Luke Zettlemoyer

2017

Program synthesis from natural language using recurrent neural networks

X.Victoria Lin, C. Wang, D. Pang, K. Vu, L. Zettlemoyer, M.D. ErnstUniversity of Washington Department of Computer Science and Engineering:UW-CSE-17-03-01, 2017.
Downloads: Tellina tool 

2016

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.
Downloads: WEB DATA DEMO 

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.
Downloads: CODE 

Human-in-the-Loop Parsing

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

LSTM CCG Parsing

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

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.

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*

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.

Globally Coherent Text Generation with Neural Checklist Models

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

2015

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.
Downloads: CODE and DATA SLIDES 

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.

Scalable Semantic Parsing with Partial Ontologies

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

Joint A CCG Parsing and Semantic Role Labeling

M. Lewis, L. He, L. ZettlemoyerConference on Empirical Methods in Natural Language Processing (EMNLP), 2015.
Downloads: CODE SLIDES DEMO 

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.

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*

Extreme Extraction: Only One Hour per Relation

R. Hoffmann, L. Zettlemoyer, D.S. WeldCoRR abs/1506.06418, 2015.

Event Detection and Factuality Assessment with Non-Expert Supervision

K. Lee, Y. Artzi, Y. Choi, L. ZettlemoyerConference on Empirical Methods in Natural Language Processing (EMNLP), 2015.
Downloads: POSTER SLIDES DATA 

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.

2014

Open Question Answering Over Curated and Extracted Knowledge Bases

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

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.

Morpho-syntactic Lexical Generalization for CCG Semantic Parsing

A.X. Wang, T. Kwiatkowski, L. ZettlemoyerConference on Empirical Methods in Natural Language Processing (EMNLP), 2014.

Learning to Automatically Solve Algebra Word Problems

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

Introduction to the special issue on learning semantics.

A. Bordes, L. Bottou, R. Collobert, D. Roth, J. Weston, L. ZettlemoyerMachine Learning 94, 2014: 127–131.

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

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

Context-dependent Semantic Parsing for Time Expressions

K. Lee, Y. Artzi, J. Dodge, L. ZettlemoyerAssociation for Computational Linguistics (ACL), 2014.
Downloads: DEMO CODE TOOL 

2013

Joint Coreference Resolution and Named-Entity Linking with Multi-pass Sieves

H. Hajishirzi, L. Zilles, D.S. Weld, L. ZettlemoyerConference on Empirical Methods in Natural Language Processing (EMNLP), 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: 367–378.
Downloads: SLIDES 

Paraphrase-Driven Learning for Open Question Answering

A. Fader, L. Zettlemoyer, O. EtzioniAssociation for Computational Linguistics (ACL), 2013.
Downloads: CODE DATA 

Lightly Supervised Learning of Procedural Dialog Systems

S. Volkova, P. Choudhury, C. Quirk, B. Dolan, L.S. ZettlemoyerAssociation for Computational Linguistics (ACL), 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: 49–62.
Downloads: CODE 

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.

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.

Automatic Idiom Identification in Wiktionary

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

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.
Downloads: VIDEO 

“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.

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.
Downloads: DATA 

2012

Discriminative Learning for Joint Template Filling

E. Minkov, L. ZettlemoyerAssociation for Computational Linguistics (ACL), 2012: 845–853.

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.

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.

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: 3–12.

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.

A Probabilistic Model of Syntactic and Semantic Acquisition from Child-Directed Utterances and their Meanings

T. Kwiatkowski, S. Goldwater, L. Zettlemoyer,  SteedmanProceedings of the Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2012.

2011

Bootstrapping Semantic Parsers from Conversations

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

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: 1512–1523.

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.
Downloads: Source Code 

2010

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.

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.

2009

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.

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*

2008

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: 783–792.

Multi-agent filtering with infinitely nested beliefs

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

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: 1062–1068.

