🧑‍🔬 Roi Reichart — all works

36 works · ← Roi Reichart

1. SimLex-999: Evaluating Semantic Models With (Genuine) Similarity EstimationComputational LinguisticsFelix Hill, Roi Reichart, Anna Korhonen2015 · 1,634 citations
2. The Hitchhiker's Guide to Testing Statistical Significance in Natural Language Processing ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetRotem Dror et al.2018 · 607 citations
3. Shared computational principles for language processing in humans and deep language models ↗Nature Neuroscience · no summary yetAriel Goldstein et al.2022 · 494 citations
4. SimVerb-3500: A Large-Scale Evaluation Set of Verb SimilarityConference on Empirical Methods in Natural Language Processing (EMNLP)Daniela Gerz, Ivan Vulić, Felix Hill, et al.2016 · 319 citations
5. Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond ↗arXiv:2109.00725 · no summary yetAmir Feder et al.2021 · 309 citations
6. Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual ConstraintsTransactions of the Association for Computational Linguistics (TACL)Nikola Mrkšić, Ivan Vulić, Diarmuid Ó Séaghdha, et al.2017 · 236 citations
7. Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language ProcessingComputational LinguisticsEdoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, et al.2019 · 219 citations
8. Pivot Based Language Modeling for Improved Neural Domain Adaptation ↗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 yetYftah Ziser, Roi Reichart2018 · 172 citations
9. Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? ↗arXiv:2405.05904 · no summary yetZorik Gekhman et al.2024 · 171 citations
10. Deep Dominance - How to Properly Compare Deep Neural Models ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetRotem Dror, Segev Shlomov, Roi Reichart2019 · 162 citations
11. Do We Really Need Fully Unsupervised Cross-Lingual Embeddings?Conference on Empirical Methods in Natural Language Processing (EMNLP)Ivan Vulić, Goran Glavaš, Roi Reichart, et al.2019 · 157 citations
12. Neural Structural Correspondence Learning for Domain Adaptation ↗Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017) · no summary yetYftah Ziser, Roi Reichart2017 · 156 citations
13. Symmetric Pattern Based Word Embeddings for Improved Word Similarity Prediction ↗Proceedings of the Nineteenth Conference on Computational Natural Language Learning · no summary yetRoy Schwartz, Roi Reichart, Ari Rappoport2015 · 155 citations
14. On the Relation between Linguistic Typology and (Limitations of) Multilingual Language ModelingConference on Empirical Methods in Natural Language Processing (EMNLP)Daniela Gerz, Ivan Vulić, Edoardo Maria Ponti, et al.2018 · 113 citations
15. Confidence Driven Unsupervised Semantic Parsing ↗Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies · no summary yetDan Goldwasser et al.2011 · 109 citations
16. CausaLM: Causal Model Explanation Through Counterfactual Language ModelsComputational LinguisticsAmir Feder, Nadav Oved, Uri Shalit, et al.2021 · 107 citations
17. Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic SimilarityComputational LinguisticsIvan Vulić, Simon Baker, Edoardo Maria Ponti, et al.2020 · 106 citations
18. Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets ↗Transactions of the Association for Computational Linguistics · no summary yetRotem Dror et al.2017 · 98 citations
19. Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Lotem Peled, Roi Reichart2017 · 95 citations
20. Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level PredictionTransactions of the Association for Computational Linguistics (TACL)Daniela Gerz, Ivan Vulić, Edoardo Ponti, et al.2018 · 82 citations
21. Systematic Biases in LLM Simulations of DebatesConference on Empirical Methods in Natural Language Processing (EMNLP)Amir Taubenfeld, Yaniv Dover, Roi Reichart, et al.2024 · 76 citations
22. LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations ↗arXiv:2410.02707 · no summary yetHadas Orgad et al.2024 · 68 citations
23. Thinking ahead: spontaneous prediction in context as a keystone of language in humans and machines ↗bioRxiv (Cold Spring Harbor Laboratory) · no summary yetAriel Goldstein et al.2020 · 56 citations
24. The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Nitay Calderon, Roi Reichart, Rotem Dror2025 · 52 citations
25. Multi-Event Extraction Guided by Global Constraints ↗Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetRoi Reichart, Regina Barzilay2012 · 52 citations
26. Learning to Map into a Universal POS Tagset ↗Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning · no summary yetYuan Zhang et al.2012 · 32 citations
27. Multi-task Active Learning for Pre-trained Transformer-based ModelsTransactions of the Association for Computational Linguistics (TACL)Guy Rotman, Roi Reichart2022 · 30 citations
28. CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior ↗arXiv (Cornell University) · no summary yetEldar David Abraham et al.2022 · 29 citations
29. Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model PerformanceConference on Empirical Methods in Natural Language Processing (EMNLP)Omer Nahum, Nitay Calderon, Orgad Keller, et al.2025 · 27 citations
30. Navigating Cultural Chasms: Exploring and Unlocking the Cultural POV of Text-To-Image ModelsTransactions of the Association for Computational Linguistics (TACL)Mor Ventura, Eyal Ben-David, Anna Korhonen, et al.2025 · 25 citations
31. Predicting In-Game Actions from Interviews of NBA PlayersComputational LinguisticsNadav Oved, Amir Feder, Roi Reichart2020 · 24 citations
32. Extraction of Entailed Semantic Relations Through Syntax-Based Comma Resolution ↗Proceedings of ACL-08: HLT · no summary yetVivek Srikumar et al.2008 · 19 citations
33. Temporal structure of natural language processing in the human brain corresponds to layered hierarchy of large language models ↗Nature Communications · no summary yetAriel Goldstein et al.2025 · 17 citations
34. Fine-Grained Detection of Context-Grounded Hallucinations Using LLMsFindings of the Association for Computational LinguisticsYehonatan Peisakhovsky, Zorik Gekhman, Yosi Mass, et al.2026 · 1 citation
35. Ground Truths in Suicide Research: The Current State of AI-Based Suicide Detection in Social MediaWorkshop on Computational Linguistics and Clinical PsychologyYaakov Ophir, Ofri Hefetz, Refael Tikochinski, et al.2026
36. LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural CounterfactualsFindings of the Association for Computational LinguisticsGilat Toker, Nitay Calderon, Ohad Amosy, et al.2026

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