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Works of Bar-Ilan University

102 works · page 1 of 2 · the most cited first · ← Bar-Ilan University

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  1. Universal Dependencies v1: A Multilingual Treebank CollectionJoakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, et al.2016 · 1,739 citations
  2. Assessing the Ability of LSTMs to Learn Syntax-Sensitive DependenciesTal Linzen, Emmanuel Dupoux, Yoav Goldberg2016 · 1,239 citations
  3. Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature RepresentationsEliyahu Kiperwasser, Yoav Goldberg2016 · 903 citations
  4. Linguistic Regularities in Sparse and Explicit Word RepresentationsOmer Levy, Yoav Goldberg2014 · 790 citations
  5. Universal Dependency Annotation for Multilingual ParsingRyan McDonald, Joakim Nivre, Yvonne Quirmbach-Brundage, et al.2013 · 749 citations
  6. Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?Alon Jacovi, Yoav Goldberg2020 · 747 citations
  7. context2vec: Learning Generic Context Embedding with Bidirectional LSTMOren Melamud, Jacob Goldberger, Ido Dagan2016 · 666 citations
  8. Evaluating Models' Local Decision Boundaries via Contrast SetsMatt Gardner, Yoav Artzi, Victoria Basmov, et al.2020 · 520 citations
  9. Breaking NLI Systems with Sentences that Require Simple Lexical InferencesMax Glockner, Vered Shwartz, Yoav Goldberg2018 · 517 citations
  10. Assessing BERT's Syntactic AbilitiesYoav Goldberg2019 · 509 citations
  11. Null It Out: Guarding Protected Attributes by Iterative Nullspace ProjectionShauli Ravfogel, Yanai Elazar, Hila Gonen, et al.2020 · 480 citations
  12. Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language InferenceTobias Falke, Leonardo F. R. Ribeiro, Prasetya Ajie Utama, et al.2019 · 444 citations
  13. oLMpics — On what Language Model Pre-training CapturesAlon Talmor, Yanai Elazar, Yoav Goldberg, et al.2019 · 432 citations
  14. Controlling Linguistic Style Aspects in Neural Language GenerationJessica Ficler, Yoav Goldberg2017 · 424 citations
  15. BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-modelsElad Ben-Zaken, Shauli Ravfogel, Yoav Goldberg2021 · 388 citations
  16. Massively Multilingual Neural Machine TranslationRoee Aharoni, Melvin Johnson, Orhan Firat2019 · 367 citations
  17. Adversarial Removal of Demographic Attributes from Text DataYanai Elazar, Yoav Goldberg2018 · 357 citations
  18. Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary SpaceMor Geva, Avi Caciularu, Kevin Ro Wang, et al.2022 · 342 citations
  19. Unsupervised Domain Clusters in Pretrained Language ModelsRoee Aharoni, Yoav Goldberg2020 · 326 citations
  20. Do Supervised Distributional Methods Really Learn Lexical Inference Relations?Omer Levy, Steffen Remus, Chris Biemann, et al.2015 · 325 citations
  21. Improving Hypernymy Detection with an Integrated Path-based and Distributional MethodVered Shwartz, Yoav Goldberg, Ido Dagan2016 · 319 citations
  22. On the Practical Computational Power of Finite Precision RNNs for Language RecognitionGail Weiss, Yoav Goldberg, Eran Yahav2018 · 310 citations
  23. The Distributional Inclusion Hypotheses and Lexical EntailmentMaayan Geffet, Ido Dagan2005 · 290 citations
  24. Zero-Shot Transfer Learning for Event ExtractionLifu Huang, Heng Ji, Kyunghyun Cho, et al.2018 · 272 citations
  25. Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich LanguagesDjamé Seddah, Reut Tsarfaty, Sandra Kübler, et al.2013 · 244 citations