2007

Learning Probabilistic Relational Dynamics for Multiple Tasks

A. Deshpande, B. Milch, L.S. Zettlemoyer, L.P. KaelblingProceedings of the Conference on Uncertainty in Artificial Intelligence (UAI), 2007.

Online Learning of Relaxed CCG Grammars for Parsing to Logical Form

L.S. Zettlemoyer, M. CollinsProceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2007.
Downloads: SLIDES 

Selective Phrase Pair Extraction for Improved Statistical Machine Translation

L.S. Zettlemoyer, R.C. MooreConference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2007.
Downloads: SLIDES 

Logical Particle Filtering

L.S. Zettlemoyer, H.M. Pasula, L.P. KaelblingProceedings of the Dagstuhl Seminar on Probabilistic, Logical, and Relational Learning, 2007.
Downloads: SLIDES 

Learning Symbolic Models of Stochastic Domains

H.M. Pasula, L.S. Zettlemoyer, L.P. KaelblingJournal of Artificial Intelligence Research  29, 2007.

2005

Learning to Map Sentences to Logical Form: Structured Classification with Probabilistic Categorial Grammars

L.S. Zettlemoyer, M. CollinsProceedings of the Conference on Uncertainty in Artificial Intelligence (UAI), 2005. *Best Paper Award*
Downloads: SLIDES 

Learning Planning Rules in Noisy Stochastic Worlds

L.S. Zettlemoyer, H.M. Pasula, L.P. KaelblingProceedings of the National Conference on Artificial Intelligence (AAAI), 2005.

2004

Learning Probabilistic Relational Planning Rules

H.M. Pasula, L.S. Zettlemoyer, L.P. KaelblingProceedings of the International Conference on Automated Planning and Scheduling (ICAPS), 2004.

2000

Visual generalization in programming by example

R.St. Amant, H. Lieberman, R. Potter, L.S. Zettlemoyer Communications of the ACM 43:3, 2000.

The user interface as an agent environment

R.St. Amant, L.S. ZettlemoyerProceedings of the International Conference on Autonomous Agents (Agents), 2000.

1999

IBOTS: Agent control through the user interface

L.S. Zettlemoyer, R.St. Amant, M.S. DulbergInternational Conference on Intelligent User Interfaces (IUI), 1999.

Towards Narrative-Centered Learning Environments

B.W. Mott, C.C. Callaway, L.S. Zettlemoyer, S.Y. Lee, J.C. LesterWorking Notes of the AAAI Fall Symposium on Narrative Intelligence, 1999.

An Imprecise Mouse Gesture for the Fast Activation of Controls

M.S. Dulberg, R.St. Amant, L.S. ZettlemoyerProceedings of International Conference on Human-Computer Interaction (INTERACT), 1999.

Explanatory Lifelike Avatars: Performing User-Centered Tasks in 3D Learning Environments

J.C. Lester, L.S. Zettlemoyer, J.P. Grégoire, W.H. BaresProceedings of the International Conference on Autonomous Agents (Agents), 1999.

Detecting and Correcting Misconceptions with Lifelike Avatars in 3D Learning Environments

J.P. Grégoire, L.S. Zettlemoyer, J.C. LesterProceedings of the World Conference on Artificial Intelligence in Education (AI-ED), 1999.

A visual medium for programmatic control of interactive applications

L.S. Zettlemoyer, R.St. AmantConference on Human Factors in Computing Systems (CHI), 1999.

1998

Task-Sensitive Cinematography Interfaces for Interactive 3D Learning Environments

W.H. Bares, L.S. Zettlemoyer, D.W. Rodriguez, J.C. LesterProceedings of the International Conference on Intelligent User Interfaces (IUI), 1998.

Habitable 3D Learning Environments for Situated Learning

W.H. Bares, L.S. Zettlemoyer, J.C. LesterProceedings of the International Conference on Intelligent Tutoring Systems (ITS), 1998.