---
title: "Roi Reichart — all works — Elamur Research"
description: "All 36 works of Roi Reichart in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/roi-reichart/works/"
---
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# Roi Reichart — all works

36 works · [← Roi Reichart](https://md.research.elamur.ai/free/en/authors/roi-reichart/)

1. **[SimLex-999: Evaluating Semantic Models With (Genuine) Similarity Estimation](https://md.research.elamur.ai/free/en/papers/hill-2015-simlex-999-evaluating-semantic-models/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Felix Hill, Roi Reichart, Anna Korhonen*2015 · 1,634 citations*
2. **[The Hitchhiker's Guide to Testing Statistical Significance in Natural Language Processing ↗](https://aclanthology.org/P18-1128/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Rotem Dror et al.*2018 · 607 citations*
3. **[Shared computational principles for language processing in humans and deep language models ↗](https://doi.org/10.1038/s41593-022-01026-4) Nature Neuroscience · no summary yet**Ariel Goldstein et al.*2022 · 494 citations*
4. **[SimVerb-3500: A Large-Scale Evaluation Set of Verb Similarity](https://md.research.elamur.ai/free/en/papers/gerz-2016-simverb-3500-large-scale-evaluation/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Daniela Gerz, Ivan Vulić, Felix Hill, et al.*2016 · 319 citations*
5. **[Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond ↗](https://arxiv.org/abs/2109.00725) arXiv:2109.00725 · no summary yet**Amir Feder et al.*2021 · 309 citations*
6. **[Semantic Specialization of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints](https://md.research.elamur.ai/free/en/papers/mrksic-2017-semantic-specialization-distributional-word-vector/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/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 Processing](https://md.research.elamur.ai/free/en/papers/ponti-2019-modeling-language-variation-universals-survey/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Edoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, et al.*2019 · 219 citations*
8. **[Pivot Based Language Modeling for Improved Neural Domain Adaptation ↗](https://aclanthology.org/N18-1112/) 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 yet**Yftah Ziser, Roi Reichart*2018 · 172 citations*
9. **[Does Fine-Tuning LLMs on New Knowledge Encourage Hallucinations? ↗](https://arxiv.org/abs/2405.05904) arXiv:2405.05904 · no summary yet**Zorik Gekhman et al.*2024 · 171 citations*
10. **[Deep Dominance - How to Properly Compare Deep Neural Models ↗](https://aclanthology.org/P19-1266/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Rotem Dror, Segev Shlomov, Roi Reichart*2019 · 162 citations*
11. **[Do We Really Need Fully Unsupervised Cross-Lingual Embeddings?](https://md.research.elamur.ai/free/en/papers/vulic-2019-do-we-really-need-fully/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Ivan Vulić, Goran Glavaš, Roi Reichart, et al.*2019 · 157 citations*
12. **[Neural Structural Correspondence Learning for Domain Adaptation ↗](https://aclanthology.org/K17-1040/) Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017) · no summary yet**Yftah Ziser, Roi Reichart*2017 · 156 citations*
13. **[Symmetric Pattern Based Word Embeddings for Improved Word Similarity Prediction ↗](https://aclanthology.org/K15-1026/) Proceedings of the Nineteenth Conference on Computational Natural Language Learning · no summary yet**Roy Schwartz, Roi Reichart, Ari Rappoport*2015 · 155 citations*
14. **[On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling](https://md.research.elamur.ai/free/en/papers/gerz-2018-relation-between-linguistic-typology-limitations/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Daniela Gerz, Ivan Vulić, Edoardo Maria Ponti, et al.*2018 · 113 citations*
15. **[Confidence Driven Unsupervised Semantic Parsing ↗](https://aclanthology.org/P11-1149/) Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Dan Goldwasser et al.*2011 · 109 citations*
16. **[CausaLM: Causal Model Explanation Through Counterfactual Language Models](https://md.research.elamur.ai/free/en/papers/feder-2021-causalm-causal-model-explanation-through/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Amir Feder, Nadav Oved, Uri Shalit, et al.*2021 · 107 citations*
17. **[Multi-SimLex: A Large-Scale Evaluation of Multilingual and Crosslingual Lexical Semantic Similarity](https://md.research.elamur.ai/free/en/papers/vulic-2020-multi-simlex-large-scale-evaluation/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Ivan Vulić, Simon Baker, Edoardo Maria Ponti, et al.*2020 · 106 citations*
