2017

The Intelligent Management of Crowd-Powered Machine Learning

C.H. Lin  PhD , 2017.
Downloads:  

TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

M. Joshi, E. Choi, D. Weld, L. ZettlemoyerConference of the Association for Computational Linguistics (ACL) , 2017.

Commonly Uncommon: Semantic Sparsity in Situation Recognition

M. Yatskar, V. Ordóñez, L. Zettlemoyer, A. FarhadiComputer Vision and Pattern Recognition (CVPR) , 2017.
Downloads: http://imsitu.org/demo/ DEMO

Recurrent Additive Networks

K. Lee, O. Levy, L. ZettlemoyerarXiv:1705.07393 , 2017.

Zero-Shot Relation Extraction via Reading Comprehension

O. Levy, M. Seo, E. Choi, L. ZettlemoyerConference on Natural Language Learning (CoNLL) , 2017.
Downloads:  

Deep Semantic Role Labeling: What Works and What's Next

L. He, K. Lee, M. Lewis, L. ZettlemoyerConference of the Association for Computational Linguistics (ACL) , 2017.

End-to-end Neural Coreference Resolution

K. Lee, L. He, M. Lewis, L. ZettlemoyerConference on Empirical Methods in Natural Language Processing (EMNLP) , 2017.

Learning a Neural Semantic Parser from User Feedback

S. Iyer, Y. Konstas, A. Cheung, J. Krishnamurthy, L. ZettlemoyerConference of the Association of Computational Linguistics (ACL) , 2017.

Neural AMR: Sequence-to-Sequence Models for Parsing and Generation

I. Konstas, S. Iyer, M. Yatskar, Y. Choi, L. ZettlemoyerConference of the Association for Computational Linguistics (ACL) , 2017.

2016

Effective Crowd Annotation for Relation Extraction

A. Liu, S. Soderland, J. Bragg, C.H. Lin, X. Ling, D.S. Weld15th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL 2016) , 2016.
Downloads:  

Optimal Testing for Crowd Workers

J. Bragg,  Mausam, D.S. Weld15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2016) , 2016.
Downloads:  

Re-active Learning: Active Learning with Relabeling

C.H. Lin,  Mausam, D.S. WeldAAAI Conference on Artificial Intelligence , 2016.
Downloads:  

NEOL: Toward Never-Ending Object Learning for Robots

Y. Sun, D. FoxIEEE International Conference on Robotics and Automation (ICRA) , 2016.
Downloads:  

LSTM CCG Parsing

M. Lewis, K. Lee, L. ZettlemoyerConference of the North American Chapter of the Association for Computational Linguistics (NAACL) , 2016.
Downloads:  

Summarizing Source Code using a Neural Attention Model

S. Iyer, Y. Konstas, A. Cheung, L. ZettlemoyerAnnual Meeting of the Association for Computational Linguistics (ACL) , 2016.

Human-in-the-Loop Parsing

L. He, J. Michael, M. Lewis, L. ZettlemoyerConference on Empirical Methods in Natural Language Processing (EMNLP) , 2016.
Downloads:  

Situation Recognition: Visual Semantic Role Labeling for Image Understanding

M. Yatskar, L. Zettlemoyer, A. FarhadiProceedings of the Conference of Computer Vision and Pattern Recognition (CVPR) , 2016.

Learning Prototypical Event Structure from Photo Albums

A. Bosselut, J. Chen, D. Warren, H. Hajishirzi, Y. ChoiConference of the Association for Computational Linguistics (ACL) , 2016.

Document-level Sentiment Inference with Social, Faction, and Discourse Context

E. Choi, H. Rashkin, L. Zettlemoyer, Y. ChoiConference of the Association for Computational Linguistics (ACL) , 2016.
Downloads:  

Global Neural CCG Parsing with Optimality Guarantees

K. Lee, M. Lewis, L. ZettlemoyerConference on Empirical Methods in Natural Language Process (EMNLP) , 2016.  *Best Paper Award*
Downloads:  

Evaluating Task-Dependent Taxonomies for Navigation

Y. Sun, A. Singla, T. Yan, A. Krause, D. FoxForth AAAI Conference on Human Computation and Crowdsourcing (HCOMP) , 2016.
Downloads:  

A Theme-Rewriting Approach for Generating Algebra Word Problems

R. Koncel-Kedziorski, I. Konstas, L. Zettlemoyer, H. HajishirziConference on Empirical Methods in Natural Language Processing (EMNLP) , 2016.
Downloads:  

Globally Coherent Text Generation with Neural Checklist Models

C. Kiddon, L. Zettlemoyer, Y. ChoiConference on Empirical Methods in Natural Language Processing (EMNLP) , 2016.
Downloads:  

Are Elephants Bigger than Butterflies? Reasoning about Sizes of Objects

H. Bagherinezhad, H. Hajishirzi, Y. Choi, A. FarhadiAssociation for the Advancement of Artificial Intelligence (AAAI) , 2016.
Downloads:  

2015

Entity Analysis with Weak Supervision: Typing, Linking, and Attribute Extraction

X. LingComputer Science and EngineeringUniversity of Washington  PhD , 2015.

Relation Extraction: from Ontological Smoothing to Temporal Correspondence

C. ZhangComputer Science and EngineeringUniversity of Washington  PhD , 2015.

Artificial Intelligence and Collective Intelligence

D.S. Weld,  Mausam, C. Lin, J. BraggThe Collective Intelligence Handbook (Thomas Malone & Michael Bernstein, eds.)MIT Press , 2015.
Downloads:  

Reactive Learning: Actively Trading Off Larger Noisier Training Sets Against Smaller Cleaner Ones

C.H. Lin,  Mausam, D.S. WeldICML Workshop on Crowdsourcing and Machine Learning and ICML Active Learning Workshop , 2015.
Downloads:  

Recursive Decomposition for Nonconvex Optimization

A.L. Friesen, P. DomingosInternational Joint Conference on Artificial Intelligence , 2015.

Learning on the Job: Optimal Instruction for Crowdsourcing

J. Bragg,  Mausam, D.S. WeldICML ’15 Workshop on Crowdsourcing and Machine Learning , 2015.
Downloads:  

Design Challenges for Entity Linking

X. Ling, S. Singh, D.S. WeldTransactions of the Association for Computational Linguistics  3 , 2015.
Downloads:  

Exploiting Parallel News Streams for Unsupervised Event Extraction

C. Zhang, S. Soderland, D.S. WeldTransactions of the Association for Computational Linguistics (TACL)  3 , 2015.  

Crawled parallel news streams are available at

http://www.cs.washington.edu/ai/clzhang/sentences.tokens.gz http://www.cs.washington.edu/ai/clzhang/sentences.articleIDs.gz

The github url of this project: https://github.com/zhangcongle/NewsSpikeRe

Downloads:  

Personalized Mathematical Word Problem Generation

O. Polozov, E. O'Rourke, A.M. Smith, L. Zettlemoyer, S. Gulwani, Z. PopovićInternational Joint Conference on Artificial Intelligence (IJCAI) , 2015.
Downloads:  

Learning to Name Objects

V. Ordonez, W. Liu, J. Deng, Y. Choi, A.C. Berg, T.L. BergCommunications of the ACM (CACM) , 2015.  (invited article)
Downloads:  

Question-Answer Driven Semantic Role Labeling: Using Natural Language to Annotate Natural Language

L. He, M. Lewis, L. ZettlemoyerConference on Empirical Methods in Natural Language Processing (EMNLP) , 2015.

Scalable Semantic Parsing with Partial Ontologies

E. Choi, T. Kwiatkowski, L. ZettlemoyerAssociation for Computational Linguistics (ACL) , 2015.
Downloads:  

Learning Relational Sum-Product Networks

A. Nath, P. DomingosAAAI Conference on Artificial Intelligence , 2015.
Downloads:  

Segment-Phrase Table for Semantic Segmentation, Visual Entailment and Paraphrasing

H. Izadinia, F. Sadeghi, S.Kumar Divvala, H. Hajishirzi, Y. Choi, A. FarhadiInternational Conference on Computer Vision (ICCV) , 2015.  (oral)
Downloads:  

Robot Programming by Demonstration with Situated Spatial Language Understanding

M. Forbes, R.P.N. Rao, L. Zettlemoyer, M. CakmakInternational Conference on Robotics and Automation (ICRA) , 2015.
Downloads:  

Refer-to-as Relations as Semantic Knowledge

S. Feng, S. Ravi, R. Kumar, P. Kuznetsova, W. Liu, A.C. Berg, T.L. Berg, Y. ChoiAAAI Conference on Artificial Intelligence , 2015.
Downloads:  

Building Hierarchies of Concepts via Crowdsourcing

Y. Sun, A. Singla, D. Fox, A. KrauseIJCAI , 2015.
Downloads:  

Building Hierarchies of Concepts via Crowdsourcing

Y. Sun, A. Singla, D. Fox, A. KrauseInternational Joint Conferences on Artificial Intelligence , 2015.
Downloads:  

Joint A CCG Parsing and Semantic Role Labeling

M. Lewis, L. He, L. ZettlemoyerConference on Empirical Methods in Natural Language Processing (EMNLP) , 2015.

Déjà Image-Captions: A Corpus of Expressive Image Descriptions in Repetition

J. Chen, P. Kuznetsova, D. Warren, Y. ChoiNorth American Chapter of the Association for Computational Linguistics (NAACL) , 2015.
Downloads:  

Broad-coverage CCG Semantic Parsing with AMR

Y. Artzi, K. Lee, L. ZettlemoyerConference on Empirical Methods in Natural Language Processing (EMNLP) , 2015.  *Best Paper Award*

Mise en Place: Unsupervised Interpretation of Instructional Recipes

C. Kiddon, G.Thandavam Ponnuraj, L. Zettlemoyer, Y. ChoiConference on Empirical Methods in Natural Language Processing (EMNLP) , 2015.
Downloads:  

Gaussian Processes for Data-Efficient Learning in Robotics and Control

M. Deisenroth, D. Fox, C.E. RasmussenIEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI)  37 :2 , 2015.

2014

To Re(label), or Not To Re(label)

C.H. Lin,  Mausam, D.S. WeldAAAI Conference on Human Computation and Crowdsourcing , 2014.
Downloads: November

Parallel Task Routing for Crowdsourcing

J. Bragg, A. Kolobov,  Mausam, D.S. WeldAAAI Conference on Human Computation and Crowdsourcing , 2014.
Downloads: November

Type-Aware Distantly Supervised Relation Extraction with Linked Arguments

M. Koch, J. Gilmer, S. Soderland, D.S. WeldConference on Empirical Methods in Natural Language Processing (EMNLP) , 2014.

