Bootstrapping Semantic Parsers from Conversations. - Yoav Artzi; Luke Zettlemoyer (EMNLP, 2011)

Predicting Responses to Microblog Posts. - Yoav Artzi; Patrick Pantel; Michael Gamon (HLT-NAACL, 2012)

Semantic Parsing with Combinatory Categorial Grammars. - Yoav Artzi; Nicholas FitzGerald; Luke Zettlemoyer (ACL (Tutorial Abstracts), 2013)

Learning Distributions over Logical Forms for Referring Expression Generation. - Nicholas FitzGerald; Yoav Artzi; Luke Zettlemoyer (EMNLP, 2013)

Scaling Semantic Parsers with On-the-Fly Ontology Matching. - Tom Kwiatkowski; Eunsol Choi; Yoav Artzi; Luke Zettlemoyer (EMNLP, 2013)

UW SPF: The University of Washington Semantic Parsing Framework. - Yoav Artzi; Luke Zettlemoyer (CoRR, 2013)

Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to Actions. - Yoav Artzi; Luke Zettlemoyer (Trans. Assoc. Comput. Linguistics, 2013)

Programming by Demonstration with Situated Semantic Parsing. - Yoav Artzi; Maxwell Forbes; Kenton Lee; Maya Cakmak (AAAI Fall Symposia, 2014)

Learning to Automatically Solve Algebra Word Problems. - Nate Kushman; Luke Zettlemoyer; Regina Barzilay; Yoav Artzi (ACL (1), 2014)

Context-dependent Semantic Parsing for Time Expressions. - Kenton Lee; Yoav Artzi; Jesse Dodge; Luke Zettlemoyer (ACL (1), 2014)

Learning Compact Lexicons for CCG Semantic Parsing. - Yoav Artzi; Dipanjan Das 001; Slav Petrov (EMNLP, 2014)

Broad-coverage CCG Semantic Parsing with AMR. - Yoav Artzi; Kenton Lee; Luke Zettlemoyer (EMNLP, 2015)

Event Detection and Factuality Assessment with Non-Expert Supervision. - Kenton Lee; Yoav Artzi; Yejin Choi 001; Luke Zettlemoyer (EMNLP, 2015)

Situated Learning and Understanding of Natural Language. - Yoav Artzi (2015)

Neural Shift-Reduce CCG Semantic Parsing. - Dipendra Kumar Misra; Yoav Artzi (EMNLP, 2016)

A Corpus of Natural Language for Visual Reasoning. - Alane Suhr; Mike Lewis; James Yeh; Yoav Artzi (ACL (2), 2017)

Modeling Sub-Document Attention Using Viewport Time. - Max Grusky; Jeiran Jahani; Josh Schwartz; Dan Valente; Yoav Artzi; Mor Naaman (CHI, 2017)

Mapping Instructions and Visual Observations to Actions with Reinforcement Learning. - Dipendra Kumar Misra; John Langford 001; Yoav Artzi (EMNLP, 2017)

Training RNNs as Fast as CNNs. - Tao Lei; Yu Zhang 033; Yoav Artzi (CoRR, 2017)

Visual Reasoning with Natural Language. - Stephanie Zhou; Alane Suhr; Yoav Artzi (CoRR, 2017)

Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation. - Alane Suhr; Yoav Artzi (ACL (1), 2018)

Mapping Navigation Instructions to Continuous Control Actions with Position-Visitation Prediction. - Valts Blukis; Dipendra Kumar Misra; Ross A. Knepper; Yoav Artzi (CoRL, 2018)

Simple Recurrent Units for Highly Parallelizable Recurrence. - Tao Lei 001; Yu Zhang; Sida I. Wang; Hui Dai; Yoav Artzi (EMNLP, 2018)

Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction. - Dipendra Kumar Misra; Andrew Bennett; Valts Blukis; Eyvind Niklasson; Max Shatkhin; Yoav Artzi (EMNLP, 2018)

Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies. - Max Grusky; Mor Naaman; Yoav Artzi (NAACL-HLT, 2018)

Learning to Map Context-Dependent Sentences to Executable Formal Queries. - Alane Suhr; Srinivasan Iyer 001; Yoav Artzi (NAACL-HLT, 2018)

Following High-level Navigation Instructions on a Simulated Quadcopter with Imitation Learning. - Valts Blukis; Nataly Brukhim; Andrew Bennett; Ross A. Knepper; Yoav Artzi (Robotics: Science and Systems, 2018)

Evaluating Visual Reasoning through Grounded Language Understanding. - Alane Suhr; Mike Lewis; James Yeh; Yoav Artzi (AI Mag., 2018)

CHALET: Cornell House Agent Learning Environment. - Claudia Yan; Dipendra Kumar Misra; Andrew Bennett; Aaron Walsman; Yonatan Bisk; Yoav Artzi (CoRR, 2018)