  26. Amnesic Probing: Behavioral Explanation with Amnesic CounterfactualsYanai Elazar, Shauli Ravfogel, Alon Jacovi, et al.2021 · 241 citations
  27. SemEval-2013 Task 7: The Joint Student Response Analysis and 8th Recognizing Textual Entailment ChallengeMyroslava Dzikovska, Rodney Nielsen, Chris Brew, et al.2013 · 235 citations
  28. Translationese and Its DialectsMoshe Koppel, Noam Ordan2011 · 234 citations
  29. Towards String-To-Tree Neural Machine TranslationRoee Aharoni, Yoav Goldberg2017 · 220 citations
  30. Break It Down: A Question Understanding BenchmarkTomer Wolfson, Mor Geva, Ankit Gupta, et al.2020 · 218 citations
  31. Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language ModelsMosh Levy, Alon Jacoby, Yoav Goldberg2024 · 212 citations
  32. Morphological Inflection Generation with Hard Monotonic AttentionRoee Aharoni, Yoav Goldberg2017 · 208 citations
  33. Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary LossBarbara Plank, Anders Søgaard, Yoav Goldberg2016 · 201 citations
  34. Revisiting Joint Modeling of Cross-document Entity and Event Coreference ResolutionShany Barhom, Vered Shwartz, Alon Eirew, et al.2019 · 164 citations
  35. The Role of Context Types and Dimensionality in Learning Word EmbeddingsOren Melamud, David McClosky, Siddharth Patwardhan, et al.2016 · 144 citations
  36. Scheduled Multi-Task Learning: From Syntax to TranslationEliyahu Kiperwasser, Miguel Ballesteros2018 · 130 citations
  37. Still a Pain in the Neck: Evaluating Text Representations on Lexical CompositionVered Shwartz, Ido Dagan2019 · 129 citations
  38. Crowdsourcing Question-Answer Meaning RepresentationsJulian Michael, Gabriel Stanovsky, Luheng He, et al.2018 · 112 citations
  39. Controlled Crowdsourcing for High-Quality QA-SRL AnnotationPaul Roit, Ayal Klein, Daniela Stepanov, et al.2020 · 84 citations
  40. UniMorph 4.0: Universal MorphologyKhuyagbaatar Batsuren, Omer Goldman, Salam Khalifa2022 · 82 citations
  41. QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and BaselinesValentina Pyatkin, Ayal Klein, Reut Tsarfaty, et al.2020 · 77 citations
  42. Generating Entailment Rules from FrameNetRoni Ben Aharon, Idan Szpektor, Ido Dagan2010 · 71 citations
  43. Restoration of Fragmentary Babylonian Texts Using Recurrent Neural NetworksEthan Fetaya, Yonatan Lifshitz, Elad Aaron, et al.2020 · 65 citations
  44. Cross-document Coreference Resolution over Predicted MentionsArie Cattan, Alon Eirew, Gabriel Stanovsky, et al.2021 · 62 citations
  45. Understanding Transformer Memorization Recall Through IdiomsAdi Haviv, Ido Cohen, Jacob Gidron, et al.2023 · 62 citations
  46. AlephBERT: Language Model Pre-training and Evaluation from Sub-Word to Sentence LevelAmit Seker, Elron Bandel, Dan Bareket, et al.2022 · 57 citations
  47. A Non-Monotonic Arc-Eager Transition System for Dependency ParsingMatthew Honnibal, Yoav Goldberg, Mark Johnson2013 · 55 citations
  48. LingMess: Linguistically Informed Multi Expert Scorers for Coreference ResolutionShon Otmazgin, Arie Cattan, Yoav Goldberg2023 · 54 citations
  49. WEC: Deriving a Large-scale Cross-document Event Coreference dataset from WikipediaAlon Eirew, Arie Cattan, Ido Dagan2021 · 47 citations
  50. Paraphrasing vs Coreferring: Two Sides of the Same CoinYehudit Meged, Avi Caciularu, Vered Shwartz, et al.2020 · 47 citations
  51. Choosing an Optimal Architecture for Segmentation and POS-Tagging of Modern HebrewRoy Bar-Haim, Khalil Sima'an, Yoad Winter2005 · 46 citations