Open Question Answering Over Curated and Extracted Knowledge Bases

A. Fader, O. Etzioni, L. ZettlemoyerConference on Knowledge Discovery and Data Mining (KDD) , 2014.

Learning to Automatically Solve Algebra Word Problems

N. Kushman, Y. Artzi, L. Zettlemoyer, R. BarzilayAssociation for Computational Linguistics (ACL) , 2014.
Downloads:  

Learning to Solve Arithmetic Word Problems with Verb Categorization

M.J. Hosseini, H. Hajishirzi, O. Etzioni, N. KushmanConference on Empirical Methods in Natural Language Processing (EMNLP) , 2014.
Downloads:  

Toward Online 3-D Object Segmentation and Mapping

E. Herbst, P. Henry, D. FoxIEEE International Conference on Robotics and Automation (ICRA) , 2014.
Downloads:  

TreeTalk: Composition and compression of trees for image descriptions

P. Kuznetsova, V. Ordonez, T.L. Berg, Y. ChoiTransactions of the Association for Computational Linguistics (TACL)  2 , 2014.
Downloads:  

Tractable Probabilistic Knowledge Bases: Wikipedia and Beyond

M. Niepert, P. DomingosWorkshop on Statistical Relational AI , 2014.
Downloads:  

Tractability through Exchangeability: A New Perspective on Efficient Lifted Inference

M. Niepert, G. Van den BroeckWorkshop on Statistical Relational AI , 2014.
Downloads:  

Learning from Unscripted Deictic Gesture and Language for Human-Robot Interactions

C. Matuszek, L. Bo, L. Zettlemoyer, D. FoxConference on Artificial Intelligence (AAAI) , 2014.
Downloads:  

See No Evil, Say No Evil: Description Generation from Densely Labeled Images

M. Yatskar, M. Galley, L. Vanderwende, L. ZettlemoyerJoint Conference on Lexical and Computation Semantics (*SEM) , 2014.
Downloads:  

Automated Debugging with Tractable Probabilistic Programming

A. Nath, P. DomingosWorkshop on Statistical Relational AI , 2014.
Downloads:  

Approximate Lifting Techniques for Belief Propagation

P. Singla, A. Nath, P. DomingosAAAI Conference on Artificial Intelligence , 2014.
Downloads:  

Accelerating Imitation Learning through Crowdsourcing

M. Chung, M. Forbes, M. Cakmak, R.P.N. RaoIEEE International Conference on Robotics and Automation (ICRA) , 2014.
Downloads:  

Keystroke Patterns as Prosody in Digital Writings: A Case Study with Deceptive Reviews and Essays

R. Banerjee, S. Feng, J.Seok Kang, Y. ChoiEmpirical Methods in Natural Language Processing (EMNLP) , 2014.
Downloads:  

Introduction to the special issue on learning semantics.

A. Bordes, L. Bottou, R. Collobert, D. Roth, J. Weston, L. ZettlemoyerMachine Learning  94 , 2014.
Downloads:  

ConnotationWordNet: Learning Connotation over the Word+Sense Network

J.Seok Kang, S. Feng, L. Akoglu, Y. ChoiAssociation for Computational Linguistics (ACL) , 2014.
Downloads:  

Context Representation for Named Entity Linking

X. Ling, S. Singh, D.S. Weld3rd Pacific Northwest Regional NLP Workshop , 2014.

Context-dependent Semantic Parsing for Time Expressions

K. Lee, Y. Artzi, J. Dodge, L. ZettlemoyerAssociation for Computational Linguistics (ACL) , 2014.

2013

RGB-D Cameras for 3D Modeling and Recognition

X. Ren, D. Fox, K. KonoligeRobotics & Automation Magazine  20 , 2013.

Towards a Language for Non-Expert Specification of POMDPs for Crowdsourcing

C.H. Lin,  Mausam, D.S. WeldConference on Human Computation & Crowdsourcing (HCOMP) Works in Progress TrackAAAI Press , 2013.
Downloads: November

Crowdsourcing Multi-Label Classification for Taxonomy Creation

J. Bragg,  Mausam, D.S. WeldConference on Human Computation & Crowdsourcing (HCOMP)AAAI Press , 2013.   Awarded Best Paper
Downloads: November

Open Information Extraction to KBP Relation in 3 Hours

S. Soderland, J. Gilmer, R. Bart, O. Etzioni, D.S. WeldText Analysis Conference - Knowledge Base Propagation (KBP) , 2013.

Harvesting Parallel News Streams to Generate Paraphrases of Event Relations

C. Zhang, D.S. WeldConference on Empirical Methods in Natural Language Processing (EMNLP) , 2013.

Probabilistic co-adaptive brain–computer interfacing

M.J. Bryan, S.A. Martin, W. Cheung, R.P.N. RaoJournal of Neural Engineering  10 :6 , 2013.
Downloads: October

Extracting Meronyms for a Biology Knowledge Base using Distant Supervision

X. Ling, P. Clark, D.S. WeldACM Workshop on Automatic Knowledge-Base ConstructionACM , 2013.
Downloads: October

POMDP-based control of workflows for crowdsourcing

P. Dai, C. Lin,  Mausam, D.S. WeldArtificial Intelligence  202 , 2013.
Downloads:  

Learning the Structure of Sum-Product Networks

R. Gens, P. DomingosInternational Conference on Machine LearningOmnipress , 2013.

RGB-D Object Recognition: Features, Algorithms, and a Large Scale Benchmark

K. Lai, L. Bo, X. Ren, D. FoxConsumer Depth Cameras for Computer Vision: Research Topics and Applications , 2013.

Scaling semantic parsers with on-the-fly ontology matching

T. Kwiatkowski, E. Choi, Y. Artzi, L. ZettlemoyerConference on Empirical Methods in Natural Language Processing (EMNLP) , 2013.
Downloads:  

Structured sparse learning of multiple Gaussian graphical model

K. Mohan, M. Chung, S. Han, D. Witten, S.I. Lee, M. FazelAdvances in Neural Information Processing Systems (NIPS) , 2013.
Downloads:  

Paraphrase-Driven Learning for Open Question Answering

A. Fader, L. Zettlemoyer, O. EtzioniAssociation for Computational Linguistics (ACL) , 2013.

RGB-D Flow: Dense 3-D Motion Estimation Using Color and Depth

E. Herbst, X. Ren, D. FoxIEEE International Conference on Robotics and Automation (ICRA) , 2013.

Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to Actions.

Y. Artzi, L. ZettlemoyerTransactions of the Association for Computational Linguistics (TACL)  1 , 2013.

Modeling Missing Data in Distant Supervision for Information Extraction.

A. Ritter, L. Zettlemoyer,  Mausam, O. EtzioniTransactions of the Association for Computational Linguistics (TACL)  1 , 2013.

Where Not to Eat? Improving Public Policy by Predicting Hygiene Inspections Using Online Reviews

J. Kang, P. Kuznetsova, M. Luca, Y. ChoiEmpirical Methods in Natural Language Processing (EMNLP) , 2013.
Downloads:  

Understanding and Quantifying Creativity in Lexical Composition

P. Kuznetsova, J. Chen, Y. ChoiEmpirical Methods in Natural Language Processing (EMNLP) , 2013.
Downloads:  

Tractable Probabilistic Knowledge Bases with Existence Uncertainty

A. Webb, P. DomingosWorkshop on Statistical Relational AI , 2013.
Downloads:  

Success with Style: Using Writing Style to Predict the Success of Novels

V.Ganjigunte Ashok, S. Feng, Y. ChoiEmpirical Methods in Natural Language Processing (EMNLP) , 2013.
Downloads:  

Multipath Sparse Coding Using Hierarchical Matching Pursuit

L. Bo, X. Ren, D. FoxIEEE International Conference on Computer Vision and Pattern Recognition (CVPR) , 2013.

“Can you give me another word for hyperbaric?”: Improving speech translation using targeted clarification questions

N.Fazil Ayan, A. Mandal, M. Frandsen, J. Zheng, P. Blasco, A. Kathol, F. Béchet, B. Favre, A. Marin, T. Kwiatkowski, M. Ostendorf, L. Zettlemoyer, P. Salletmayr, J. Hirschberg, S. StoyanchevIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)IEEE , 2013.
Downloads:  

Compact RGBD surface models based on sparse coding

M. Ruhnke, L. Bo, D. Fox, W. BurgardProc. of the AAAI Conference on Artificial Intelligence , 2013.

BabyTalk: Understanding and Generating Simple Image Descriptions

G. Kulkarni, V. Premraj, V. Ordonez, S. Dhar, S. Li, Y. Choi, A.C. Berg, T.L. BergIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)  35 , 2013.
Downloads:  

Attribute Based Object Identification

Y. Sun, L. Bo, D. FoxIEEE International Conference on Robotics and Automation (ICRA) , 2013.

Lightly Supervised Learning of Procedural Dialog Systems

S. Volkova, P. Choudhury, C. Quirk, B. Dolan, L.S. ZettlemoyerAssociation for Computational Linguistics (ACL) , 2013.
Downloads:  

Connotation Lexicon: A Dash of Sentiment Beneath the Surface Meaning

S. Feng, J.Seok Kang, P. Kuznetsova, Y. ChoiAssociation for Computational Linguistics (ACL) , 2013.
Downloads:  

Automatic Idiom Identification in Wiktionary

G. Muzny, L. ZettlemoyerConference on Empirical Methods in Natural Language Processing (EMNLP) , 2013.

3D Wikipedia: using online text to automatically label and navigate reconstructed geometry

B.C. Russell, R. Martin-Brualla, D.J. Butler, S.M. Seitz, L. ZettlemoyerACM Trans. Graph. (SIGGRAPH Asia)  32 , 2013.

Learning to Relate Literal and Sentimental Descriptions of Visual Properties.

M. Yatskar, S. Volkova, A. Celikyilmaz, B. Dolan, L.S. ZettlemoyerNorth American Association for Computational Linguistics (NAACL) , 2013.
Downloads:  

Learning Distributions over Logical Forms for Referring Expression Generation.

N. FitzGerald, Y. Artzi, L.S. ZettlemoyerConference on Empirical Methods in Natural Language Processing (EMNLP) , 2013.

Generalizing Image Captions for Image-Text Parallel Corpus

P. Kuznetsova, V. Ordonez, A.C. Berg, T.L. Berg, Y. ChoiAssociation for Computational Linguistics (ACL) , 2013.
Downloads:  

From Large Scale Image Categorization to Entry-Level Categories

V. Ordonez, J. Deng, Y. Choi, A.C. Berg, T.L. BergIEEE International Conference on Computer Vision (ICCV) , 2013.   Awarded Best Paper
Downloads:  

2012

CoSolve: A System for Engaging Users in Computer-Supported Collaborative Problem Solving

S.B. Fan, T. Robison, S.L. TanimotoInt'l. Symp. on Visual Languages and Human-Centric Computing , 2012.
Downloads:

October

Discovering Hidden Structure in Factored MDPs

A. Kolobov,  Mausam, D.S. WeldArtificial Intelligence  189 , 2012.
Downloads:  

Open Domain Event Extraction from Twitter

A. Ritter,  Mausam, O. Etzioni, S. ClarkKDD , 2012.

Crowdsourcing Control: Moving Beyond Multiple Choice

C.H. Lin,  Mausam, D.S. WeldConference on Uncertainty in Artificial Intelligence , 2012.
Downloads:  

A Theory of Goal-Oriented MDPs with Dead Ends

A. Kolobov,  Mausam, D. WeldConference on Uncertainty in Artificial Intelligence (UAI) , 2012.
Downloads:  

Discriminative Learning for Joint Template Filling

E. Minkov, L. ZettlemoyerAssociation for Computational Linguistics (ACL) , 2012.
Downloads:  

Dynamically Switching between Synergistic Workflows for Crowdsourcing

C.H. Lin,  Mausam, D.S. WeldAAAI Conference on Artificial Intelligence , 2012.

