Elamur Research⌕
☰
home / countries / Israel / works

Works of Israel

307 · page 1 of 4 · the most cited first · ← Israel

1 2 3 4

  1. BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and ComprehensionMike Lewis, Yinhan Liu, Naman Goyal, et al.2020 · 12,752 citations
  2. Dense Passage Retrieval for Open-Domain Question AnsweringVladimir Karpukhin, Barlas Oguz, Sewon Min, et al.2020 · 5,370 citations
  3. Feature-Rich Part-of-Speech Tagging with a Cyclic Dependency NetworkKristina Toutanova, Dan Klein, Christopher D. Manning, et al.2003 · 3,559 citations
  4. Universal Dependencies v1: A Multilingual Treebank CollectionJoakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, et al.2016 · 1,739 citations
  5. SimLex-999: Evaluating Semantic Models With (Genuine) Similarity EstimationFelix Hill, Roi Reichart, Anna Korhonen2015 · 1,622 citations
  6. wav2vec 2.0: A Framework for Self-Supervised Learning of Speech RepresentationsAlexei Baevski, Henry Zhou, Abdelrahman Mohamed, et al.2020 · 1,355 citations
  7. Assessing the Ability of LSTMs to Learn Syntax-Sensitive DependenciesTal Linzen, Emmanuel Dupoux, Yoav Goldberg2016 · 1,239 citations
  8. Distributional Clustering of English WordsFernando Pereira, Naftali Tishby, Lillian Lee1993 · 1,160 citations
  9. Using Lexical Chains for Text SummarizationRegina Barzilay, Michael Elhadad1997 · 989 citations
  10. Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature RepresentationsEliyahu Kiperwasser, Yoav Goldberg2016 · 903 citations
  11. Using the Output Embedding to Improve Language ModelsOfir Press, Lior Wolf2017 · 891 citations
  12. TaPas: Weakly Supervised Table Parsing via Pre-trainingJonathan Herzig, Pawel Krzysztof Nowak, Thomas Müller, et al.2020 · 844 citations
  13. Linguistic Regularities in Sparse and Explicit Word RepresentationsOmer Levy, Yoav Goldberg2014 · 790 citations
  14. Supervised Learning of Universal Sentence Representations from Natural Language Inference DataAlexis Conneau, Douwe Kiela, Holger Schwenk, et al.2017 · 777 citations
  15. Enhanced Sentiment Learning Using Twitter Hashtags and SmileysDmitry Davidov, Oren Tsur, Ari Rappoport2010 · 776 citations
  16. Universal Dependency Annotation for Multilingual ParsingRyan McDonald, Joakim Nivre, Yvonne Quirmbach-Brundage, et al.2013 · 749 citations
  17. Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?Alon Jacovi, Yoav Goldberg2020 · 747 citations
  18. SentEval: An Evaluation Toolkit for Universal Sentence RepresentationsAlexis Conneau, Douwe Kiela2018 · 739 citations
  19. Learning To Retrieve Prompts for In-Context LearningOhad Rubin, Jonathan Herzig, Jonathan Berant2021 · 717 citations
  20. Neural Text Generation from Structured Data with Application to the Biography DomainRemi Lebret, David Grangier, Michael Auli2016 · 696 citations
  21. Globally Normalized Transition-Based Neural NetworksDaniel Andor, Chris Alberti, David Weiss, et al.2016 · 676 citations
  22. Mask-Predict: Parallel Decoding of Conditional Masked Language ModelsMarjan Ghazvininejad, Omer Levy, Yinhan Liu, et al.2019 · 671 citations
  23. context2vec: Learning Generic Context Embedding with Bidirectional LSTMOren Melamud, Jacob Goldberger, Ido Dagan2016 · 666 citations
  24. Unsupervised Machine Translation Using Monolingual Corpora OnlyGuillaume Lample, Alexis Conneau, Ludovic Denoyer, et al.2017 · 650 citations
  25. Learning Word Vectors for 157 LanguagesEdouard Grave, Piotr Bojanowski, Prakhar Gupta, et al.2018 · 640 citations
  26. A Corpus for Reasoning About Natural Language Grounded in Photographs (NLVR2)Alane Suhr, Stephanie Zhou, Ally Zhang, et al.2019 · 640 citations
  27. Advances in Pre-Training Distributed Word RepresentationsTomas Mikolov, Edouard Grave, Piotr Bojanowski, et al.2017 · 614 citations
  28. Plug and Play Language Models: A Simple Approach to Controlled Text GenerationSumanth Dathathri, Andrea Madotto, Janice Lan, et al.2019 · 562 citations
  29. Evaluating Models' Local Decision Boundaries via Contrast SetsMatt Gardner, Yoav Artzi, Victoria Basmov, et al.2020 · 520 citations
  30. Breaking NLI Systems with Sentences that Require Simple Lexical InferencesMax Glockner, Vered Shwartz, Yoav Goldberg2018 · 517 citations
  31. Probing Classifiers: Promises, Shortcomings, and AdvancesYonatan Belinkov2022 · 513 citations
  32. Assessing BERT's Syntactic AbilitiesYoav Goldberg2019 · 509 citations
  33. Null It Out: Guarding Protected Attributes by Iterative Nullspace ProjectionShauli Ravfogel, Yanai Elazar, Hila Gonen, et al.2020 · 480 citations
