Yoav Artzi

Success and Cost Elicit Convention Formation for Efficient Communication ACL 2026 Imitation Learning from a Single Temporally Misaligned Video ICML 2025 Retrospective Learning from Interactions ACL 2025 CoGen: Learning from Feedback with Coupled Comprehension and Generation EMNLP 2024 Continually Improving Extractive QA via Human Feedback EMNLP 2023 IncDSI: Incrementally Updatable Document Retrieval ICML 2023 CB2: Collaborative Natural Language Interaction Research Platform ACL 2023 lilGym: Natural Language Visual Reasoning with Reinforcement Learning ACL 2023 Continual Learning for Instruction Following from Realtime Feedback NIPS 2023 Abstract Visual Reasoning with Tangram Shapes EMNLP 2022 Simulating Bandit Learning from User Feedback for Extractive Question Answering ACL 2022 Analysis of Language Change in Collaborative Instruction Following EMNLP 2021 Crowdsourcing Beyond Annotation: Case Studies in Benchmark Data Collection EMNLP 2021 When in Doubt: Improving Classification Performance with Alternating Normalization EMNLP 2021 Revisiting Few-sample BERT Fine-tuning ICLR 2021 Who's Waldo? Linking People Across Text and Images ICCV 2021 A Persistent Spatial Semantic Representation for High-level Natural Language Instruction Execution CORL 2021 What is Learned in Visually Grounded Neural Syntax Acquisition ACL 2020 Few-shot Object Grounding and Mapping for Natural Language Robot Instruction Following CORL 2020 Interactive Classification by Asking Informative Questions ACL 2020 Evaluating Models’ Local Decision Boundaries via Contrast Sets EMNLP 2020 Retouchdown: Releasing Touchdown on StreetLearn as a Public Resource for Language Grounding Tasks in Street View EMNLP 2020 BERTScore: Evaluating Text Generation with BERT ICLR 2020 Learning to Map Natural Language Instructions to Physical Quadcopter Control using Simulated Flight CORL 2019 Executing Instructions in Situated Collaborative Interactions EMNLP 2019 A Corpus for Reasoning about Natural Language Grounded in Photographs ACL 2019 TOUCHDOWN: Natural Language Navigation and Spatial Reasoning in Visual Street Environments CVPR 2019 Executing Instructions in Situated Collaborative Interactions IJCNLP 2019 Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies NAACL 2018 Mapping Navigation Instructions to Continuous Control Actions with Position-Visitation Prediction CORL 2018 Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction EMNLP 2018 Simple Recurrent Units for Highly Parallelizable Recurrence EMNLP 2018 Learning to Map Context-Dependent Sentences to Executable Formal Queries NAACL 2018 Following High-level Navigation Instructions on a Simulated Quadcopter with Imitation Learning RSS 2018 Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts ACL 2018 Situated Mapping of Sequential Instructions to Actions with Single-step Reward Observation ACL 2018 A Corpus of Natural Language for Visual Reasoning ACL 2017 Mapping Instructions and Visual Observations to Actions with Reinforcement Learning EMNLP 2017 Neural Shift-Reduce CCG Semantic Parsing EMNLP 2016 Event Detection and Factuality Assessment with Non-Expert Supervision EMNLP 2015 Broad-coverage CCG Semantic Parsing with AMR EMNLP 2015 Learning Compact Lexicons for CCG Semantic Parsing EMNLP 2014 Context-dependent Semantic Parsing for Time Expressions ACL 2014 Learning to Automatically Solve Algebra Word Problems ACL 2014 Semantic Parsing with Combinatory Categorial Grammars EMNLP 2014 Scaling Semantic Parsers with On-the-Fly Ontology Matching EMNLP 2013 Learning Distributions over Logical Forms for Referring Expression Generation EMNLP 2013 Semantic Parsing with Combinatory Categorial Grammars ACL 2013 Predicting Responses to Microblog Posts NAACL 2012 Bootstrapping Semantic Parsers from Conversations EMNLP 2011