No Noun Phrase Left Behind: Detecting and Typing Unlinkable Entities

T. Lin,  Mausam, O. EtzioniConference on Empirical Methods in Natural Language Processing , 2012.
Downloads:  

Open Language Learning for Information Extraction

Mausam, M. Schmitz, R. Bart, S. Soderland, O. EtzioniConference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning (EMNLP-CONLL) , 2012.
Downloads:  

3D Object Retrieval Using Salient Views

I. Atmosukarto, L.G. ShapiroInternational Journal of Multimedia Information Retrieval , 2012.
Downloads:  

Rel-grams: A Probabilistic Model of Relations in Text

N. Balasubramanian, S. Soderland,  Mausam, O. EtzioniJoint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction (AKBC-WEKEX) at NAACL , 2012.
Downloads:  

A Joint Model of Language and Perception for Grounded Attribute Learning

C. Matuszek, N. FitzGerald, L. Zettlemoyer, L. Bo, D. FoxProceedings of the International Conference on Machine Learning (ICML) , 2012.
Downloads:  

Learning to Parse Natural Language Commands to a Robot Control System

C. Matuszek, E. Herbst, L. Zettlemoyer, D. FoxInternational Symposium on Experimental Robotics (ISER) , 2012.
Downloads:  

Entity Linking at Web Scale

T. Lin,  Mausam, O. EtzioniJoint Workshop on Automatic Knowledge Base Construction and Web-scale Knowledge Extraction , 2012.
Downloads:  

Reverse Iterative Deepening for Finite-Horizon MDPs with Large Branching Factors

A. Kolobov, P. Dai,  Mausam, D.S. WeldICAPS , 2012.
Downloads:  

DuploTrack: A Realtime System for Authoring and Guiding Duplo Block Assembly

A. Gupta, D. Fox, B. Curless, M. CohenACM Symposium on User Interface Software and Technology (UIST) , 2012.

Fine-Grained Entity Recognition

X. Ling, D.S. WeldAAAI Conference on Artificial Intelligence , 2012.

Learning Multiple Hierarchical Relational Clusterings

A. Nath, P. DomingosICML-12 Workshop on Statistical Relational Learning , 2012.
Downloads:  

How Prior Probability Influences Decision Making: A Unifying Probabilistic Model

Y. Huang, A.L. Friesen, T.D. Hanks, M.N. Shadlen, R.P.N. RaoAdvances in Neural Information Processing Systems (NIPS) , 2012.

Syntactic Stylometry for Deception Detection

S. Feng, R. Banerjee, Y. ChoiAssociation for Computational Linguistics (ACL) , 2012.
Downloads:  

RevMiner: an extractive interface for navigating reviews on a smartphone

J. Huang, O. Etzioni, L. Zettlemoyer, K. Clark, C. LeeProceedings of the ACM symposium on User interface software and technology (UIST)ACM , 2012.
Downloads:  

LRTDP vs. UCT for Online Probabilistic Planning

A. Kolobov,  Mausam, D.S. WeldAAAI Conference on Artificial Intelligence , 2012.
Downloads:  

Learning STRIPS Operators from Noisy and Incomplete Observations

K. Mourão, L.S. Zettlemoyer, R.P.A. Petrick, M. SteedmanConference on Uncertainty in Artificial Intelligence (UAI)  abs/1210.4889 , 2012.
Downloads:  

ReGroup: Interactive Machine Learning for On-Demand Group Creation in Social Networks

S. Amershi, J. Fogarty, D.S. WeldProceedings of the ACM Conference on Human Factors in Computing Systems (CHI-12) , 2012.
Downloads:  

A Tractable First-Order Probabilistic Logic

P. Domingos, A. WebbTwenty-Sixth AAAI Conference on Artificial Intelligence , 2012.
Downloads:  

A Few Useful Things to Know about Machine Learning

P. DomingosCommunications of the ACM  55 :10 , 2012.
Downloads:  

Distributional Footprints of Deceptive Product Reviews

S. Feng, L. Xing, A. Gogar, Y. ChoiInternational Conference on Weblogs and Social Media (ICWSM) , 2012.
Downloads:  

Characterizing Stylistic Elements in Syntactic Structure

S. Feng, R. Banerjee, Y. ChoiEmpirical Methods in Natural Language Processing (EMNLP) , 2012.
Downloads:  

Collective Generation of Natural Image Descriptions

P. Kuznetsova, V. Ordonez, A.C. Berg, T.L. Berg, Y. ChoiAssociation for Computational Linguistics (ACL) , 2012.
Downloads:  

Discriminative Learning of Sum-Product Networks

R. Gens, P. DomingosNeural Information Processing Systems , 2012.

Detecting Visual Text

J. Dodge, A. Goyal, X. Han, A. Mensch, M. Mitchell, K. Stratos, K. Yamaguchi, Y. Choi, H. Daumé, A.C. Berg, T.L. BergNorth American Chapter of the Association of Computational Linguistics (NAACL) , 2012.
Downloads:  

Counting-MLNs: Learning Relational Structure for Decision Making

A. Nath, M. RichardsonAAAI Conference on Artificial Intelligence , 2012.
Downloads:  

2011

An ideal observer model for identifying the reference frame of objects

J. Austerweil, A. Friesen, T. GriffithsAnnual Conference on Neural Information Processing Systems , 2011.
Downloads:

December

Online Submodular Set Cover, Ranking, and Repeated Active Learning

A. Guillory, J. BilmesAnnual Conference on Neural Information Processing Systems , 2011.
Downloads:

December

Structure Learning for Optimization

C. ZhangAnnual Conference on Neural Information Processing Systems , 2011.
Downloads:

December

Effective End-User Interaction with Machine Learning

S. Amershi, J. Fogarty, A. Kapoor, D. TanAAAI Conference on Artificial Intelligence , 2011.
Downloads:  

Human Intelligence Needs Artificial Intelligence

D. Weld,  Mausam, P. DaiHuman Computation Workshop , 2011.
Downloads:  

Coarse-to-Fine Inference and Learning for First-Order Probabilistic Models

C. Kiddon, P. DomingosAAAI Conference on Artificial Intelligence , 2011.
Downloads:  

Artificial Intelligence for Artificial Artificial Intelligence

P. Dai,  Mausam, D. WeldAAAI Conference on Artificial Intelligence , 2011.
Downloads:  

Identifying Relations for Open Information Extraction

A. Fader, S. Soderland, O. EtzioniConference on Empirical Methods in Natural Language Processing , 2011.
Downloads:  

Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage

S. Amershi, B. Lee, A. Kapoor, R. Mahajan, B. ChristianInternational Joint Conference on Artificial Intelligence , 2011.
Downloads:  

Using Multiple Models to Understand Data

K. Patel, S. Drucker, J. Fogarty, A. Kapoor, D. TanInternational Joint Conference on Artificial Intelligence , 2011.
Downloads:  

Open Information Extraction: the Second Generation

O. Etzioni, A. Fader, J. Christensen, S. Soderland,  MausamInternational Joint Conference on Artificial Intelligence , 2011.
Downloads:  

Lexical Generalization in CCG Grammar Induction for Semantic Parsing

T. Kwiatkowski, L. Zettlemoyer, S. Goldwater, M. SteedmanProceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) , 2011.
Downloads:  

Gaze Following as Goal Inference: A Bayesian Model

A. Friesen, R. RaoConference of the Cognitive Science Society , 2011.
Downloads:  

Named Entity Recognition in Tweets: An Experimental Study

A. Ritter, S. Clark,  Mausam, O. EtzioniConference on Empirical Methods in Natural Language Processing , 2011.
Downloads:  

Data-Driven Response Generation in Social Media

A. Ritter, C. Cherry, B. DolanConference on Empirical Methods in Natural Language Processing , 2011.
Downloads:  

A Hierarchical Architecture for Adaptive Brain-Computer Interfacing

Mike Chung, W. Cheung, R. Scherer, R. RaoInternational Joint Conference on Artificial Intelligence , 2011.
Downloads:  

Bootstrapping Semantic Parsers from Conversations

Y. Artzi, L. ZettlemoyerConference on Empirical Methods in Natural Language Processing (EMNLP) , 2011.
Downloads:  

Knowledge-Based Weak Supervision for Information Extraction of Overlapping Relations

R. Hoffmann, C. Zhang, X. Ling, L. Zettlemoyer, D. WeldProceedings of the Annual Meeting of the Association for Computational Linguistics (ACL) , 2011.

Heuristic Search for Generalized Stochastic Shortest Path MDPs

A. Kolobov,  Mausam, D. Weld, H. GeffnerInternational Conference on Automated Planning and Scheduling , 2011.
Downloads:  

Question Detection In Spoken Conversations Using Textual Conversations

A. Margolis, M. OstendorfAnnual Meeting of the Association for Computational Linguistics , 2011.
Downloads:  

An Analysis of Open Information Extraction based on Semantic Role Labeling

J. Christensen,  Mausam, S. Soderland, O. EtzioniInternational Conference on Knowledge Capture , 2011.
Downloads:  

Parallel Coordinate Descent for L1-Regularized Loss Minimization

J. Bradley, A. Kyrola, D. Bickson, C. GuestrinInternational Conference on Machine Learning , 2011.
Downloads:  

A Class of Submodular Functions for Document Summarization

H. Lin, J. BilmesAnnual Meeting of the Association for Computational Linguistics , 2011.
Downloads:  

Towards Scalable MDP Algorithms

A. Kolobov,  Mausam, D. WeldTwenty-Second International Joint Conference on Artificial IntelligenceAAAI Press , 2011.

Word Alignment Via Submodular Maximization Over Matroids

H. Lin, J. BilmesAnnual Meeting of the Association for Computational Linguistics , 2011.
Downloads:  

A General Perspective on Gaussian Filtering and Smoothing: Explaining Current and Deriving new Algorithms

M. Deisenroth, H. OhlssonAmerican Control Conference , 2011.
Downloads:  

Predictive Coding

Y. Huang, R. RaoWiley Interdisciplinary Reviews , 2011.
Downloads:  

Inference Over the Web

S. SchoenmackersPHD Thesis , 2011.
Downloads:  

Implementing Weighted Abduction in Markov Logic

J. Blythe, J. Hobbs, P. Domingos, R. Kate, R. MooneyInternational Conference on Computational Semantics , 2011.
Downloads:  

Language of Vandalism: Improving Wikipedia Vandalism Detection via Stylometric Analysis

M. Harpalani, M. Hart, S. Signh, R. Johnson, Y. ChoiAssociation for Computational Linguistics (ACL) , 2011.
Downloads:  

Learning General Connotation of Words using Graph-based Algorithms

S. Feng, R. Bose, Y. ChoiEmpirical Methods in Natural Language Processing (EMNLP) , 2011.
Downloads:  

Gender Attribution: Tracing Stylometric Evidence Beyond Topic and Genre

R. Sarawgi, K. Gajulapalli, Y. ChoiConference on Computational Natural Language Learning (CoNLL)Association for Computational Linguistics , 2011.
Downloads:  

HeatWave: Thermal Imaging for Surface User Interaction

E. Larson, G. Cohn, S. Gupta, X. Ren, B. Harrison, D. Fox, S. PatelCHI , 2011.  Honorable Mention Award

Finding Deceptive Opinion Spam by Any Stretch of the Imagination

M. Ott, Y. Choi, C. Cardie, J.T. HancockAssociation for Computational Linguistics (ACL) , 2011.
Downloads:  

Gambit: An Autonomous Chess Playing Manipulator

C. Matuszek, B. Mayton, R. Aimi, L. Bo, M. Deisenroth, R. Chu, M. Kung, L. LeGrand, J. Smith, D. FoxICRA , 2011.

Classification and Semantic Mapping of Urban Environments

B. Douillard, D. Fox, F. Ramos, H. Durrant-WhyteInternational Journal of Robotics Research  30 :1 , 2011.

Baby talk: Understanding and generating simple image descriptions

G. Kulkarni, V. Premraj, S. Dhar, S. Li, Y. Choi, A.C. Berg, T.L. BergIEEE Conference on Computer Vision and Pattern Recognition (CVPR) , 2011.
Downloads:  

Composing Simple Image Descriptions Using Web-scale N-grams

S. Li, G. Kulkarni, T.L. Berg, A.C. Berg, Y. ChoiConference on Computational Natural Language Learning (CoNLL)Association for Computational Linguistics , 2011.
Downloads:  