  34. Information Fusion in the Context of Multi-Document SummarizationRegina Barzilay, Kathleen R. McKeown, Michael Elhadad1999 · 477 citations
  35. Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference timeMitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, et al.2022 · 474 citations
  36. 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
  37. oLMpics — On what Language Model Pre-training CapturesAlon Talmor, Yanai Elazar, Yoav Goldberg, et al.2019 · 432 citations
  38. The Internal State of an LLM Knows When It's LyingAmos Azaria, Tom Mitchell2023 · 425 citations
  39. Controlling Linguistic Style Aspects in Neural Language GenerationJessica Ficler, Yoav Goldberg2017 · 424 citations
  40. Pay Less Attention with Lightweight and Dynamic ConvolutionsFelix Wu, Angela Fan, Alexei Baevski, et al.2019 · 416 citations
  41. High Fidelity Neural Audio CompressionAlexandre Defossez, Jade Copet, Gabriel Synnaeve, et al.2022 · 412 citations
  42. Literal and Metaphorical Sense Identification through Concrete and Abstract ContextPeter Turney, Yair Neuman, Dan Assaf, et al.2011 · 394 citations
  43. BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-modelsElad Ben-Zaken, Shauli Ravfogel, Yoav Goldberg2021 · 388 citations
  44. Retrieval Augmentation Reduces Hallucination in ConversationKurt Shuster, Spencer Poff, Moya Chen, et al.2021 · 382 citations
  45. MRQA 2019 Shared Task: Evaluating Generalization in Reading ComprehensionAdam Fisch, Alon Talmor, Robin Jia, et al.2019 · 375 citations
  46. Massively Multilingual Neural Machine TranslationRoee Aharoni, Melvin Johnson, Orhan Firat2019 · 367 citations
  47. Adversarial Removal of Demographic Attributes from Text DataYanai Elazar, Yoav Goldberg2018 · 357 citations
  48. Unnatural Instructions: Tuning Language Models with (Almost) No Human LaborOr Honovich, Thomas Scialom, Omer Levy, et al.2023 · 356 citations
  49. Word Sense Disambiguation Using a Second Language Monolingual CorpusIdo Dagan, Alon Itai1994 · 344 citations
  50. Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary SpaceMor Geva, Avi Caciularu, Kevin Ro Wang, et al.2022 · 342 citations
  51. Unsupervised Domain Clusters in Pretrained Language ModelsRoee Aharoni, Yoav Goldberg2020 · 326 citations
  52. Do Supervised Distributional Methods Really Learn Lexical Inference Relations?Omer Levy, Steffen Remus, Chris Biemann, et al.2015 · 325 citations
  53. Learning from the Worst: Dynamically Generated Datasets to Improve Online Hate DetectionBertie Vidgen, Tristan Thrush, Zeerak Waseem, et al.2021 · 320 citations
  54. Improving Hypernymy Detection with an Integrated Path-based and Distributional MethodVered Shwartz, Yoav Goldberg, Ido Dagan2016 · 319 citations
  55. SimVerb-3500: A Large-Scale Evaluation Set of Verb SimilarityDaniela Gerz, Ivan Vulić, Felix Hill, et al.2016 · 315 citations
  56. On the Practical Computational Power of Finite Precision RNNs for Language RecognitionGail Weiss, Yoav Goldberg, Eran Yahav2018 · 310 citations
  57. A Neural Network Approach to Context-Sensitive Generation of Conversational ResponsesAlessandro Sordoni, Michel Galley, Michael Auli, et al.2015 · 307 citations
  58. Computational Argumentation Quality Assessment in Natural LanguageHenning Wachsmuth, Nona Naderi, Yufang Hou, et al.2017 · 306 citations
  59. Show Me Your Evidence - an Automatic Method for Context Dependent Evidence DetectionRuty Rinott, Lena Dankin, Carlos Alzate Perez, et al.2015 · 296 citations
  60. Entity-Based Knowledge Conflicts in Question AnsweringShayne Longpre, Kartik Perisetla, Anthony Chen, et al.2021 · 295 citations
  61. Learning Joint Multilingual Sentence Representations with Neural Machine TranslationHolger Schwenk, Matthijs Douze2017 · 295 citations
  62. Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency ParsingTal Schuster, Ori Ram, Regina Barzilay, et al.2019 · 294 citations
  63. Information-Theoretic Probing for Linguistic StructureTiago Pimentel, Josef Valvoda, Rowan Hall Maudslay, et al.2020 · 293 citations
  64. Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human AttackEmily Dinan, Samuel Humeau, Bharath Chintagunta, et al.2019 · 291 citations
  65. The Distributional Inclusion Hypotheses and Lexical EntailmentMaayan Geffet, Ido Dagan2005 · 290 citations
  66. TRUE: Re-evaluating Factual Consistency EvaluationOr Honovich, Roee Aharoni, Jonathan Herzig, et al.2022 · 276 citations