18. **[Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets ↗](https://aclanthology.org/Q17-1033/) Transactions of the Association for Computational Linguistics · no summary yet**Rotem Dror et al.*2017 · 98 citations*
19. **[Sarcasm SIGN: Interpreting Sarcasm with Sentiment Based Monolingual Machine Translation](https://md.research.elamur.ai/free/en/papers/peled-2017-sarcasm-sign-interpreting-sarcasm-sentiment/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Lotem Peled, Roi Reichart*2017 · 95 citations*
20. **[Language Modeling for Morphologically Rich Languages: Character-Aware Modeling for Word-Level Prediction](https://md.research.elamur.ai/free/en/papers/gerz-2018-language-modeling-morphologically-rich-languages/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Daniela Gerz, Ivan Vulić, Edoardo Ponti, et al.*2018 · 82 citations*
21. **[Systematic Biases in LLM Simulations of Debates](https://md.research.elamur.ai/free/en/papers/taubenfeld-2024-systematic-biases-llm-simulations-debates/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://arxiv.org/abs/2410.02707) arXiv:2410.02707 · no summary yet**Hadas Orgad et al.*2024 · 68 citations*
23. **[Thinking ahead: spontaneous prediction in context as a keystone of language in humans and machines ↗](https://doi.org/10.1101/2020.12.02.403477) bioRxiv (Cold Spring Harbor Laboratory) · no summary yet**Ariel Goldstein et al.*2020 · 56 citations*
24. **[The Alternative Annotator Test for LLM-as-a-Judge: How to Statistically Justify Replacing Human Annotators with LLMs](https://md.research.elamur.ai/free/en/papers/calderon-2025-alternative-annotator-test-llm-as/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Nitay Calderon, Roi Reichart, Rotem Dror*2025 · 52 citations*
25. **[Multi-Event Extraction Guided by Global Constraints ↗](https://aclanthology.org/N12-1008/) Proceedings of the 2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Roi Reichart, Regina Barzilay*2012 · 52 citations*
26. **[Learning to Map into a Universal POS Tagset ↗](https://aclanthology.org/D12-1125/) Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning · no summary yet**Yuan Zhang et al.*2012 · 32 citations*
27. **[Multi-task Active Learning for Pre-trained Transformer-based Models](https://md.research.elamur.ai/free/en/papers/rotman-2022-multi-task-active-learning-pre/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Guy Rotman, Roi Reichart*2022 · 30 citations*
28. **[CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior ↗](https://arxiv.org/abs/2205.14140) arXiv (Cornell University) · no summary yet**Eldar David Abraham et al.*2022 · 29 citations*
29. **[Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance](https://md.research.elamur.ai/free/en/papers/nahum-2025-are-llms-better-than-reported/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 Models](https://md.research.elamur.ai/free/en/papers/ventura-2025-navigating-cultural-chasms-exploring-unlocking/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Mor Ventura, Eyal Ben-David, Anna Korhonen, et al.*2025 · 25 citations*
31. **[Predicting In-Game Actions from Interviews of NBA Players](https://md.research.elamur.ai/free/en/papers/oved-2020-predicting-game-actions-interviews-nba/) [Computational Linguistics](https://md.research.elamur.ai/free/en/venues/cl/)**Nadav Oved, Amir Feder, Roi Reichart*2020 · 24 citations*
32. **[Extraction of Entailed Semantic Relations Through Syntax-Based Comma Resolution ↗](https://aclanthology.org/P08-1117/) Proceedings of ACL-08: HLT · no summary yet**Vivek 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 ↗](https://doi.org/10.1038/s41467-025-65518-0) Nature Communications · no summary yet**Ariel Goldstein et al.*2025 · 17 citations*
34. **[Fine-Grained Detection of Context-Grounded Hallucinations Using LLMs](https://md.research.elamur.ai/free/en/papers/peisakhovsky-2026-fine-grained-detection-context-grounded/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yehonatan 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 Media](https://md.research.elamur.ai/free/en/papers/ophir-2026-ground-truths-suicide-research-current/) [Workshop on Computational Linguistics and Clinical Psychology](https://md.research.elamur.ai/free/en/venues/clpsych/)**Yaakov Ophir, Ofri Hefetz, Refael Tikochinski, et al.*2026*
36. **[LIBERTy: A Causal Framework for Benchmarking Concept-Based Explanations of LLMs with Structural Counterfactuals](https://md.research.elamur.ai/free/en/papers/toker-2026-liberty-causal-framework-benchmarking-concept/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Gilat Toker, Nitay Calderon, Ohad Amosy, et al.*2026*