Online Structure Learning for Markov Logic Networks

T. Huynh, R. MooneyThe European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases , 2011.
Downloads:  

Parallel Gibbs Sampling: From Colored Fields to Thin Junction Trees

J. Gonzalez, Y. Low, A. Gretton, C. Guestrin14th International Conference on Artificial Intelligence and Statistics , 2011.
Downloads:  

PILCO: A Model-Based and Data-Efficient Approach to Policy Search

M. Deisenroth, C. RasmussenInternational Conference on Machine Learning , 2011.
Downloads:  

Approximation by Quantization

V. Gogate, P. DomingosUncertainty in Artificial Intelligence , 2011.
Downloads:  

Sum-Product Networks: A New Deep Architecture

H. Poon, P. DomingosUncertainty in Artificial Intelligence , 2011.
Downloads:  

Probabilistic Theorem Proving

V. Gogate, P. DomingosUncertainty in Artificial Intelligence , 2011.
Downloads:  

Fault identification via non-parametric belief propagation

D. Bickson, D. Baron, A. Ihler, H. Avissar, D. DolevIEEE Transactions on Signal Processing , 2011.
Downloads:  

2010

Learning Efficient Markov Networks

V. Gogate, W. Webb, P. DomingosAnnual Conference on Neural Information Processing Systems , 2010.
Downloads:

December

Lifted Inference Seen from the Other Side: The Tractable Features

A. Jha, V. Gogate, A. Meliou, D. SuciuAnnual Conference on Neural Information Processing Systems , 2010.
Downloads:

December

A rational decision making framework for inhibitory control

P. Shenoy, R. Rao, A. YuAnnual Conference on Neural Information Processing Systems , 2010.
Downloads: December

Approximate Inference by Compilation to Arithmetic Circuits

D. Lowd, P. DomingosAnnual Conference on Neural Information Processing Systems , 2010.
Downloads:

December

Reducing Model Bias in Reinforcement Learning

M. Deisenroth, C. RasmussenAnnual Conference on Neural Information Processing Systems , 2010.
Downloads:

December

Commonsense from the Web: Relation Properties

T. Lin,  Mausam, O. EtzioniAAAI Fall Symposium Series , 2010.
Downloads:

November

Decision Making under Uncertainty: A Neural Model based on Partially Observable Markov Decision Processes

R. RaoFrontiers in Computational Neuroscience , 2010.
Downloads:

November

Identifying Functional Relations in Web Text

T. Lin,  Mausam, O. EtzioniConference on Empirical Methods in Natural Language Processing , 2010.
Downloads:

October

Learning First-Order Horn Clauses from Web Text

S. Schoenmackers, J. Davis, O. Etzioni, D. WeldConference on Empirical Methods in Natural Language Processing , 2010.
Downloads:

October

Inducing Probabilistic CCG Grammars from Logical Form with Higher-order Unification

T. Kwiatkowski, L. Zettlemoyer, S. Goldwater, M. SteedmanProceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) , 2010.
Downloads: October

Modeling and Reasoning about Success, Failure, and Intent of Multi-Agent Activities

A. Sadilek, H. KautzInternational Conference on Ubiquitous Computing , 2010.
Downloads:  

Imitation Learning with Hierarchical Actions

A. Friesen, R. RaoIEEE International Conference on Development and Learning , 2010.
Downloads:  

Recognizing Multi-Agent Activities from GPS Data

A. Sadilek, H. KautzAAAI Conference on Artificial Intelligence , 2010.
Downloads:  

Reading Between the Lines: Learning to Map High-level Instructions to Commands

S.R.K. Branavan, L. Zettlemoyer, R. BarzilayProceedings of the Annual Meeting of the Association for Computational Linguistics (ACL) , 2010.
Downloads:  

SixthSense: Fast and Reliable Recognition of Dead Ends in MDPs

A. Kolobov,  Mausam, D. WeldAAAI Conference on Artificial Intelligence , 2010.
Downloads:  

Panlingual Lexical Translation via Probabilistic Inference

Mausam, S. Soderland, O. EtzioniAAAI Conference on Artificial Intelligence , 2010.
Downloads:  

User-Specific Learning for Recognizing a Singer’s Intended Pitch

A. Guillory, S. Basu, D. MorrisAAAI Conference on Artificial Intelligence , 2010.
Downloads:  

Open Information Extraction using Wikipedia

F. Wu, D. WeldAnnual Meeting of the Association for Computational Linguistics , 2010.
Downloads:  

Unsupervised Ontology Induction from Text

H. Poon, P. DomingosAnnual Meeting of the Association for Computational Linguistics , 2010.
Downloads:  

Temporal Information Extraction

X. Ling, D. WeldAAAI Conference on Artificial Intelligence , 2010.

Efficient Lifting for Online Probabilistic Inference

A. Nath, P. DomingosAAAI Conference on Artificial Intelligence , 2010.

Discovering Long Range Properties of Social Networks with Multi-Valued Time-Inhomogeneous Models

D. Wyatt, T. Choudhury, J. BilmesAAAI Conference on Artificial Intelligence , 2010.
Downloads:  

Efficient Belief Propagation for Utility Maximization and Repeated Inference

A. Nath, P. DomingosAAAI Conference on Artificial Intelligence , 2010.
Downloads:  

Decision-Theoretic Control for Crowdsourced Workflows

P. Dai,  Mausam, D. WeldAAAI Conference on Artificial Intelligence , 2010.
Downloads:  

Bayesian Abductive Logic Programs

S. Raghavan, R. MooneyWorkshop on Statistical Relational AI , 2010.
Downloads:  

A Latent Dirichlet Allocation method for Selectional Preferences

A. Ritter,  Mausam, O. EtzioniAnnual Meeting of the Association for Computational Linguistics , 2010.
Downloads:  

Approximate Lifted Belief Propagation

P. Singla, A. Nath, P. DomingosWorkshop on Statistical Relational AI , 2010.
Downloads:  

Online Max-Margin Weight Learning with Markov Logic Networks

T. Huynh, R. MooneyWorkshop on Statistical Relational AI , 2010.
Downloads:  

Exploiting Logical Structure in Lifted Probabilistic Inference

V. Gogate, P. DomingosWorkshop on Statistical Relational AI , 2010.
Downloads:  

Leveraging Ontologies for Lifted Probabilistic Inference and Learning

C. Kiddon, P. DomingosWorkshop on Statistical Relational AI , 2010.
Downloads:  

Machine Reading: A "Killer App" for Statistical Relational AI

H. Poon, P. DomingosWorkshop on Statistical Relational AI , 2010.
Downloads:  

Machine Reading: from Wikipedia to the Web

F. WuPHD Thesis , 2010.
Downloads:  

Extracting Sequences from the Web

A. Fader, S. Soderland, O. EtzioniAnnual Meeting of the Association for Computational Linguistics , 2010.
Downloads:  

Learning 5000 Relational Extractors

R. Hoffmann, D. WeldAnnual Meeting of the Association for Computational Linguistics , 2010.
Downloads:  

Grammar Prototyping and Testing with the LinGO Grammar Matrix Customization System

E. Bender, S. Drellishak, A. Fokkens, M.W. Goodman, D. Mills, L. Poulson, S. SaleemAnnual Meeting of the Association for Computational Linguistics , 2010.
Downloads:  

Formula-Based Probabilistic Inference

V. Gogate, P. DomingosUncertainty in Artificial Intelligence , 2010.
Downloads:  

Unsupervised Modeling of Twitter Conversations

A. Ritter, C. Cherry, B. DolanAnnual Conference of the North American Chapter of the Association for Computational Linguistics , 2010.
Downloads:  

Testing a Grammar Customization System with Sahaptin

S. DrellishakAnnual Conference of the North American Chapter of the Association for Computational Linguistics , 2010.
Downloads:  

Learning Markov Logic Networks Using Structural Motifs

S. Kok, P. DomingosInternational Conference on Machine Learning , 2010.
Downloads:  

Interactive Submodular Set Cover

A. Guillory, J. BilmesInternational Conference on Machine Learning , 2010.
Downloads:  

Hitting the Right Paraphrases in Good Time

S. Kok, C. BrockettAnnual Conference of the North American Chapter of the Association for Computational Linguistics , 2010.
Downloads:  

Supporting rule-based representations with corpus-derived lexical information

A. Zaenen, C. Condoravdi, D. Bobrow, R. HoffmannAnnual Conference of the North American Chapter of the Association for Computational Linguistics , 2010.
Downloads:  

Inverse Optimal Control with Linearly Solvable MDPs

K. Dvijotham, E. TodorovInternational Conference on Machine Learning , 2010.
Downloads:  

Bottom-Up Learning of Markov Network Structure

J. Davis, P. DomingosInternational Conference on Machine Learning , 2010.
Downloads:  

Semantic Role Labeling for Open Information Extraction

Mausam, S. Soderland, O. Etzioni, J. ChristensenAnnual Conference of the North American Chapter of the Association for Computational Linguistics , 2010.
Downloads:  

Machine Reading at the University of Washington

H. Poon, J. Christensen, P. Domingos, O. Etzioni, R. Hoffmann, C. Kiddon,  Mausam, A. Ritter, S. Soderland, D. Weld, F. Wu, T. Lin, X. Ling, S. SchoenmackersAnnual Conference of the North American Chapter of the Association for Computational Linguistics , 2010.
Downloads:  

Joint Inference for Knowledge Extraction from Biomedical Literature

H. Poon, L. VanderwendeAnnual Conference of the North American Chapter of the Association for Computational Linguistics , 2010.
Downloads:  

Classical Planning in MDP Heuristics: With a Little Help from Generalization

A. Kolobov,  Mausam, D. WeldInternational Conference on Automated Planning and Scheduling , 2010.
Downloads:  

Learning to Navigate Through Crowded Environments

P. Henry, C. Vollmer, B. Ferris, D. FoxICRA , 2010.
Downloads:

/sites/default/files/ai/papers/crowd-navigation-icra-10.pdf PDF

Grammar Customization

E.M. Bender, S. Drellishak, A. Fokkens, L. Poulson, S. SaleemResearch on Language and Computation  8 :1 , 2010.
Downloads:  

Machine Reading: from Wikipedia to the Web

F. WuComputer Science & Engineering  PhD , 2010.
Downloads:  

OneBusAway: Results from Providing Real-Time Arrival Information for Public Transit

B. Ferris, K. Watkins, A. BorningACM Conference on Human Factors in Computing Systems (CHI) , 2010.  

Best Paper nomination.