A Corpus for Reasoning About Natural Language Grounded in Photographs. - Alane Suhr; Stephanie Zhou; Iris Zhang; Huajun Bai; Yoav Artzi (CoRR, 2018)

A Corpus for Reasoning about Natural Language Grounded in Photographs. - Alane Suhr; Stephanie Zhou; Ally Zhang; Iris Zhang; Huajun Bai; Yoav Artzi (ACL (1), 2019)

Learning to Map Natural Language Instructions to Physical Quadcopter Control using Simulated Flight. - Valts Blukis; Yannick Terme; Eyvind Niklasson; Ross A. Knepper; Yoav Artzi (CoRL, 2019)

TOUCHDOWN: Natural Language Navigation and Spatial Reasoning in Visual Street Environments. - Howard Chen 003; Alane Suhr; Dipendra Misra; Noah Snavely; Yoav Artzi (CVPR, 2019)

Executing Instructions in Situated Collaborative Interactions. - Alane Suhr; Claudia Yan; Jacob Schluger; Stanley Yu; Hadi Khader; Marwa Mouallem; Iris Zhang; Yoav Artzi (EMNLP/IJCNLP (1), 2019)

EARLY FUSION for Goal Directed Robotic Vision. - Aaron Walsman; Yonatan Bisk; Saadia Gabriel; Dipendra Misra; Yoav Artzi; Yejin Choi 001; Dieter Fox (IROS, 2019)

Understanding Reader Backtracking Behavior in Online News Articles. - Uzi Smadja; Max Grusky; Yoav Artzi; Mor Naaman (WWW, 2019)

NLVR2 Visual Bias Analysis. - Alane Suhr; Yoav Artzi (CoRR, 2019)

What is Learned in Visually Grounded Neural Syntax Acquisition. - Noriyuki Kojima; Hadar Averbuch-Elor; Alexander M. Rush; Yoav Artzi (ACL, 2020)

Interactive Classification by Asking Informative Questions. - Lili Yu; Howard Chen 003; Sida I. Wang; Tao Lei 001; Yoav Artzi (ACL, 2020)

Few-shot Object Grounding and Mapping for Natural Language Robot Instruction Following. - Valts Blukis; Ross A. Knepper; Yoav Artzi (CoRL, 2020)

Evaluating Models' Local Decision Boundaries via Contrast Sets. - Matt Gardner 001; Yoav Artzi; Victoria Basmova; Jonathan Berant; Ben Bogin; Sihao Chen; Pradeep Dasigi; Dheeru Dua; Yanai Elazar; Ananth Gottumukkala; Nitish Gupta; Hannaneh Hajishirzi; et al. (EMNLP (Findings), 2020)

BERTScore: Evaluating Text Generation with BERT. - Tianyi Zhang 007; Varsha Kishore; Felix Wu; Kilian Q. Weinberger; Yoav Artzi (ICLR, 2020)

Retouchdown: Adding Touchdown to StreetLearn as a Shareable Resource for Language Grounding Tasks in Street View. - Harsh Mehta; Yoav Artzi; Jason Baldridge; Eugene Ie; Piotr Mirowski (CoRR, 2020)

Evaluating NLP Models via Contrast Sets. - Matt Gardner 001; Yoav Artzi; Victoria Basmova; Jonathan Berant; Ben Bogin; Sihao Chen; Pradeep Dasigi; Dheeru Dua; Yanai Elazar; Ananth Gottumukkala; Nitish Gupta; Hanna Hajishirzi; et al. (CoRR, 2020)

A Persistent Spatial Semantic Representation for High-level Natural Language Instruction Execution. - Valts Blukis; Chris Paxton 001; Dieter Fox; Animesh Garg; Yoav Artzi (CoRL, 2021)

Analysis of Language Change in Collaborative Instruction Following. - Anna Effenberger; Rhia Singh; Eva Yan; Alane Suhr; Yoav Artzi (EMNLP (Findings), 2021)

When in Doubt: Improving Classification Performance with Alternating Normalization. - Menglin Jia; Austin Reiter; Ser-Nam Lim; Yoav Artzi; Claire Cardie (EMNLP (Findings), 2021)

Who's Waldo? Linking People Across Text and Images. - Claire Yuqing Cui; Apoorv Khandelwal 001; Yoav Artzi; Noah Snavely; Hadar Averbuch-Elor (ICCV, 2021)

Revisiting Few-sample BERT Fine-tuning. - Tianyi Zhang 007; Felix Wu; Arzoo Katiyar; Kilian Q. Weinberger; Yoav Artzi (ICLR, 2021)

Continual Learning for Grounded Instruction Generation by Observing Human Following Behavior. - Noriyuki Kojima; Alane Suhr; Yoav Artzi (Trans. Assoc. Comput. Linguistics, 2021)