  67. Representing Schema Structure with Graph Neural Networks for Text-to-SQL ParsingBen Bogin, Jonathan Berant, Matt Gardner2019 · 272 citations
  68. Zero-Shot Transfer Learning for Event ExtractionLifu Huang, Heng Ji, Kyunghyun Cho, et al.2018 · 272 citations
  69. Injecting Numerical Reasoning Skills into Language ModelsMor Geva, Ankit Gupta, Jonathan Berant2020 · 268 citations
  70. ConveRT: Efficient and Accurate Conversational Representations from TransformersMatthew Henderson, Iñigo Casanueva, Nikola Mrkšić, et al.2020 · 267 citations
  71. Queens are Powerful too: Mitigating Gender Bias in Dialogue GenerationEmily Dinan, Angela Fan, Adina Williams, et al.2020 · 265 citations
  72. Fairseq S2T: Fast Speech-to-Text Modeling with FairseqChanghan Wang, Yun Tang, Xutai Ma, et al.2020 · 259 citations
  73. BLEU is Not Suitable for the Evaluation of Text SimplificationElior Sulem, Omri Abend, Ari Rappoport2018 · 255 citations
  74. 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
  75. Amnesic Probing: Behavioral Explanation with Amnesic CounterfactualsYanai Elazar, Shauli Ravfogel, Alon Jacovi, et al.2021 · 241 citations
  76. Selective Sharing for Multilingual Dependency ParsingTahira Naseem, Regina Barzilay, Amir Globerson2012 · 237 citations
  77. 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
  78. Humanity's Last ExamLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
  79. Translationese and Its DialectsMoshe Koppel, Noam Ordan2011 · 234 citations
  80. Politeness Transfer: A Tag and Generate ApproachAman Madaan, Amrith Setlur, Tanmay Parekh, et al.2020 · 234 citations
  81. MultiQA: An Empirical Investigation of Generalization and Transfer in Reading ComprehensionAlon Talmor, Jonathan Berant2019 · 234 citations
  82. Classical Structured Prediction Losses for Sequence to Sequence LearningSergey Edunov, Myle Ott, Michael Auli, et al.2018 · 232 citations
  83. Open-Domain Question Answering Goes Conversational via Question RewritingRaviteja Anantha, Svitlana Vakulenko, Zhucheng Tu, et al.2021 · 227 citations
  84. Towards String-To-Tree Neural Machine TranslationRoee Aharoni, Yoav Goldberg2017 · 220 citations
  85. Unsupervised Question Decomposition for Question AnsweringEthan Perez, Patrick Lewis, Wen-tau Yih, et al.2020 · 218 citations
  86. Break It Down: A Question Understanding BenchmarkTomer Wolfson, Mor Geva, Ankit Gupta, et al.2020 · 218 citations
  87. Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language ProcessingEdoardo Maria Ponti, Helen O'Horan, Yevgeni Berzak, et al.2019 · 217 citations
  88. Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language ModelsMosh Levy, Alon Jacoby, Yoav Goldberg2024 · 212 citations
  89. OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language ModelsAnas Awadalla, Irena Gao, Josh Gardner, et al.2023 · 209 citations
  90. LLM2Vec: Large Language Models Are Secretly Powerful Text EncodersParishad BehnamGhader, Vaibhav Adlakha, Marius Mosbach, et al.2024 · 209 citations
  91. Morphological Inflection Generation with Hard Monotonic AttentionRoee Aharoni, Yoav Goldberg2017 · 208 citations
  92. Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary LossBarbara Plank, Anders Søgaard, Yoav Goldberg2016 · 201 citations
  93. Semi-Supervised Recognition of Sarcasm in Twitter and AmazonDmitry Davidov, Oren Tsur, Ari Rappoport2010 · 198 citations
  94. Outta Control: Laws of Semantic Change and Inherent Biases in Word Representation ModelsHaim Dubossarsky, Daphna Weinshall, Eitan Grossman2017 · 196 citations
  95. Q²: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question AnsweringOr Honovich, Leshem Choshen, Roee Aharoni, et al.2021 · 195 citations
  96. Making Retrieval-Augmented Language Models Robust to Irrelevant ContextOri Yoran, Tomer Wolfson, Ori Ram, et al.2023 · 193 citations
  97. Analyzing Uncertainty in Neural Machine TranslationMyle Ott, Michael Auli, David Grangier, et al.2018 · 190 citations
  98. Coreference Resolution with Entity EqualizationBen Kantor, Amir Globerson2019 · 176 citations
  99. PromptSource: An Integrated Development Environment and Repository for Natural Language PromptsStephen H. Bach, Victor Sanh, Zheng-Xin Yong, et al.2022 · 164 citations
  100. Revisiting Joint Modeling of Cross-document Entity and Event Coreference ResolutionShany Barhom, Vered Shwartz, Alon Eirew, et al.2019 · 164 citations

1 2 3 4

↑ back to top

This page in Markdown → https://md.research.elamur.ai/free/en/countries/israel/works/