Connecting the Dots Between News Articles

D. Shahaf, C. GuestrinKnowledge Discovery and Data Mining , 2010.
Downloads:  

Twin Gaussian Processes for Structured Prediction

L. Bo, C. SminchisescuInternational Journal of Computer Vision , 2010.
Downloads:  

Analysis of a Probabilistic Model of Redundancy in Unsupervised Information Extraction

O. Etzioni, S. Soderland, D. DowneyArtificial Intelligence  174 :11 , 2010.
Downloads:  

Character Animation in Two-Player Adversarial Games

K. Wampler, E. Andersen, E. Herbst, Y. Lee, Z. PopovicACM Transactions on Graphics , 2010.
Downloads:  

Panlingual Lexical Translation via Probabilistic Inference

Mausam, S. Soderland, O. Etzioni, D. Weld, J. Bilmes, K. Reiter, M. Skinner, M. SammerArtificial Intelligence , 2010.
Downloads:  

State-Space Inference and Learning with Gaussian Processes

R. Turner, M. Deisenroth, C. RasmussenInternational Conference on Artificial Intelligence and Statistics , 2010.
Downloads:  

Efficient Reinforcement Learning using Gaussian Processes

M. DeisenrothKIT Scientific Publishing , 2010.
Downloads:  

2009

Dynamic Multi-Valued Network Models for Predicting Face-to-Face Conversations

D. Wyatt, J. Bilmes, T. ChoudhuryAnnual Conference on Neural Information Processing Systems , 2009.
Downloads:

December

Competitive Learning for Deep Temporal Networks

R. Gens, P. DomingosAnnual Conference on Neural Information Processing Systems , 2009.
Downloads:

December

System Identification in Gaussian Process Dynamical Systems

R. Turner, M. Deisenroth, C. RasmussenAnnual Conference on Neural Information Processing Systems , 2009.
Downloads:

December

Efficient Match Kernels between Sets of Features for Visual Recognition

L. Bo, C. SminchisescuAnnual Conference on Neural Information Processing Systems , 2009.
Downloads:

December

Conditional Neural Fields

J. Peng, L. Bo, J. XuAnnual Conference on Neural Information Processing Systems , 2009.
Downloads:

December

Filter, Rank, and Transfer the Knowledge: Learning to Chat

S. Jafarpour, C. Burges, A. RitterAnnual Conference on Neural Information Processing Systems , 2009.
Downloads:

December

Label Selection on Graphs

A. Guillory, J. BilmesAnnual Conference on Neural Information Processing Systems , 2009.
Downloads:

December

Semi-Supervised Learning of Semantic Classes for Query Understanding – from the Web and for the Web

Y.Y. Wang, R. Hoffmann, X. Li, J. SzymanskiACM Conference on Information and Knowledge Management , 2009.
Downloads:

November

Identifying Interesting Assertions from the Web

T. Lin, O. Etzioni, J. FogartyACM Conference on Information and Knowledge Management , 2009.
Downloads:

November

A Spotlight on Security and Privacy Risks with Future Household Robots: Attacks and Lessons

T. Denning, C. Matuszek, K. Koscher, J. Smith, T. KohnoInternational Conference on Ubiquitous Computing , 2009.
Downloads:

October

Focused Topological Value Iteration

P. Dai,  Mausam, D. WeldInternational Conference on Automated Planning and Scheduling , 2009.
Downloads:  

Efficient Reinforcement Learning for Motor Control

M. Deisenroth, C. RasmussenPhD Workshop on Systems and Control , 2009.
Downloads:  

Max-Margin Weight Learning for Markov Logic Networks

T. Huynh, R. MooneyEuropean Conference on Machine Learning , 2009.
Downloads:  

Learning to Disambiguate Search Queries from Short Sessions

L. Mihalkova, R. MooneyEuropean Conference on Machine Learning , 2009.
Downloads:  

Reinforcement Learning for Mapping Instructions to Actions

S.R.K. Branavan, H. Chen, L. Zettlemoyer, R. BarzilayProceeding of the Annual Meeting of the Association for Computational Linguistics (ACL) , 2009.  *Best Paper Award*
Downloads:  

A Rose is a Roos is a Ruusu: Querying Translations for Web Image Search

J. Christensen,  Mausam, O. EtzioniAnnual Meeting of the Association for Computational Linguistics , 2009.
Downloads:  

Lemmatic Machine Translation

S. Soderland,  Mausam, O. Etzioni, C. Lim, J. Pool, B. QinMachine Translation Summit , 2009.
Downloads:  

Unsupervised Semantic Parsing

H. Poon, P. DomingosConference on Empirical Methods in Natural Language Processing , 2009.
Downloads:  

Compiling a Massive, Multilingual Dictionary via Probabilistic Inference

Mausam, S. Soderland, O. Etzioni, D. Weld, M. Skinner, J. BilmesAnnual Meeting of the Association for Computational Linguistics , 2009.
Downloads:  

Learning Context-dependent Mappings from Sentences to Logical Form

L. Zettlemoyer, M. CollinsProceedings of the Annual Meeting of the Association for Computational Linguistics (ACL) , 2009.
Downloads:  

Domain-Independent, Automatic Partitioning for Probabilistic Planning

P. Dai,  Mausam, D. WeldInternational Joint Conference on Artificial Intelligence , 2009.
Downloads:  

Sensing and Predicting the Pulse of the City through Shared Bicycling

J. Froehlich, J. Neumann, N. OliverInternational Joint Conference on Artificial Intelligence , 2009.
Downloads:  

Evaluating online text classification algorithms for email prediction in TaskTracer

V. Keiser, T. DietterichConference on Email and Anti-Spam , 2009.
Downloads:  

Cause and Intent: Social Reasoning in Causal Learning

N. Goodman, C. Baker, J. TenenbaumConference of the Cognitive Science Society , 2009.
Downloads:  

A Language for Relational Decision Theory

A. Nath, P. DomingosInternational Workshop on Statistical Relational Learning , 2009.
Downloads:  

ReTrASE: Intergating Paradigms for Approximate Probabilistic Planning

A. Kolobov,  Mausam, D. WeldInternational Joint Conference on Artificial Intelligence , 2009.
Downloads:  

Learning a Theory of Causality

N. Goodman, T. Ullman, J. TenenbaumConference of the Cognitive Science Society , 2009.
Downloads:  

Deep Transfer via Second-Order Markov Logic

J. Davis, P. DomingosInternational Conference on Machine Learning , 2009.
Downloads:  

Distributed Parallel Inference on Large Factor Graphs

J. Gonzalez, Y. Low, C. Guestrin, D. O'HallaronUncertainty in Artificial Intelligence , 2009.
Downloads:  

Turning Down the Noise in the Blogosphere

K. El-Arini, G. Veda, D. Shahaf, C. GuestrinKnowledge Discovery and Data Mining , 2009.
Downloads:  

Unsupervised Morphological Segmentation with Log-Linear Models

H. Poon, C. Cherry, K. ToutanovaAnnual Conference of the North American Chapter of the Association for Computational Linguistics , 2009.
Downloads:  

Analytic Moment-based Gaussian Process Filtering

M. Deisenroth, M. Huber, U. HanebeckInternational Conference on Machine Learning , 2009.
Downloads:  

Residual Splash for Optimally Parallelizing Belief Propagation

J. Gonzalez, Y. Low, C. GuestrinInternational Conference on Artificial Intelligence and Statistics , 2009.
Downloads:  

Amplifying Community Content Creation with Mixed Initiative Information Extraction

R. Hoffmann, S. Amershi, K. Patel, F. Wu, J. Fogarty, D. WeldConference on Human Factors in Computing Systems , 2009.
Downloads:  

Amplifying Community Content Creation with Mixed Initiative Information Extraction

R. Hoffmann, S. Amershi, K. Patel, F. Wu, J. Fogarty, D. WeldConference on Human Factors in Computing Systems , 2009.
Downloads:  

Learning Thin Junction Trees via Graph Cuts

D. Shahaf, A. Chechetka, C. GuestrinInternational Conference on Artificial Intelligence and Statistics , 2009.
Downloads:  

Collective Modeling of Human Social Behavior

D. WyattAAAI Spring Symposium Series , 2009.
Downloads:  

What Is This, Anyway: Automatic Hypernym Discovery

A. Ritter, S. Soderland, O. EtzioniAAAI Spring Symposium Series , 2009.
Downloads:  

Learning to Generalize for Complex Selection Tasks

A. Ritter, S. BasuInternational Conference on Intelligent User Interfaces , 2009.
Downloads:  

Discovering Frequent Work Procedures From Resource Connections

J. Shen, E. Fitzhenry, T. DietterichInternational Conference on Intelligent User Interfaces , 2009.
Downloads:  

Detecting and Correcting User Activity Switches: Algorithms and Interfaces

J. Shen, J. Irvine, X. Bao, M. Goodman, S. Kolibaba, A. Tran, F. Carl, B. Kirschner, S. Stumpf, T. DietterichInternational Conference on Intelligent User Interfaces , 2009.
Downloads:  

A game-building environment for research in collaborative design

S. Tanimoto, T. Robison, S. FanInt'l Symposium on Artificial Intelligence in GamesIEEE , 2009.
Downloads:  

Faring with Facets: Building and Using Databases of Student Misconceptions

T. Madhyastha, S. TanimotoJournal of Interactive Multimedia in EducationThe Open University , 2009.
Downloads:  

Unsupervised Methods for Determining Object and Relation Synonyms on the Web

A. Yates, O. EtzioniJournal of Artificial Intelligence Research , 2009.
Downloads:  

Learning Markov Logic Network Structure via Hypergraph Lifting

S. Kok, P. DomingosInternational Conference on Machine Learning , 2009.
Downloads:  

Temporal-Informatics of the WWW

E. AdarPhD Thesis , 2009.
Downloads:  

Probabilistic Abduction using Markov Logic Networks

R. Kate, R. MooneyIJCAI Workshop on Plan, Activity, and Intent Recognition , 2009.
Downloads:  

A Family of Large Margin Linear Classifiers and Its Applications to Feature-changing Problems

J. Shen, T. DietterichSIAM International Conference on Data Mining , 2009.
Downloads:  

A Heuristic Search Approach to Planning with Continuous Resources in Stochastic Domains

N. Meuleau, E. Benazera, R. Brafman, E. Hansen,  MausamJournal of Artificial Intelligence Research , 2009.
Downloads:  

2008

Learning and Using Relational Theories

C. Kemp, N. Goodman, J. TenenbaumAnnual Conference on Neural Information Processing Systems , 2008.
Downloads:

December

Look Ma, No Hands: Analyzing the Monotonic Feature Abstraction for Text Classification

D. Downey, O. EtzioniAnnual Conference on Neural Information Processing Systems , 2008.
Downloads:

December

Open Information Extraction from the Web

O. Etzioni, S. Soderland, D. Weld, M. BankoCommunications of the ACM , 2008.
Downloads:

December

Integrating Sensing and Cueing for More Effective Activity Reminders

J. Modayil, R. Levinson, C. Harman, D. Halper, H. KautzAAAI Fall Symposium Series , 2008.
Downloads:

November

It's a Contradiction -- No, It's Not: A Case Study using Functional Relations

A. Ritter, D. Downey, S. Soderland, O. EtzioniConference on Empirical Methods in Natural Language Processing , 2008.
Downloads:

October

Joint Unsupervised Coreference Resolution with Markov Logic

H. Poon, P. DomingosConference on Empirical Methods in Natural Language Processing , 2008.
Downloads:

October

A Generative Model for Parsing Natural Language to Meaning Representations

W. Lu, H.T. Ng, W.S. Lee, L. ZettlemoyerProceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP) , 2008.
Downloads: October

Scaling Textual Inference to the Web

S. Schoenmackers, O. Etzioni, D. WeldConference on Empirical Methods in Natural Language Processing , 2008.
Downloads:

October

Towards the Automated Social Analysis of Situated Speech Data

D. Wyatt, T. Choudhury, J. Bilmes, J. KittsInternational Conference on Ubiquitous Computing , 2008.
Downloads:  

Theory Acquisition and the Language of Thought

C. Kemp, N. Goodman, J. TenenbaumConference of the Cognitive Science Society , 2008.
Downloads:  

Partitioned External Memory Value Iteration

P. Dai,  Mausam, D. WeldAAAI Conference on Artificial Intelligence , 2008.
Downloads:  

Theory-Based Social Goal Inference

C. Baker, N. Goodman, J. TenenbaumConference of the Cognitive Science Society , 2008.
Downloads:  

Information Extraction from Wikipedia: Moving Down the long Tail

F. Wu, R. Hoffmann, D. WeldKnowledge Discovery and Data Mining , 2008.
Downloads:  

Intelligence in Wikipedia

D. Weld, F. Wu, E. Adar, S. Amershi, J. Fogarty, R. Hoffmann, K. Patel, M. SkinnerAAAI Conference on Artificial Intelligence , 2008.
Downloads:  

