🧑‍🔬 Yoav Artzi — all works

29 works · ← Yoav Artzi

1. BERTScore: Evaluating Text Generation with BERT ↗arXiv:1904.09675 · no summary yetTianyi Zhang et al.2019 · 6,066 citations
2. Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive StrategiesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Max Grusky, Mor Naaman, Yoav Artzi2018 · 789 citations
3. A Corpus for Reasoning About Natural Language Grounded in Photographs (NLVR2)Alane Suhr, Stephanie Zhou, Ally Zhang, et al.Mova's core list · 670 citations
4. Weakly Supervised Learning of Semantic Parsers for Mapping Instructions to ActionsTransactions of the Association for Computational Linguistics (TACL)Yoav Artzi, Luke Zettlemoyer2013 · 609 citations
5. Evaluating Models' Local Decision Boundaries via Contrast SetsMatt Gardner, Yoav Artzi, Victoria Basmov, et al.Mova's core list · 531 citations
6. Learning to Automatically Solve Algebra Word Problems ↗Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetNate Kushman et al.2014 · 493 citations
7. Touchdown: Natural Language Navigation and Spatial Reasoning in Visual Street Environments ↗arXiv:1811.12354 · Published in CVPR 2019 · no summary yetHoward Chen et al.2018 · 456 citations
8. Revisiting Few-sample BERT Fine-tuningarXiv:2006.05987Tianyi Zhang, Felix Wu, Arzoo Katiyar, et al.2020 · 368 citations
9. Scaling Semantic Parsers with On-the-Fly Ontology MatchingConference on Empirical Methods in Natural Language Processing (EMNLP)Tom Kwiatkowski, Eunsol Choi, Yoav Artzi, et al.2013 · 363 citations
10. Simple Recurrent Units for Highly Parallelizable Recurrence ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetTao Lei et al.2018 · 320 citations
11. A Corpus of Natural Language for Visual Reasoning ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetAlane Suhr et al.2017 · 259 citations
12. Mapping Instructions and Visual Observations to Actions with Reinforcement Learning ↗arXiv:1704.08795 · no summary yetDipendra Misra, John Langford, Yoav Artzi2017 · 255 citations
13. Broad-coverage CCG Semantic Parsing with AMRConference on Empirical Methods in Natural Language Processing (EMNLP)Yoav Artzi, Kenton Lee, Luke Zettlemoyer2015 · 229 citations
14. Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetDipendra Misra et al.2018 · 204 citations
15. Bootstrapping Semantic Parsers from Conversations ↗Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing · no summary yetYoav Artzi, Luke Zettlemoyer2011 · 188 citations
16. Learning to Map Context-Dependent Sentences to Executable Formal Queries ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) · no summary yetAlane Suhr, Srinivasan Iyer, Yoav Artzi2018 · 139 citations
17. Event Detection and Factuality Assessment with Non-Expert Supervision ↗Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing · no summary yetKenton Lee et al.2015 · 107 citations
18. Context-dependent Semantic Parsing for Time Expressions ↗Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetKenton Lee et al.2014 · 104 citations
19. Executing Instructions in Situated Collaborative InteractionsConference on Empirical Methods in Natural Language Processing (EMNLP)Alane Suhr, Claudia Yan, Charlotte Schluger, et al.2019 · 99 citations
20. Learning Distributions over Logical Forms for Referring Expression Generation ↗Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing · no summary yetNicholas FitzGerald, Yoav Artzi, Luke Zettlemoyer2013 · 98 citations
21. Neural Shift-Reduce CCG Semantic ParsingConference on Empirical Methods in Natural Language Processing (EMNLP)Dipendra Kumar Misra, Yoav Artzi2016 · 58 citations
22. Semantic Parsing with Combinatory Categorial Grammars ↗no summary yetYoav Artzi, Nicholas FitzGerald, Luke Zettlemoyer2013 · 34 citations
23. UW SPF: The University of Washington Semantic Parsing Framework. ↗arXiv (Cornell University) · no summary yetYoav Artzi, Luke Zettlemoyer2013 · 22 citations
24. Simulating Bandit Learning from User Feedback for Extractive Question Answering ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetGe Gao, Eunsol Choi, Yoav Artzi2022 · 17 citations
25. Continually Improving Extractive QA via Human Feedback ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetGe Gao et al.2023 · 15 citations
26. Crowdsourcing Beyond Annotation: Case Studies in Benchmark Data Collection ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts · no summary yetAlane Suhr et al.2021 · 7 citations
27. Talk Less, Interact Better: Evaluating In-context Conversational Adaptation in Multimodal LLMsarXiv:2408.01417Yilun Hua, Yoav Artzi2024 · 5 citations
28. Success and Cost Elicit Convention Formation for Efficient CommunicationAnnual Meeting of the Association for Computational Linguistics (ACL)Saujas Vaduguru, Yilun Hua, Yoav Artzi, et al.2026
29. Spoken language interaction with robots: Recommendations for future research ↗Carolina Digital Repository (University of North Carolina at Chapel Hill) · no summary yetRaymond J. Mooney et al.2025

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