Simulating Bandit Learning from User Feedback for Extractive Question Answering. - Ge Gao; Eunsol Choi; Yoav Artzi (ACL (1), 2022)

Abstract Visual Reasoning with Tangram Shapes. - Anya Ji; Noriyuki Kojima; Noah Rush; Alane Suhr; Wai Keen Vong; Robert D. Hawkins; Yoav Artzi (EMNLP, 2022)

SLUE: New Benchmark Tasks For Spoken Language Understanding Evaluation on Natural Speech. - Suwon Shon; Ankita Pasad; Felix Wu; Pablo Brusco; Yoav Artzi; Karen Livescu; Kyu Jeong Han (ICASSP, 2022)

Performance-Efficiency Trade-Offs in Unsupervised Pre-Training for Speech Recognition. - Felix Wu; Kwangyoun Kim; Jing Pan; Kyu Jeong Han; Kilian Q. Weinberger; Yoav Artzi (ICASSP, 2022)

Spoken language interaction with robots: Recommendations for future research. - Matthew Marge; Carol Y. Espy-Wilson; Nigel G. Ward; Abeer Alwan; Yoav Artzi; Mohit Bansal; Gilmer L. Blankenship; Joyce Chai; Hal Daumé III; Debadeepta Dey; Mary P. Harper; Thomas Howard; et al. (Comput. Speech Lang., 2022)

CB2: Collaborative Natural Language Interaction Research Platform. - Jacob Sharf; Mustafa Omer Gul; Yoav Artzi (ACL (demo), 2023)

lilGym: Natural Language Visual Reasoning with Reinforcement Learning. - Anne Wu; Kianté Brantley; Noriyuki Kojima; Yoav Artzi (ACL (1), 2023)

Semantic uncertainty guides the extension of conventions to new referents. - Ron Eliav; Anya Ji; Yoav Artzi; Robert D. Hawkins (CogSci, 2023)

Continually Improving Extractive QA via Human Feedback. - Ge Gao; Hung-Ting Chen; Yoav Artzi; Eunsol Choi (EMNLP, 2023)

Wav2Seq: Pre-Training Speech-to-Text Encoder-Decoder Models Using Pseudo Languages. - Felix Wu; Kwangyoun Kim; Shinji Watanabe 001; Kyu Jeong Han; Ryan McDonald; Kilian Q. Weinberger; Yoav Artzi (ICASSP, 2023)

IncDSI: Incrementally Updatable Document Retrieval. - Varsha Kishore; Chao Wan; Justin Lovelace; Yoav Artzi; Kilian Q. Weinberger (ICML, 2023)

Continual Learning for Instruction Following from Realtime Feedback. - Alane Suhr; Yoav Artzi (NeurIPS, 2023)

CoGen: Learning from Feedback with Coupled Comprehension and Generation. - Mustafa Omer Gul; Yoav Artzi (EMNLP, 2024)

A Surprising Failure? Multimodal LLMs and the NLVR Challenge. - Anne Wu; Kianté Brantley; Yoav Artzi (CoRR, 2024)

Talk Less, Interact Better: Evaluating In-context Conversational Adaptation in Multimodal LLMs. - Yilun Hua; Yoav Artzi (CoRR, 2024)

LLMs Are In-Context Reinforcement Learners. - Giovanni Monea; Antoine Bosselut; Kianté Brantley; Yoav Artzi (CoRR, 2024)

A Joint Study of Phrase Grounding and Task Performance in Vision and Language Models. - Noriyuki Kojima; Hadar Averbuch-Elor; Yoav Artzi (Trans. Mach. Learn. Res., 2024)

Retrospective Learning from Interactions. - Zizhao Chen; Mustafa Omer Gul; Yiwei Chen; Gloria Geng; Anne Wu; Yoav Artzi (ACL (1), 2025)

Imitation Learning from a Single Temporally Misaligned Video. - William Huey; Huaxiaoyue Wang; Anne Wu; Yoav Artzi; Sanjiban Choudhury (CoRR, 2025)

Cancer Type, Stage and Prognosis Assessment from Pathology Reports using LLMs. - Rachit Saluja; Jacob Rosenthal; Yoav Artzi; David J. Pisapia; Benjamin Liechty; Mert R. Sabuncu (CoRR, 2025)

Pre-training Large Memory Language Models with Internal and External Knowledge. - Linxi Zhao; Sofian Zalouk; Christian K. Belardi; Justin Lovelace; Jin Peng Zhou; Kilian Q. Weinberger; Yoav Artzi; Jennifer J. Sun (CoRR, 2025)

Knot So Simple: A Minimalistic Environment for Spatial Reasoning. - Zizhao Chen; Yoav Artzi (CoRR, 2025)

Post-training for Efficient Communication via Convention Formation. - Yilun Hua; Evan Wang; Yoav Artzi (CoRR, 2025)