🧑‍🔬 Yoav Goldberg — all works

83 works · ← Yoav Goldberg

1. Universal Dependencies v1: A Multilingual Treebank CollectionJoakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, et al.English · 1,742 citations
2. Neural Word Embedding as Implicit Matrix Factorization ↗neural information processing systems · no summary yetOmer Levy, Yoav Goldberg2014 · 1,737 citations
3. Improving Distributional Similarity with Lessons Learned from Word EmbeddingsTransactions of the Association for Computational Linguistics (TACL)Omer Levy, Yoav Goldberg, Ido Dagan2015 · 1,626 citations
4. Dependency-Based Word Embeddings ↗Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetOmer Levy, Yoav Goldberg2014 · 1,414 citations
5. word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method ↗arXiv (Cornell University) · no summary yetYoav Goldberg, Omer Levy2014 · 1,342 citations
6. A Primer on Neural Network Models for Natural Language Processing ↗arXiv:1510.00726 · no summary yetYoav Goldberg2015 · 1,303 citations
7. Assessing the Ability of LSTMs to Learn Syntax-Sensitive DependenciesTransactions of the Association for Computational Linguistics (TACL)Tal Linzen, Emmanuel Dupoux, Yoav Goldberg2016 · 1,256 citations
8. Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature RepresentationsEliyahu Kiperwasser, Yoav GoldbergEnglish · 909 citations
9. Linguistic Regularities in Sparse and Explicit Word RepresentationsConference on Computational Natural Language Learning (CoNLL)Omer Levy, Yoav Goldberg2014 · 798 citations
10. Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?Annual Meeting of the Association for Computational Linguistics (ACL)Alon Jacovi, Yoav Goldberg2020 · 767 citations
11. Universal Dependency Annotation for Multilingual ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Ryan McDonald, Joakim Nivre, Yvonne Quirmbach-Brundage, et al.2013 · 751 citations
12. Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction TasksarXiv:1608.04207Yossi Adi, Einat Kermany, Yonatan Belinkov, et al.2016 · 599 citations
13. Deep multi-task learning with low level tasks supervised at lower layersAnnual Meeting of the Association for Computational Linguistics (ACL)Anders Søgaard, Yoav Goldberg2016 · 586 citations
14. Breaking NLI Systems with Sentences that Require Simple Lexical InferencesMax Glockner, Vered Shwartz, Yoav GoldbergEnglish · 525 citations
15. Assessing BERT's Syntactic AbilitiesarXiv:1901.05287Yoav Goldberg2019 · 523 citations
16. DyNet: The Dynamic Neural Network ToolkitarXiv:1701.03980Graham Neubig, Chris Dyer, Yoav Goldberg, et al.2017 · 489 citations
17. Null It Out: Guarding Protected Attributes by Iterative Nullspace ProjectionAnnual Meeting of the Association for Computational Linguistics (ACL)Shauli Ravfogel, Yanai Elazar, Hila Gonen, et al.2020 · 488 citations
18. Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetMor Geva, Yoav Goldberg, Jonathan Berant2019 · 455 citations
19. oLMpics — On what Language Model Pre-training CapturesTransactions of the Association for Computational Linguistics (TACL)Alon Talmor, Yanai Elazar, Yoav Goldberg, et al.2019 · 440 citations
20. Controlling Linguistic Style Aspects in Neural Language GenerationWorkshop on Stylistic VariationJessica Ficler, Yoav Goldberg2017 · 429 citations
21. Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove ThemConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hila Gonen, Yoav Goldberg2019 · 416 citations
22. BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-modelsarXiv:2106.10199Elad Ben-Zaken, Shauli Ravfogel, Yoav Goldberg2021 · 406 citations
23. Adversarial Removal of Demographic Attributes from Text DataConference on Empirical Methods in Natural Language Processing (EMNLP)Yanai Elazar, Yoav Goldberg2018 · 359 citations
24. Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary SpaceConference on Empirical Methods in Natural Language Processing (EMNLP)Mor Geva, Avi Caciularu, Kevin Ro Wang, et al.2022 · 346 citations
25. Unsupervised Domain Clusters in Pretrained Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Roee Aharoni, Yoav Goldberg2020 · 330 citations
26. Improving Hypernymy Detection with an Integrated Path-based and Distributional MethodAnnual Meeting of the Association for Computational Linguistics (ACL)Vered Shwartz, Yoav Goldberg, Ido Dagan2016 · 319 citations
27. On the Practical Computational Power of Finite Precision RNNs for Language RecognitionAnnual Meeting of the Association for Computational Linguistics (ACL)Gail Weiss, Yoav Goldberg, Eran Yahav2018 · 313 citations