  52. Unsupervised Decomposition of a Document into Authorial ComponentsMoshe Koppel, Navot Akiva, Idan Dershowitz, et al.2011 · 46 citations
  53. F-coref: Fast, Accurate and Easy to Use Coreference ResolutionShon Otmazgin, Arie Cattan, Yoav Goldberg2022 · 45 citations
  54. QANom: Question-Answer driven SRL for NominalizationsAyal Klein, Jonathan Mamou, Valentina Pyatkin, et al.2020 · 40 citations
  55. Semantic Inference at the Lexical-Syntactic Level for Textual Entailment RecognitionRoy Bar-Haim, Ido Dagan, Iddo Greental, et al.2007 · 39 citations
  56. Findings of the Second WMT Shared Task on Sign Language Translation (WMT-SLT23)Mathias Müller, Malihe Alikhani, Eleftherios Avramidis, et al.2023 · 39 citations
  57. Neural Modeling for Named Entities and Morphology (NEMO2)Dan Bareket, Reut Tsarfaty2021 · 32 citations
  58. Realistic Evaluation Principles for Cross-document Coreference ResolutionArie Cattan, Alon Eirew, Gabriel Stanovsky, et al.2021 · 31 citations
  59. Large Pre-Trained Models with Extra-Large Vocabularies: A Contrastive Analysis of Hebrew BERT Models and a New One to Outperform Them AllEylon Gueta, Avi Shmidman, Shaltiel Shmidman, et al.2022 · 28 citations
  60. Nakdan: Professional Hebrew DiacritizerAvi Shmidman, Shaltiel Shmidman, Moshe Koppel, et al.2020 · 23 citations
  61. The Noun אִישׁ (ʾîš) in Biblical Hebrew: A Term of AffiliationDavid E. S. Stein2008 · 23 citations
  62. DictaBERT: A State-of-the-Art BERT Suite for Modern HebrewShaltiel Shmidman, Avi Shmidman, Moshe Koppel2023 · 22 citations
  63. Large Scale Substitution-based Word Sense InductionMatan Eyal, Shoval Sadde, Hillel Taub-Tabib, et al.2022 · 21 citations
  64. The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language ProcessingValentina Pyatkin, Shoval Sadde, Aynat Rubinstein, et al.2021 · 21 citations
  65. A Pointer Network Architecture for Joint Morphological Segmentation and TaggingAmit Seker, Reut Tsarfaty2020 · 21 citations
  66. pyBART: Evidence-based Syntactic Transformations for IEAryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty2020 · 20 citations
  67. Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task DesignValentina Pyatkin, Frances Yung, Merel C. J. Scholman, et al.2023 · 19 citations
  68. Adapting LLMs to Hebrew: Unveiling DictaLM 2.0 with Enhanced Vocabulary and Instruction CapabilitiesShaltiel Shmidman, Avi Shmidman, Amir DN Cohen, et al.2024 · 15 citations
  69. Cross-document Event Coreference Search: Task, Dataset and ModelingAlon Eirew, Avi Caciularu, Ido Dagan2022 · 15 citations
  70. HeQ: a Large and Diverse Hebrew Reading Comprehension BenchmarkAmir DN Cohen, Hilla Merhav, Yoav Goldberg, et al.2023 · 13 citations
  71. Identification of Parallel Passages Across a Large Hebrew/Aramaic CorpusAvi Shmidman, Moshe Koppel, Ely Porat2016 · 13 citations
  72. Introducing BEREL: BERT Embeddings for Rabbinic-Encoded LanguageAvi Shmidman, Joshua Guedalia, Shaltiel Shmidman, et al.2022 · 13 citations
  73. Toward a Period-Specific Optimized Neural Network for OCR Error Correction of Historical Hebrew TextsOmri Suissa, Maayan Zhitomirsky-Geffet, Avshalom Elmalech2023 · 13 citations
  74. Improving a Strong Neural Parser with Conjunction-Specific FeaturesJessica Ficler, Yoav Goldberg2017 · 9 citations
  75. MRL Parsing Without Tears: The Case of HebrewShaltiel Shmidman, Avi Shmidman, Moshe Koppel, et al.2024 · 8 citations
  76. A Truly Joint Neural Architecture for Segmentation and ParsingDanit Yshaayahu Levi, Reut Tsarfaty2024 · 7 citations