Hybrid Markov Logic Networks

J. Wang, P. DomingosAAAI Conference on Artificial Intelligence , 2008.
Downloads:  

Modeling Semantic Cognition as Logical Dimensionality Reduction

Y. Katz, N. Goodman, K. Kersting, C. Kemp, J. TenenbaumConference of the Cognitive Science Society , 2008.
Downloads:  

A General Method for Reducing the Complexity of Relational Inference and its Application to MCMC

H. Poon, P. Domingos, M. SumnerAAAI Conference on Artificial Intelligence , 2008.
Downloads:  

Lifted First-Order Belief Propagation

P. Singla, P. DomingosAAAI Conference on Artificial Intelligence , 2008.
Downloads:  

Learning Hidden Curved Exponential Random Graph Models to Infer Face-to-Face Interaction Networks from Situated Speech Data

D. Wyatt, T. Choudhury, J. BilmesAAAI Conference on Artificial Intelligence , 2008.
Downloads:  

Augmenting Wikipedia-Extraction with Results from the Web

F. Wu, R. Hoffmann, D. WeldAAAI Conference on Artificial Intelligence , 2008.
Downloads:  

The Tradeoffs Between Open and Traditional Relation Extraction

M. Banko, O. EtzioniAnnual Meeting of the Association for Computational Linguistics , 2008.
Downloads:  

Evaluating a Crosslinguistic Grammar Resource: A Case Study of Wambaya

E. BenderAnnual Meeting of the Association for Computational Linguistics , 2008.
Downloads:  

Evaluating Visual Cues for Window Switching on Large Screens

R. Hoffmann, P. Baudisch, D. WeldConference on Human Factors in Computing Systems , 2008.
Downloads:  

Evaluating Visual Cues for Window Switching on Large Screens

R. Hoffmann, P. Baudisch, D. WeldConference on Human Factors in Computing Systems , 2008.
Downloads:  

Predictability and Accuracy in Adaptive User Interfaces

K. Gajos, K. Everitt, D. Tan, M. Czerwinski, D. WeldConference on Human Factors in Computing Systems , 2008.
Downloads:  

Automatically Refining the Wikipedia Infobox Ontology

F. Wu, D. WeldInternational World Wide Web Conference , 2008.
Downloads:  

Improving the Performance of Motor-Impaired Users with Automatically-Generated, Ability-Based Interfaces

K. Gajos, J. Wobbrock, D. WeldConference on Human Factors in Computing Systems , 2008.
Downloads:  

Recovering from Errors during Programming by Demonstration

J.H. Chen, D. WeldInternational Conference on Intelligent User Interfaces , 2008.
Downloads:  

Recovering from Errors during Programming by Demonstration

J.H. Chen, D. WeldInternational Conference on Intelligent User Interfaces , 2008.
Downloads:  

Multi-agent filtering with infinitely nested beliefs

L. Zettlemoyer, B. Milch, L.P. KaelblingNeural Information Processing Systems (NIPS) , 2008.
Downloads:  

Lifted probabilistic inference with counting formulas

B. Milch, L. Zettlemoyer, K. Kersting, M. Haimes, L.P. KaelblingProceedings of the National Conference on Artificial intelligence (AAAI) , 2008.
Downloads:  

Rao-Blackwellized Particle Filters for Recognizing Activities and Spatial Context From Wearable Sensors

A. Raj, A. Subramanya, D. Fox, J. BilmesExperimental Robotics: The 10th International SymposiumSpringer Verlag  39 , 2008.
Downloads:  

Distributed Multirobot Exploration, Mapping, and Task Allocation

R. Vincent, D. Fox, J. Ko, K. Konolige, B. Limketkai, B. Morisset, C. Ortiz, D. Schulz, B. StewartAnnals of Mathematics and Artificial Intelligence  52 :2–4 , 2008.
Downloads:  

Learning Arithmetic Circuits

D. Lowd, P. DomingosUncertainty in Artificial Intelligence , 2008.
Downloads:  

Church: A Language for Generative Models

N. Goodman, V. Mansinghka, D. Roy, K. Bonawitz, J. TenenbaumUncertainty in Artificial Intelligence , 2008.
Downloads:  

Planning with Durative Actions in Stochastic Domains

Mausam, D. WeldJournal of Artificial Intelligence Research  31 , 2008.
Downloads:  

Discovery of Social Relationships in Consumer Photo Collections using Markov Logic

P. Singla, H. Kautz, J. Luo, A. GallagherInternational Workshop on Semantic Learning and Applications in Multimedia , 2008.
Downloads:  

Probabilistic Inference for Fast Learning in Control

C. Rasmussen, M. DeisenrothLecture Notes in Computer Science , 2008.
Downloads:  

Extracting Semantic Networks from Text via Relational Clustering

S. Kok, P. DomingosEuropean Conference on Machine Learning , 2008.
Downloads:  

2007

Creating Social Network Models from Sensor Data

D. Wyatt, T. Choudhury, J. BilmesAnnual Conference on Neural Information Processing Systems , 2007.
Downloads:

December

Application of a transparent interface methodology to image processing

L. Cinque, S.S. Canizares, S. TanimotoJ. Visual Languages and Computing  15 :5 , 2007.
Downloads:

October

Strategies for Lifelong Knowledge Extraction from the Web

M. Banko, O. EtzioniInternational Conference on Knowledge Capture , 2007.
Downloads:

October

Assieme: Finding and Leveraging Implicit References in a Web Search Interface for Programmers

R. Hoffmann, J. Fogarty, D. WeldSymposium on User Interface Software and Technology , 2007.
Downloads: October

Assieme: Finding and Leveraging Implicit References in a Web Search Interface for Programmers

R. Hoffmann, J. Fogarty, D. WeldSymposium on User Interface Software and Technology , 2007.
Downloads: October

Automatically Generating User Interfaces Adapted To User's Motor And Vision Capabilities

K. Gajos, J. Wobbrock, D. WeldSymposium on User Interface Software and Technology , 2007.
Downloads: October

Lexical Translation with Application to Image Search on the Web

O. Etzioni, K. Reiter, S. Soderland, M. SammerMachine Translation Summit , 2007.
Downloads:  

Conversation Detection and Speaker Segmentation in Privacy-Sensitive Situated Speech Data

D. Wyatt, T. Choudhury, J. BilmesInterspeech , 2007.
Downloads:  

Autonomously Semantifying Wikipedia

F. Wu, D. WeldACM Conference on Information and Knowledge Management , 2007.
Downloads:  

Sparse Information Extraction: Unsupervised Language Models to the Rescue

D. Downey, S. Schoenmackers, O. EtzioniAnnual Meeting of the Association for Computational Linguistics , 2007.
Downloads:  

Navigating Extracted Data with Schema Discovery

O. Etzioni, M. Cafarella, D. SuciuInternational Workshop on the Web and Databases , 2007.
Downloads:  

Capturing Spontaneous Conversation and Social Dynamics: A Privacy Sensitive Data Collection Effort

D. Wyatt, T. Choudhury, H. KautzInternational Conference on Acoustic and Speech Signal Processing , 2007.
Downloads:  

Unsupervised Resolution of Objects and Relations on the Web

A. Yates, O. EtzioniAnnual Conference of the North American Chapter of the Association for Computational Linguistics , 2007.
Downloads:  

Machine Reading

O. Etzioni, M. Banko, M. CafarellaAAAI Spring Symposium Series , 2007.
Downloads:  

Joint Inference in Information Extraction

H. Poon, P. DomingosAAAI Spring Symposium Series , 2007.
Downloads:  

Open Information Extraction from the Web

M. Banko, M. Cafarella, S. Soderland, M. Broadhead, O. EtzioniInternational Joint Conference on Artificial Intelligence , 2007.
Downloads:  

Recursive Random Fields

D. Lowd, P. DomingosInternational Joint Conference on Artificial Intelligence , 2007.
Downloads:  

Structured Querying of Web Text

M. Cafarella, D. Suciu, O. Etzioni, M. Banko, C. ReBiennial Conference on Innovative Data Systems Research , 2007.
Downloads:  

When is temporal planning really temporal?

W. Cushing, S. Kambhampati,  Mausam, D. WeldInternational Joint Conference on Artificial Intelligence , 2007.
Downloads:  

Locating Complex Named Entities in Web Text

D. Downey, M. Broadhead, O. EtzioniInternational Joint Conference on Artificial Intelligence , 2007.
Downloads:  

A Hybridized Planner for Stochastic Domains

Mausam, P. Bertoli, D. WeldInternational Joint Conference on Artificial Intelligence , 2007.
Downloads:  

A Privacy-Sensitive Approach to Modeling Multi-Person Conversations

D. Wyatt, T. Choudhury, J. Bilmes, H. KautzInternational Joint Conference on Artificial Intelligence , 2007.
Downloads:  

Learning and Inferring Transportation Routines

L. Liao, D.  J. Patterson, D. Fox, H. KautzArtificial Intelligence  171 :5-6 , 2007.  2012 Prominent Paper Award

Hierarchical Conditional Random Fields for GPS-based Activity Recognition

L. Liao, D. Fox, H. KautzRobotics Research – Results of the 12th International Symposium ISRR , 2007.

Sequential input graphical model assessment diagrams for analysis of student activity data

S. Tanimoto, N. Evans, A. CarlsonInt'l Conf. on Advanced Learning TechnologieIEEE , 2007.
Downloads:  

Towards a shared language for problem solving in design

S. TanimotoSymposium on the Science of Design , 2007.
Downloads:  

Extending Markov Logic to Model Probability Distributions in Relational Domains

D. Jain, B. Kirchlechner, M. BeetzGerman Conference on Artificial Intelligence , 2007.
Downloads:  

Efficient Weight Learning for Markov Logic Networks

D. Lowd, P. DomingosEuropean Conference on Principles and Practice of Knowledge Discovery in Databases , 2007.
Downloads:  

Structured Machine Learning: Ten Problems for the Next Ten Years

P. DomingosInternational Conference on Inductive Logic Programming , 2007.
Downloads:  

Markov Logic in Infinite Domains

P. Singla, P. DomingosUncertainty in Artificial Intelligence , 2007.
Downloads:  

Statistical Predicate Invention

S. Kok, P. DomingosInternational Conference on Machine Learning , 2007.
Downloads:  

Evaluating Temporal Planning Domains

W. Cushing, S. Kambhampati, K. Talamadupula, D. Weld,  MausamInternational Conference on Automated Planning and Scheduling , 2007.
Downloads:  

2006

Towards Activity Databases: Using Sensors and Statistical Models to Summarize People's Lives

T. Choudhury, M. Philipose, D. Wyatt, J. LesterIEEE Data Engineering Bulletin , 2006.
Downloads:

December

Structured Queries Over Web Text

M. Cafarella, O. Etzioni, D. SuciuIEEE Data Engineering Bulletin , 2006.
Downloads:

December

Automatically Generating Custom User Interfaces for Users With Physical Disabilities

K. Gajos, J.J. Long, D. WeldACM SIGACCESS Conference on Assistive Technologies , 2006.
Downloads: October

Ambiguity Reduction for Machine Translation: Human-Computer Collaboration

M. Sammer, K. Reiter, S. Soderland, K. Kirchhoff, O. Etzionibiennial conference of the Association for Machine Translation in the Americas , 2006.
Downloads:  

Detecting Parser Errors Using Web-based Semantic Filters

A. Yates, S. Schoenmackers, O. EtzioniConference on Empirical Methods in Natural Language Processing , 2006.
Downloads:  

Centibots: Very large scale distributed robotic teams

K. Konolige, D. Fox, C. Ortiz, A. Agno, M. Eriksen, B. Limketkai, J. Ko, B. Morisset, D. Schulz, B. Stewart, R. VincentExperimental Robotics: The 9th International SymposiumSpringer Verlag  21 , 2006.