28. Understanding Convolutional Neural Networks for Text Classification ↗Proceedings of the 2018 EMNLP Workshop BlackboxNLP: Analyzing and Interpreting Neural Networks for NLP · no summary yetAlon Jacovi, Oren Sar Shalom, Yoav Goldberg2018 · 261 citations
29. Amnesic Probing: Behavioral Explanation with Amnesic CounterfactualsTransactions of the Association for Computational Linguistics (TACL)Yanai Elazar, Shauli Ravfogel, Alon Jacovi, et al.2021 · 247 citations
30. Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich LanguagesWorkshop on Statistical Parsing of Morphologically-Rich LanguagesDjamé Seddah, Reut Tsarfaty, Sandra Kübler, et al.2013 · 245 citations
31. Step-by-Step: Separating Planning from Realization in Neural Data-to-Text GenerationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Amit Moryossef, Yoav Goldberg, Ido Dagan2019 · 230 citations
32. Towards String-To-Tree Neural Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Roee Aharoni, Yoav Goldberg2017 · 226 citations
33. Break It Down: A Question Understanding BenchmarkTransactions of the Association for Computational Linguistics (TACL)Tomer Wolfson, Mor Geva, Ankit Gupta, et al.2020 · 222 citations
34. Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Mosh Levy, Alon Jacoby, Yoav Goldberg2024 · 217 citations
35. Morphological Inflection Generation with Hard Monotonic AttentionAnnual Meeting of the Association for Computational Linguistics (ACL)Roee Aharoni, Yoav Goldberg2017 · 211 citations
36. Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary LossAnnual Meeting of the Association for Computational Linguistics (ACL)Barbara Plank, Anders Søgaard, Yoav Goldberg2016 · 203 citations
37. A Dataset of Syntactic-Ngrams over Time from a Very Large Corpus of English BooksJoint Conference on Lexical and Computational Semantics (*SEM), Proceedings of the Main Conference and the Shared Task: Semantic Textual SimilarityYoav Goldberg, Jon Orwant2013 · 192 citations
38. Statistical Parsing of Morphologically Rich Languages (SPMRL) What, How and WhitherNAACL HLT Workshop on Statistical Parsing of Morphologically-Rich LanguagesReut Tsarfaty, Djamé Seddah, Yoav Goldberg, et al.2010 · 158 citations
39. Including Signed Languages in Natural Language ProcessingAnnual Meeting of the Association for Computational Linguistics (ACL)Kayo Yin, Amit Moryossef, Julie Hochgesang, et al.2021 · 147 citations
40. Aligning Faithful Interpretations with their Social AttributionTransactions of the Association for Computational Linguistics (TACL)Alon Jacovi, Yoav Goldberg2021 · 123 citations
41. Contrastive Explanations for Model Interpretability ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetAlon Jacovi et al.2021 · 116 citations
42. Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetEric Lehman et al.2021 · 109 citations
43. Training with Exploration Improves a Greedy Stack LSTM Parser ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetMiguel Ballesteros et al.2016 · 99 citations
44. Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge ↗arXiv:2006.06609 · no summary yetAlon Talmor et al.2020 · 98 citations
45. A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments ↗Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics: Volume 1, Long Papers · no summary yetOmer Levy, Anders Søgaard, Yoav Goldberg2017 · 98 citations
46. CommonsenseQA 2.0: Exposing the Limits of AI through Gamification ↗arXiv:2201.05320 · no summary yetAlon Talmor et al.2022 · 94 citations
47. Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetHila Gonen et al.2020 · 93 citations
48. Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand?Transactions of the Association for Computational Linguistics (TACL)William Merrill, Yoav Goldberg, Roy Schwartz, et al.2021 · 89 citations
49. Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction ↗Proceedings of the 25th Conference on Computational Natural Language Learning · no summary yetShauli Ravfogel et al.2021 · 89 citations
50. Studying the Inductive Biases of RNNs with Synthetic Variations of Natural LanguagesConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Shauli Ravfogel, Yoav Goldberg, Tal Linzen2019 · 84 citations
51. A Formal Hierarchy of RNN Architectures ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetWilliam Merrill et al.2020 · 82 citations
52. Understanding Transformer Memorization Recall Through IdiomsConference of the European Chapter of the Association for Computational Linguistics (EACL)Adi Haviv, Ido Cohen, Jacob Gidron, et al.2023 · 62 citations
53. Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetYanai Elazar et al.2021 · 61 citations