  77. HeSum: a Novel Dataset for Abstractive Text Summarization in HebrewTzuf Paz-Argaman, Itai Mondshine, Asaf Achi Mordechai, et al.2024 · 7 citations
  78. Explicit Morphological Knowledge Improves Pre-training of Language Models for HebrewEylon Gueta, Omer Goldman, Reut Tsarfaty2023 · 7 citations
  79. A Novel Challenge Set for Hebrew Morphological Disambiguation and Diacritics RestorationAvi Shmidman, Joshua Guedalia, Shaltiel Shmidman, et al.2020 · 6 citations
  80. A Lexical Resource of Hebrew Verb-Noun Multi-Word ExpressionsChaya Liebeskind, Yaakov HaCohen-Kerner2016 · 6 citations
  81. Do Pretrained Contextual Language Models Distinguish between Hebrew Homograph Analyses?Avi Shmidman, Cheyn Shmuel Shmidman, Dan Bareket, et al.2023 · 5 citations
  82. HeGeL: A Novel Dataset for Geo-Location from Hebrew TextTzuf Paz-Argaman, Tal Bauman, Itai Mondshine, et al.2023 · 4 citations
  83. Automated Extraction of Sentencing Decisions from Court Cases in the Hebrew LanguageMohr Wenger, Tom Kalir, Noga Berger, et al.2021 · 3 citations
  84. Optimizing the Neural Network Training for OCR Error Correction of Historical Hebrew TextsOmri Suissa, Avshalom Elmalech, Maayan Zhitomirsky-Geffet2023 · 3 citations
  85. Approximation derived from a scalar exclusive particle associating with covert focus: The case of Hebrew be-sax ha-kolDina Orenstein, Yael Greenberg2021 · 3 citations
  86. Semantically Motivated Hebrew Verb-Noun Multi-Word Expressions IdentificationChaya Liebeskind, Yaakov HaCohen-Kerner2016 · 2 citations
  87. Automatic Text Segmentation of Ancient and Historic HebrewElisha Rosensweig, Benjamin Resnick, Hillel Gershuni, et al.2025 · 2 citations
  88. Dicta-LM 3.0: Advancing The Frontier of Hebrew Sovereign LLMsShaltiel Shmidman, Avi Shmidman, Amir DN Cohen, et al.2026 · 2 citations
  89. Automatic Thesaurus Construction for Modern HebrewChaya Liebeskind, Ido Dagan, Jonathan Schler2018 · 2 citations
  90. Restoring Missing Spaces in Scraped Hebrew Social MediaAvi Shmidman, Shaltiel Shmidman2025 · 1 citation
  91. What Is Heard in the Mountains: Paul Celan’s Gespräch im Gebirg in the Light of its Hebrew TranslationMichal Ben‑Horin2021 · 1 citation
  92. Introducing DictaLM — A Large Generative Language Model for Modern HebrewShaltiel Shmidman, Avi Shmidman, Amir David Nissan Cohen, et al.2023 · 1 citation
  93. The Book of Isaiah: Morphological Clustering and Disputed AuthorshipAsa Kasher1969
  94. Human-AI Annotation Error Auditing for Hebrew Diacritization with Frontier LLMsHillel Gershuni, Avi Shmidman2026
  95. Domain-Aware Error Correction for Citation NER in Medieval Hebrew ResponsaShmuel LIebeskind, Maayan Zhitomirsky-Geffet, Binyamin Katzoff, et al.2026
  96. Modeling the Dalet Clitic in Historical Hebrew Texts: A New Prefix-Segmented BERT Model and Stylistic AnalysisRachel Tal, Cheyn Shmuel Shmidman, Avi Shmidman2026
  97. Beyond Word Boundaries: A Hebrew Coreference Benchmark and an Evaluation Protocol for Morphologically Complex TextRefael Shaked Greenfeld, Reut Tsarfaty2026
  98. The Truth, The Whole Truth, and Nothing but the Truth: A New Benchmark Dataset for Hebrew Text Credibility AssessmentBen Hagag, Reut Tsarfaty2023
  99. Diachronic Study of the Hebrew Bible: A Field in CrisisJoshua Berman2014
  100. HeSum: a Novel Dataset for Abstractive Text Summarization in HebrewItai Mondshine, Tzuf Paz-Argaman, Asaf Achi Mordechai, et al.2024

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