A transparent interface to statespace search programs

S. Tanimoto, S. LevialdiACM Symposium on Software Visualization (SoftVis 2006)Assoc. Comput. Machin. , 2006.
Downloads:  

Distributed Multi-robot Exploration and Mapping

D. Fox, J. Ko, K. Konolige, B. Limketkai, B. StewartProc. of the IEEE  94 :7 , 2006.  

Unifying Logical and Statistical AI

P. Domingos, S. Kok, H. Poon, M. Richardson, P. SinglaAAAI Conference on Artificial Intelligence , 2006.
Downloads:  

Sound and Efficient Inference with Probabilistic and Deterministic Dependencies

H. Poon, P. DomingosAAAI Conference on Artificial Intelligence , 2006.
Downloads:  

Entity Resolution with Markov Logic

P. Singla, P. DomingosIEEE International Conference on Data Mining , 2006.
Downloads:  

Probabilistic Temporal Planning with Uncertain Durations

Mausam, D. WeldAAAI Conference on Artificial Intelligence , 2006.
Downloads:  

Machine Reading

O. Etzioni, M. Banko, M. CafarellaAAAI Conference on Artificial Intelligence , 2006.
Downloads:  

Challenges for Temporal Planning with Uncertain Durations

Mausam, D. WeldInternational Conference on Automated Planning and Scheduling , 2006.
Downloads:  

Markov Logic Networks

M. Richardson, P. DomingosMachine Learning Journal , 2006.
Downloads:  

Memory-Efficient Inference in Relational Domains

P. Singla, P. DomingosAAAI Conference on Artificial Intelligence , 2006.
Downloads:  

2005

KnowItNow: Fast, Scalable Information Extraction from the Web

M. Cafarella, D. Downey, S. Soderland, O. EtzioniConference on Empirical Methods in Natural Language Processing , 2005.
Downloads:

October

Preference Elicitation for Interface Optimization

K. Gajos, D. WeldSymposium on User Interface Software and Technology , 2005.
Downloads: October

Extracting Product Features and Opinions from Reviews

O. Etzioni, A.M. PopescuConference on Empirical Methods in Natural Language Processing , 2005.
Downloads:

October

Probabilistic Robotics

S. Thrun, W. Burgard, D. FoxProbabilistic RoboticsMIT Press , 2005.  
Downloads:  

Planning with Continuous Resources in Stochastic Domains

Mausam, E. Benazera, R. Brafman, N. Meuleau, E. HansenInternational Joint Conference on Artificial Intelligence , 2005.
Downloads:  

A Probabilistic Model of Redundancy in Information Extraction

D. Downey, O. Etzioni, S. SoderlandInternational Joint Conference on Artificial Intelligence , 2005.
Downloads:  

Discriminative Training of Markov Logic Networks

P. Singla, P. DomingosAAAI Conference on Artificial Intelligence , 2005.
Downloads:  

Unsupervised Activity Recognition Using Automatically Mined Common Sense

D. Wyatt, M. Philipose, T. ChoudhuryAAAI Conference on Artificial Intelligence , 2005.
Downloads:  

Unsupervised Named-Entity Extraction from the Web: An Experimental Study

O. Etzioni, M. Cafarella, D. Downey, A.M. Popescu, S. Soderland, D. Weld, A. Yates, T. ShakedArtificial Intelligence , 2005.
Downloads:  

A Search Engine for Natural Language Applications

M. Cafarella, O. EtzioniInternational World Wide Web Conference , 2005.
Downloads:  

Introduction to Python for Arti cial Intelligence

S. TanimotoReady NotesIEEE Computer Society , 2005.
Downloads:  

Naive Bayes Models for Probability Estimation

D. Lowd, P. DomingosInternational Conference on Machine Learning , 2005.
Downloads:  

Fine-Grained Activity Recognition by Aggregating Abstract Object Usage

D. Patterson, D. Fox, H. Kautz, M. PhiliposeProc. of the International Symposium on Wearable Computers , 2005.  Best Paper Award

A Hierarchical Bayesian Approach to the Revisiting Problem in Mobile Robot Map Building

D. Fox, J. Ko, K. Konolige, B. StewartRobotics Research: The Eleventh International SymposiumSpringer Verlag , 2005.

Concurrent Probabilistic Temporal Planning

Mausam, D. WeldInternational Conference on Automated Planning and Scheduling , 2005.
Downloads:  

Mining social networks for viral marketing

P. DomingosIEEE Intelligent Systems , 2005.
Downloads:  

Object identification with attribute-mediated dependencies

P. Singla, P. DomingosEuropean Conference on Principles and Practice of Knowledge Discovery in Databases , 2005.
Downloads:  

Learning the Structure of Markov Logic Networks

S. Kok, P. DomingosInternational Conference on Machine Learning , 2005.
Downloads:  

2004

Semantic Email: Theory and Applications

L. McDowell, O. Etzioni, A. HalevyJournal of Web Semantics , 2004.
Downloads:

December

The Specification of Agent Behavior by Ordinary People: A Case Study

L. McDowell, O. Etzioni, A. HalevyInternational Semantic Web Conference , 2004.
Downloads:

November

Modern Natural Language Interfaces to Databases: Composing Statistical Parsing with Semantic Tractability

A.M. Popescu, A. Armanasu, O. Etzioni, D. Ko, A. YatesInternational Conference on Computational Linguistics , 2004.
Downloads:  

iMAP: Discovering Complex Semantic Matches between Database Schemas

R. Dhamankar, Y. Lee, A.H. Doan, A. Halevy, P. DomingosACM SIGMOD International Conference on Management of Data , 2004.
Downloads:  

WebScale Information Extraction in KnowItAll (Preliminary Results)

O. Etzioni, M. Cafarella, D. Downey, S. Kok, A.M. Popescu, T. Shaked, S. Soderland, D. Weld, A. YatesInternational World Wide Web Conference , 2004.
Downloads:  

Semantic Email

O. Etzioni, L. McDowell, A. Halevy, H. LevyInternational World Wide Web Conference , 2004.
Downloads:  

SUPPLE: Automatically Generating User Interfaces

K. Gajos, D. WeldInternational Conference on Intelligent User Interfaces , 2004.
Downloads:  

Opportunity Knocks: a System to Provide Cognitive Assistance with Transportation Services

D. Patterson, L. Liao, K. Gajos, M. Collier, N. Livic, K. Olson, S. Wang, D. Fox, H. KautzUbiComp , 2004.

Learning and Inferring Transportation Routines

L. Liao, D. Fox, H. KautzAAAI , 2004.  Outstanding Paper Award

Map-based Multiple Model Tracking of a Moving Object

C.T. Kwok, D. FoxRoboCup 2004: Robot Soccer World Cup VIII  3276 , 2004.  Best Paper Award

Mapping and Localization with RFID Technology

D. Hähnel, W. Burgard, D. Fox, K. Fishkin, M. PhiliposeICRA , 2004.

Real-time particle filters

C.T. Kwok, D. Fox, M. MeilăProceedings of the IEEE  92 :2 , 2004.  

Adversarial Classification

N. Dalvi, P. Domingos,  Mausam, S. Sanghai, D. VermaKnowledge Discovery and Data Mining , 2004.
Downloads:  

Methods for Domain-Independent Information Extraction from the Web: An Experimental Comparison

O. Etzioni, M. Cafarella, D. Downey, A.M. Popescu, T. Shaked, S. Soderland, A. YatesAAAI Conference on Artificial Intelligence , 2004.
Downloads:  

Multi-relational record linkage

P. Singla, P. DomingosKDD Workshop on Multi-Relational Data Mining , 2004.
Downloads:  

Solving Concurrent Markov Decision Processes

Mausam, D. WeldAAAI Conference on Artificial Intelligence , 2004.
Downloads:  

2003

Trust management for the Semantic Web

M. Richardson, R. Agrawal, P. DomingosInternational Semantic Web Conference , 2003.
Downloads:

October

Mangrove: Enticing Ordinary People onto the Semantic Web via Instant Gratification

L. McDowell, O. Etzioni, A. Halevy, H. Levy, S. Gribble, W. Pentney, D. Verma, S. VlassevaInternational Semantic Web Conference , 2003.
Downloads:

October

Semantic Email: Adding Lightweight Data Manipulation Capabilities to the Email Habitat

O. Etzioni, A. Halevy, H. Levy, L. McDowellInternational Workshop on the Web and Databases , 2003.
Downloads:  

A Reliable Natural Language Interface To Household Appliances

A. Yates, O. Etzioni, D. WeldInternational Conference on Intelligent User Interfaces , 2003.
Downloads:  

Towards a Theory of Natural Language Interfaces to Databases

A.M. Popescu, O. Etzioni, H. KautzInternational Conference on Intelligent User Interfaces , 2003.
Downloads:  

Inferring High-Level Behavior from Low-Level Sensors

D. Patterson, L. Liao, D. Fox, H. KautzUbiComp , 2003.  10 Year Impact Award

Bayesian Filtering for Location Estimation

D. Fox, J. Hightower, L. Liao, D. Schulz, G. BorrielloIEEE Pervasive Computing Magazine  2 :3 , 2003.  

CentiBOTS: Large-Scale Robot Teams

K. Konolige, C. Ortiz, R. Vincent, A. Agno, M. Eriksen, B. Limetkai, M. Lewis, L. Briesemeister, E. Ruspini, D. Fox, J. Ko, B. Stewart, L. GuibasMulti-Robot Systems: From Swarms to Intelligent AutomataKluwer  II , 2003.
Downloads:  

Bayesian Techniques for Location Estimation

D. Fox, J. Hightower, H. Kautz, L. Liao, D.  J. PattersonProc. of the UbiComp-2003 Workshop on Location-Aware Computing , 2003.

Research on Statistical Relational Learning at the University of Washington

P. Domingos, Y. Abe, C. Anderson, A. Doan, D. Fox, A. Halevy, G. Hulten, H. Kautz, T. Lau, L. Liao, J. Madhavan, D. Mausam, M. Richardson, S. Sanghai, D. Weld, S. WolfmanProc. of the IJCAI-2003 Workshop on Learning Statistical Models from Relational Data , 2003.
Downloads:  

Real-time Particle Filters

C.T. Kwok, D. Fox, M. MeilăNIPSMIT Press , 2003.