54. On-the-fly Operation Batching in Dynamic Computation Graphs ↗arXiv (Cornell University) · no summary yetGraham Neubig, Yoav Goldberg, Chris Dyer2017 · 57 citations
55. A Non-Monotonic Arc-Eager Transition System for Dependency ParsingMatthew Honnibal, Yoav Goldberg, Mark JohnsonEnglish · 55 citations
56. LingMess: Linguistically Informed Multi Expert Scorers for Coreference ResolutionShon Otmazgin, Arie Cattan, Yoav GoldbergEnglish · 54 citations
57. F-coref: Fast, Accurate and Easy to Use Coreference ResolutionConference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL)Shon Otmazgin, Arie Cattan, Yoav Goldberg2022 · 45 citations
58. Data Augmentation for Sign Language Gloss Translation ↗Proceedings of the 1st International Workshop on Automatic Translation for Signed and Spoken Languages (AT4SSL) · no summary yetAmit Moryossef et al.2021 · 42 citations
59. Automatic Detection of Machine Translated Text and Translation Quality Estimation ↗Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetRoee Aharoni, Moshe Koppel, Yoav Goldberg2014 · 39 citations
60. Word Segmentation, Unknown-word Resolution, and Morphological Agreement in a Hebrew Parsing SystemYoav Goldberg, Michael ElhadadModern Hebrew · 39 citations
61. Easy-First Dependency Parsing of Modern HebrewYoav Goldberg, Michael ElhadadModern Hebrew · 38 citations
62. Where's My Head? Definition, Data Set, and Models for Numeric Fused-Head Identification and ResolutionTransactions of the Association for Computational Linguistics (TACL)Yanai Elazar, Yoav Goldberg2019 · 37 citations
63. Joint Hebrew Segmentation and Parsing using a PCFGLA Lattice ParserYoav Goldberg, Michael ElhadadModern Hebrew · 32 citations
64. Hebrew Dependency Parsing: Initial ResultsYoav Goldberg, Michael ElhadadModern Hebrew · 31 citations
65. Text-based NP EnrichmentTransactions of the Association for Computational Linguistics (TACL)Yanai Elazar, Victoria Basmov, Yoav Goldberg, et al.2022 · 23 citations
66. Nakdan: Professional Hebrew DiacritizerAvi Shmidman, Shaltiel Shmidman, Moshe Koppel, et al.Ancient Hebrew · 23 citations
67. Word-Based or Morpheme-Based? Annotation Strategies for Modern Hebrew CliticsReut Tsarfaty, Yoav GoldbergModern Hebrew · 23 citations
68. Large Scale Substitution-based Word Sense InductionMatan Eyal, Shoval Sadde, Hillel Taub-Tabib, et al.English · 21 citations
69. Universal Dependencies 1.1 ↗Americanae (AECID Library) · no summary yetŻeljko Agić et al.2015 · 21 citations
70. pyBART: Evidence-based Syntactic Transformations for IEAryeh Tiktinsky, Yoav Goldberg, Reut TsarfatyEnglish · 20 citations
71. AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite ↗arXiv:2510.21652 · no summary yetJonathan Bragg et al.2025 · 19 citations
72. Noun Phrase Chunking in Hebrew: Influence of Lexical and Morphological FeaturesYoav Goldberg, Meni Adler, Michael ElhadadModern Hebrew · 19 citations
73. Tagging a Hebrew Corpus: the Case of ParticiplesMeni Adler, Yael Netzer, Yoav Goldberg, et al.Modern Hebrew · 18 citations
74. SVM Model Tampering and Anchored Learning: A Case Study in Hebrew NP ChunkingYoav Goldberg, Michael ElhadadModern Hebrew · 14 citations
75. HeQ: a Large and Diverse Hebrew Reading Comprehension BenchmarkAmir DN Cohen, Hilla Merhav, Yoav Goldberg, et al.Modern Hebrew · 13 citations
76. Hebrew Psychological LexiconsNatalie Shapira, Dana Atzil-Slonim, Daniel Juravski, et al.Modern Hebrew · 9 citations
77. Improving a Strong Neural Parser with Conjunction-Specific FeaturesJessica Ficler, Yoav GoldbergEnglish · 9 citations
78. MoNaCo: More Natural and Complex Questions for Reasoning Across Dozens of DocumentsTransactions of the Association for Computational Linguistics (TACL)Tomer Wolfson, Harsh Trivedi, Mor Geva, et al.2026 · 5 citations
79. Universal Dependencies v1: A Multilingual Treebank Collection ↗UTUPub (University of Turku) · no summary yetRyan McDonald et al.2022 · 4 citations
80. CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm ↗Findings of the Association for Computational Linguistics: EACL 2023 · no summary yetHongming Zhang et al.2023 · 3 citations
81. Practical Neural Networks for NLP: From Theory to Code ↗Empirical Methods in Natural Language Processing · no summary yetChris Dyer, Yoav Goldberg, Graham Neubig2016 · 2 citations
82. Reconsidering Cross-lingual Word Embeddings. ↗no summary yetOmer Levy, Anders Søgaard, Yoav Goldberg2016
83. tributed Representations of Words and Phrases and their Compositionality ” by ↗no summary yetYoav Goldberg et al.2014

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