Map merging for distributed robot navigation

K. Konolige, D. Fox, J. Ko, B. Limketkai, B. StewartIROS , 2003.
Downloads:  

Distributed Multi-Robot Mapping

D. Fox, J. Ko, B. Stewart, K. Konolige, B. LimetkaiMulti-Robot Systems: From Swarms to Intelligent AutomataKluwer  II , 2003.
Downloads:  

Mining massive relational databases

G. Hulten, P. Domingos, Y. AbeInternational Workshop on Statistical Relational Learning , 2003.
Downloads:  

Learning with knowledge from multiple experts

M. Richardson, P. DomingosInternational Conference on Machine Learning , 2003.
Downloads:  

Building large knowledge bases by mass collaboration

M. Richardson, P. DomingosInternational Conference on Knowledge Capture , 2003.
Downloads:  

2002

Learning from Infinite Data in Finite Time

P. Domingos, G. HultenAnnual Conference on Neural Information Processing Systems , 2002.
Downloads:

December

PlantCare: An investigation in practical ubiquitous systems

A. LaMarca, W. Brunette, D. Koizumi, M. Lease, S.B. Sigurdsson, K. Sikorski, D. Fox, G. BorrielloUbiComp , 2002.

Toward Object Mapping in Dynamic Environments With Mobile Robots

R. Biswas, B. Limketkai, S. Sanner, S. ThrunIROS , 2002.
Downloads:  

Making sensor networks practical with robots

A. LaMarca, W. Brunette, D. Koizumi, M. Lease, S.B. Sigurdsson, K. Sikorski, D. Fox, G. BorrielloPervasive , 2002.

Real-time Particle Filters Using Mixtures of Samples Sets

C.T. Kwok, D. Fox, M. MeilăAAAI/KDD/UAI-2002 Joint Workshop on Real-Time Decision Support and Diagnosis Systems , 2002.
Downloads:  

An Overview of the Assisted Cognition Project

H. Kautz, L. Arnstein, G. Borriello, O. Etzioni, D. FoxAAAI Workshop on Automation as Caregiver: The Role of Intelligent Technology in Elder Care , 2002.
Downloads:  

Intelligent Ubiquitous Computing to Support Alzheimer's Patients: Enabling the Cognitively Disabled

D. Patterson, O. Etzioni, D. Fox, H. KautzUbiCog '02: First International Workshop on Ubiquitous Computing for Cognitive Aids , 2002.
Downloads:  

Mining Complex Models from Arbitrarily Large Databases in Constant Time

G. Hulten, P. DomingosKnowledge Discovery and Data Mining , 2002.
Downloads:  

Mining knowledge-sharing sites for viral marketing

M. Richardson, P. DomingosKnowledge Discovery and Data Mining , 2002.
Downloads:  

Learning to Map between Ontologies on the Semantic Web

A.H. Doan, J. Madhavan, P. Domingos, A. HalevyInternational World Wide Web Conference , 2002.
Downloads:  

Relational Markov models and their application to adaptive Web navigation

C. Anderson, P. Domingos, D. WeldKnowledge Discovery and Data Mining , 2002.
Downloads:  

2001

A General Method for Scaling Up Machine Learning Algorithms and its Application to Clustering

P. Domingos, G. HultenInternational Conference on Machine Learning , 2001.
Downloads:  

Reconciling Schemas of Disparate Data Sources: A Machine-Learning Approach

A.H. Doan, P. Domingos, A. HalevyACM SIGMOD International Conference on Management of Data , 2001.
Downloads:  

Distributed Transcripts for Online Learning: Design Issues

S.L. TanimotoJournal of Interactive Media in Education :3 , 2001.
Downloads:  

Integrated Plan-based Control of Autonomous Service Robots in Human Environments

M. Beetz, T. Arbuckle, T. Belker, M. Bennewitz, W. Burgard, A.B. Cremers, D. Fox, H. Grosskreutz, D. Hähnel, D. SchulzIEEE Intelligent Systems  16 :5 , 2001.

Robust Monte Carlo localization for mobile robots

S. Thrun, D. Fox, W. Burgard, F. DellaertArtificial Intelligence  128 :1-2 , 2001.

Mining the network value of customers

P. Domingos, M. RichardsonKnowledge Discovery and Data Mining , 2001.
Downloads:  

The intelligent surfer: Probabilistic combination of link and content information in PageRank

M. Richardson, P. DomingosAnnual Conference on Neural Information Processing Systems , 2001.
Downloads:  

Mining Time-Changing Data Streams

G. Hulten, P. Domingos, L. SpencerKnowledge Discovery and Data Mining , 2001.
Downloads:  

2000

Probabilistic Algorithms and the Interactive Museum Tour-Guide Robot Minerva.

S. Thrun, M. Beetz, M. Bennewitz, W. Burgard, A.  B. Cremers, F. Dellaert, D. Fox, D. Hähnel, C. Rosenberg, N. Roy, J. Schulte, D. SchulzInternational Journal of Robotics Research  19 :11 , 2000.

Coordination for Multi-Robot Exploration and Mapping

R. Simmons, D. Apfelbaum, W. Burgard, D. Fox, M. Moors, S. Thrun, H. YounesAAAI , 2000.

Retrieval of Images Using Rich Region Descriptions

L. Cinque, L. F., S. Levialdi, S. TanimotoJ. Visual Languages and Computing  11 :3 , 2000.
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Web Interfaces for Mobile Robots in Public Places

D. Schulz, W. Burgard, D. Fox, S. Thrun, A.  B. CremersIEEE Robotics and Automation Magazine  7 :1 , 2000.

Collaborative Multi-Robot Exploration

W. Burgard, M. Moors, D. Fox, R. Simmons, S. ThrunICRA , 2000.

Soccer-Robot Locatization Using Sporadic Visual Features

S. Enderle, M. Ritter, D. Fox, S. Sablatnög, G. Kraetzschmar, G. PalmIAS , 2000.

Efficient multi-robot localization based on Monte Carlo approximation

D. Fox, W. Burgard, H. Kruppa, S. ThrunRobotics Research: the Ninth International SymposiumSpringer-Verlag , 2000.

A Probabilistic Approach to Collaborative Multi-Robot Localization

D. Fox, W. Burgard, H. Kruppa, S. ThrunAutonomous Robots  8 :3 , 2000.

Coordinated Deployment of Multiple, Heterogeneous Robots

R. Simmons, D. Apfelbaum, D. Fox, R.P. Goldman, K.Z. Haigh, D.J. Musliner, M. Pelican, S. ThrunIROS , 2000.

Mining high-speed data streams

G. Hulten, P. DomingosKnowledge Discovery and Data Mining , 2000.
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1999

Experiences with an Interactive Museum Tour-Guide Robot

W. Burgard, A.  B. Cremers, D. Fox, D. Hähnel, G. Lakemeyer, D. Schulz, W. Steiner, S. ThrunArtificial Intelligence  114 :1-2 , 1999.

Experiences with two deployed interactive tour-guide robots

S. Thrun, M. Bennewitz, W. Burgard, A.  B. Cremers, F. Dellaert, D. Fox, D. Hähnel, C. Rosenberg, N. Roy, J. Schulte, D. Schulz, W. SteinerFSR , 1999.

Monte Carlo Localization: Efficient Position Estimation for Mobile Robots

D. Fox, W. Burgard, F. Dellaert, S. ThrunAAAI , 1999.  AAAI 2017 Classic Paper Award

Probabilistic Methods for Mobile Robot Mapping

D. Fox, W. Burgard, S. ThrunProc. of the IJCAI-99 Workshop on Adaptive Spatial Representations of Dynamic Environments , 1999.
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MINERVA: A second generation mobile tour-guide robot

S. Thrun, M. Bennewitz, W. Burgard, A.  B. Cremers, F. Dellaert, D. Fox, D. Hähnel, C. Rosenberg, N. Roy, J. Schulte, D. SchulzICRA , 1999.

Markov Localization for Mobile Robots in Dynamic Environments

D. Fox, W. Burgard, S. ThrunJournal of Artificial Intelligence Research  11 , 1999.  Honorable mention: 2004 IJCAII-JAIR best paper prize

Collaborative Multi-Robot Localization

D. Fox, W. Burgard, H. Kruppa, S. ThrunKISpringer Verlag , 1999.

Sonar-Based Mapping of Large-Scale Mobile Robot Environments Using EM

W. Burgard, D. Fox, H. Jans, C. Matenar, S. ThrunICML , 1999.
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/home/dfox/www/postscripts/em-mapping-icml-99.ps.gz PS

Markov Localization for Reliable Robot Navigation and People Detection

D. Fox, W. Burgard, S. ThrunModelling and Planning for Sensor-Based Intelligent Robot SystemsSpringer Verlag , 1999.
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Coastal navigation: Mobile robot navigation with uncertainty in dynamic environments

N. Roy, W. Burgard, D. Fox, S. ThrunICRA , 1999.
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Monte Carlo Localization for Mobile Robots

F. Dellaert, D. Fox, W. Burgard, S. ThrunICRA , 1999.

1998

An Experimental Comparison of Localization Methods

J.S. Gutmann, W. Burgard, D. Fox, K. KonoligeIROS , 1998.  Best Paper Award

The Interactive Museum Tour-Guide Robot

W. Burgard, A.  B. Cremers, D. Fox, D. Hähnel, G. Lakemeyer, D. Schulz, W. Steiner, S. ThrunAAAI , 1998.  AAAI 1998 Outstanding Paper Award, AAAI 2016 Classic Paper Award

Probabilistic Mapping of an Environment by a Mobile Robot

S. Thrun, D. Fox, W. BurgardICRA , 1998.
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The Museum Tour-Guide Robot RHINO

W. Burgard, A.  B. Cremers, D. Fox, D. Hähnel, G. Lakemeyer, D. Schulz, W. Steiner, S. ThrunProc. of Fachgespräch Autonome Mobile Systeme (AMS'98) , 1998.
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Real Robots for the Real World –- The RHINO Museum Tour-guide Project

W. Burgard, D. Fox, D. Hähnel, G. Lakemeyer, D. Schulz, W. Steiner, S. Thrun, A.  B. CremersProc. of the AAAI 1998 Spring Symposium on Integrating Robotics Research: Taking the Next Leap , 1998.
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Active Markov Localization for Mobile Robots

D. Fox, W. Burgard, S. ThrunRobotics and Autonomous Systems  25 , 1998.

Integrating Active Localization into High-level Robot Control Systems

M. Beetz, W. Burgard, D. Fox, A.  B. CremersRobotics and Autonomous Systems  23 , 1998.
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Coastal Navigation: Robot Motion with Uncertainty

N. Roy, W. Burgard, D. Fox, S. ThrunProc. of the 1998 AAAI Fall Symposium , 1998.
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1997

Probabilistic State Estimation in Robotics

S. Thrun, D. Fox, W. BurgardProc. of the Workshop on Self-Organization of Adaptive Behavior, Ilmenau, GermanyVDI-Verlag , 1997.
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The Dynamic Window Approach to Collision Avoidance

D. Fox, W. Burgard, S. ThrunIEEE Robotics & Automation Magazine  4 :1 , 1997.

Active Mobile Robot Localization by Entropy Minimization

W. Burgard, D. Fox, S. ThrunProc. of the Second Euromicro Workshop on Advanced Mobile RobotsIEEE Computer Society Press , 1997.
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Active Localization for Service Robot Applications

M. Beetz, W. Burgard, A.  B. Cremers, D. FoxProc. of the 5th Symposium for Intelligent Robotics Systems (SIRS'97), Stockholm, Sweden , 1997.
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1996

Estimating the Absolute Position of a Mobile Robot Using Position Probability Grids

W. Burgard, D. Fox, D. Hennig, T. SchmidtAAAI , 1996.  Honorable mention: AAAI 2014 Classic Paper Award

Map Learning and High-Speed Navigation in RHINO

S. Thrun, A. Bücken, W. Burgard, D. Fox, T. Fröhlinghaus, D. Hennig, T. Hofmann, M. Krell, T. Schimdt , 1996.

Position Tracking with Position Probability Grids

W. Burgard, D. Fox, D. Hennig, T. SchmidtProc. of the First Euromicro Workshop on Advanced Mobile RobotsIEEE Computer Society Press , 1996.
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Controlling Synchro-drive Robots with the Dynamic Window Approach to Collision Avoidance

D. Fox, W. Burgard, S. ThrunIROS , 1996.
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1995

The Mobile Robot RHINO

J. Buhmann, W. Burgard, A.  B. Cremers, D. Fox, T. Hofmann, F. Schneider, J. Strikos, S. ThrunAI Magazine  16 :2 , 1995.
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1987

The Elements of Artificial Intelligence: An Introduction Using Lisp

S. TanimotoPrinciples of Computer ScienceComputer Science Press , 1987.
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