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ORCIDYoav Goldberg
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- affiliation: Allen Institute for Artificial Intelligence, Tel Aviv, Israel
- affiliation: Bar Ilan University, Israel
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2020 – today
- 2024
[j29]Gail Weiss
, Yoav Goldberg, Eran Yahav:
Extracting automata from recurrent neural networks using queries and counterexamples (extended version). Mach. Learn. 113(5): 2877-2919 (2024)- [j28]Gail Weiss, Yoav Goldberg, Eran Yahav:
Correction to: Extracting automata from recurrent neural networks using queries and counterexamples (extended version). Mach. Learn. 113(11): 8769 (2024) - [c152]Gili Lior, Yoav Goldberg, Gabriel Stanovsky:
Leveraging Collection-Wide Similarities for Unsupervised Document Structure Extraction. ACL (Findings) 2024: 9538-9550 - [c151]Mosh Levy, Alon Jacoby, Yoav Goldberg:
Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models. ACL (1) 2024: 15339-15353 - [c150]Moran Baruch, Nir Drucker, Gilad Ezov, Yoav Goldberg, Eyal Kushnir, Jenny Lerner, Omri Soceanu, Itamar Zimerman:
Polynomial Adaptation of Large-Scale CNNs for Homomorphic Encryption-Based Secure Inference. CSCML 2024: 3-25 - [c149]Natalie Shapira, Mosh Levy, Seyed Hossein Alavi, Xuhui Zhou, Yejin Choi, Yoav Goldberg, Maarten Sap, Vered Shwartz:
Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models. EACL (1) 2024: 2257-2273 - [c148]Royi Rassin, Yaron Fairstein, Oren Kalinsky, Guy Kushilevitz, Nachshon Cohen, Alexander Libov, Yoav Goldberg:
Evaluating D-MERIT of Partial-annotation on Information Retrieval. EMNLP 2024: 2913-2932 - [c147]Uri Katz, Mosh Levy, Yoav Goldberg:
Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature. EMNLP (Findings) 2024: 8838-8855 - [c146]Shir Ashury-Tahan, Amir David Nissan Cohen, Nadav Cohen, Yoram Louzoun, Yoav Goldberg:
Data-driven Coreference-based Ontology Building. EMNLP (Findings) 2024: 14290-14300 - [i141]Matan Avitan, Ryan Cotterell, Yoav Goldberg, Shauli Ravfogel:
What Changed? Converting Representational Interventions to Natural Language. CoRR abs/2402.11355 (2024) - [i140]Gili Lior, Yoav Goldberg, Gabriel Stanovsky:
Leveraging Collection-Wide Similarities for Unsupervised Document Structure Extraction. CoRR abs/2402.13906 (2024) - [i139]Mosh Levy, Alon Jacoby, Yoav Goldberg:
Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models. CoRR abs/2402.14848 (2024) - [i138]Victoria Basmova, Yoav Goldberg, Reut Tsarfaty:
LLMs' Reading Comprehension Is Affected by Parametric Knowledge and Struggles with Hypothetical Statements. CoRR abs/2404.06283 (2024) - [i137]Royi Rassin, Yaron Fairstein, Oren Kalinsky, Guy Kushilevitz, Nachshon Cohen, Alexander Libov, Yoav Goldberg:
Evaluating D-MERIT of Partial-annotation on Information Retrieval. CoRR abs/2406.16048 (2024) - [i136]Asaf Achi Mordechai, Yoav Goldberg, Reut Tsarfaty:
NoviCode: Generating Programs from Natural Language Utterances by Novices. CoRR abs/2407.10626 (2024) - [i135]Oscar Sainz, Iker García-Ferrero, Alon Jacovi, Jon Ander Campos, Yanai Elazar, Eneko Agirre, Yoav Goldberg, Wei-Lin Chen, Jenny Chim, Leshem Choshen, Luca D'Amico-Wong, Melissa Dell, Run-Ze Fan, Shahriar Golchin, Yucheng Li, Pengfei Liu, Bhavish Pahwa, Ameya Prabhu, Suryansh Sharma, Emily Silcock, Kateryna Solonko, David Stap, Mihai Surdeanu, Yu-Min Tseng, Vishaal Udandarao, Zengzhi Wang, Ruijie Xu, Jinglin Yang:
Data Contamination Report from the 2024 CONDA Shared Task. CoRR abs/2407.21530 (2024) - [i134]Uri Katz, Mosh Levy, Yoav Goldberg:
Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature. CoRR abs/2408.15836 (2024) - [i133]Shir Ashury-Tahan, Amir David Nissan Cohen, Nadav Cohen, Yoram Louzoun, Yoav Goldberg:
Data-driven Coreference-based Ontology Building. CoRR abs/2410.17051 (2024) - [i132]Royi Rassin, Aviv Slobodkin, Shauli Ravfogel, Yanai Elazar, Yoav Goldberg:
GRADE: Quantifying Sample Diversity in Text-to-Image Models. CoRR abs/2410.22592 (2024) - 2023
- [j27]Danna Niezni, Hillel Taub-Tabib, Yuval Harris, Hagit Sason, Yakir Amrusi, Dana Meron Azagury, Maytal Avrashami, Shaked Launer-Wachs, Jonathan Borchardt, Milo Kusold, Aryeh Tiktinsky, Tom Hope, Yoav Goldberg, Yosi Shamay:
Extending the boundaries of cancer therapeutic complexity with literature text mining. Artif. Intell. Medicine 145: 102681 (2023) - [j26]Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova:
Diagnosing AI Explanation Methods with Folk Concepts of Behavior. J. Artif. Intell. Res. 78: 459-489 (2023) - [j25]Shaked Launer-Wachs, Hillel Taub-Tabib, Jennie Tokarev Madem, Orr Bar-Natan, Yoav Goldberg, Yosi Shamay:
From centralized to ad-hoc knowledge base construction for hypotheses generation. J. Biomed. Informatics 142: 104383 (2023) - [c145]Shauli Ravfogel, Yoav Goldberg, Jacob Goldberger:
Conformal Nucleus Sampling. ACL (Findings) 2023: 27-34 - [c144]Itay Yair, Hillel Taub-Tabib, Yoav Goldberg:
Hierarchy Builder: Organizing Textual Spans into a Hierarchy to Facilitate Navigation. ACL (demo) 2023: 282-290 - [c143]Aviv Weinstein, Yoav Goldberg:
Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels. ACL (Findings) 2023: 2921-2935 - [c142]Shauli Ravfogel, Yoav Goldberg, Ryan Cotterell:
Linear Guardedness and its Implications. ACL (1) 2023: 9413-9431 - [c141]Natalie Shapira, Guy Zwirn, Yoav Goldberg:
How Well Do Large Language Models Perform on Faux Pas Tests? ACL (Findings) 2023: 10438-10451 - [c140]Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg:
Neighboring Words Affect Human Interpretation of Saliency Explanations. ACL (Findings) 2023: 11816-11833 - [c139]Royi Rassin, Yoav Goldberg, Reut Tsarfaty:
Conjunct Resolution in the Face of Verbal Omissions. ACL (1) 2023: 13623-13640 - [c138]Hongming Zhang, Yintong Huo, Yanai Elazar, Yangqiu Song, Yoav Goldberg, Dan Roth:
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm. EACL (Findings) 2023: 114-124 - [c137]Adi Haviv, Ido Cohen, Jacob Gidron, Roei Schuster, Yoav Goldberg, Mor Geva:
Understanding Transformer Memorization Recall Through Idioms. EACL 2023: 248-264 - [c136]Oren Kalinsky, Guy Kushilevitz, Alexander Libov, Yoav Goldberg:
Simple and Effective Multi-Token Completion from Masked Language Models. EACL (Findings) 2023: 2311-2324 - [c135]Shon Otmazgin, Arie Cattan, Yoav Goldberg:
LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution. EACL 2023: 2744-2752 - [c134]Uri Katz, Matan Vetzler, Amir David Nissan Cohen, Yoav Goldberg:
NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval. EMNLP (Findings) 2023: 3340-3354 - [c133]Alon Jacovi, Avi Caciularu, Omer Goldman, Yoav Goldberg:
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks. EMNLP 2023: 5075-5084 - [c132]Mosh Levy, Shauli Ravfogel, Yoav Goldberg:
Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers. EMNLP (Findings) 2023: 8495-8505 - [c131]Amit Moryossef, Zifan Jiang, Mathias Müller, Sarah Ebling, Yoav Goldberg:
Linguistically Motivated Sign Language Segmentation. EMNLP (Findings) 2023: 12703-12724 - [c130]Amir David Nissan Cohen, Hilla Merhav-Fine, Yoav Goldberg, Reut Tsarfaty:
HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark. EMNLP (Findings) 2023: 13693-13705 - [c129]Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova:
Diagnosing AI Explanation Methods with Folk Concepts of Behavior. FAccT 2023: 247 - [c128]Royi Rassin, Eran Hirsch, Daniel Glickman, Shauli Ravfogel, Yoav Goldberg, Gal Chechik:
Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment. NeurIPS 2023 - [i131]Amit Moryossef, Yanai Elazar, Yoav Goldberg:
At Your Fingertips: Extracting Piano Fingering Instructions from Videos. CoRR abs/2303.03745 (2023) - [i130]Yoav Goldberg:
Two Kinds of Recall. CoRR abs/2303.10527 (2023) - [i129]Shauli Ravfogel, Yoav Goldberg, Jacob Goldberger:
Conformal Nucleus Sampling. CoRR abs/2305.02633 (2023) - [i128]Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg:
Neighboring Words Affect Human Interpretation of Saliency Explanations. CoRR abs/2305.02679 (2023) - [i127]Alon Jacovi, Avi Caciularu, Omer Goldman, Yoav Goldberg:
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks. CoRR abs/2305.10160 (2023) - [i126]Shauli Ravfogel, Valentina Pyatkin, Amir David Nissan Cohen, Avshalom Manevich, Yoav Goldberg:
Retrieving Texts based on Abstract Descriptions. CoRR abs/2305.12517 (2023) - [i125]Natalie Shapira, Mosh Levy, Seyed Hossein Alavi, Xuhui Zhou, Yejin Choi, Yoav Goldberg, Maarten Sap, Vered Shwartz:
Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models. CoRR abs/2305.14763 (2023) - [i124]Victoria Basmova, Yoav Goldberg, Reut Tsarfaty:
ChatGPT and Simple Linguistic Inferences: Blind Spots and Blinds. CoRR abs/2305.14785 (2023) - [i123]Royi Rassin, Yoav Goldberg, Reut Tsarfaty:
Conjunct Resolution in the Face of Verbal Omissions. CoRR abs/2305.16740 (2023) - [i122]Amit Moryossef, Mathias Müller, Anne Göhring, Zifan Jiang, Yoav Goldberg, Sarah Ebling:
An Open-Source Gloss-Based Baseline for Spoken to Signed Language Translation. CoRR abs/2305.17714 (2023) - [i121]Royi Rassin, Eran Hirsch, Daniel Glickman, Shauli Ravfogel, Yoav Goldberg, Gal Chechik:
Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment. CoRR abs/2306.08877 (2023) - [i120]Aviv Weinstein, Yoav Goldberg:
Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels. CoRR abs/2306.13922 (2023) - [i119]Itay Yair, Hillel Taub-Tabib, Yoav Goldberg:
Hierarchy Builder: Organizing Textual Spans into a Hierarchy to Facilitate Navigation. CoRR abs/2309.10057 (2023) - [i118]Amit Moryossef, Zifan Jiang, Mathias Müller, Sarah Ebling, Yoav Goldberg:
Linguistically Motivated Sign Language Segmentation. CoRR abs/2310.13960 (2023) - [i117]Uri Katz, Matan Vetzler, Amir David Nissan Cohen, Yoav Goldberg:
NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval. CoRR abs/2310.14282 (2023) - [i116]Mosh Levy, Shauli Ravfogel, Yoav Goldberg:
Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers. CoRR abs/2310.18360 (2023) - 2022
- [j24]Yanai Elazar, Victoria Basmova, Yoav Goldberg, Reut Tsarfaty:
Text-based NP Enrichment. Trans. Assoc. Comput. Linguistics 10: 764-784 (2022) - [c127]Elad Ben Zaken, Yoav Goldberg, Shauli Ravfogel:
BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models. ACL (2) 2022: 1-9 - [c126]Matan Eyal, Shoval Sadde, Hillel Taub-Tabib, Yoav Goldberg:
Large Scale Substitution-based Word Sense Induction. ACL (1) 2022: 4738-4752 - [c125]Amir David Nissan Cohen, Shachar Rosenman, Yoav Goldberg:
Supervised Relation Classification as Two-way Span-Prediction. AKBC 2022 - [c124]Royi Rassin, Shauli Ravfogel, Yoav Goldberg:
DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models. BlackboxNLP@EMNLP 2022: 335-345 - [c123]Mor Geva, Avi Caciularu, Guy Dar, Paul Roit, Shoval Sadde, Micah Shlain, Bar Tamir, Yoav Goldberg:
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models. EMNLP (Demos) 2022: 12-21 - [c122]Mor Geva, Avi Caciularu, Kevin Ro Wang, Yoav Goldberg:
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space. EMNLP 2022: 30-45 - [c121]Amir David Nissan Cohen, Hila Gonen, Ori Shapira, Ran Levy, Yoav Goldberg:
McPhraSy: Multi-Context Phrase Similarity and Clustering. EMNLP (Findings) 2022: 3538-3550 - [c120]Elron Bandel, Yoav Goldberg, Yanai Elazar:
Lexical Generalization Improves with Larger Models and Longer Training. EMNLP (Findings) 2022: 4398-4410 - [c119]Shauli Ravfogel, Francisco Vargas, Yoav Goldberg, Ryan Cotterell:
Adversarial Concept Erasure in Kernel Space. EMNLP 2022: 6034-6055 - [c118]Hendrik Schuff, Alon Jacovi, Heike Adel, Yoav Goldberg, Ngoc Thang Vu:
Human Interpretation of Saliency-based Explanation Over Text. FAccT 2022: 611-636 - [c117]Shauli Ravfogel, Michael Twiton, Yoav Goldberg, Ryan Cotterell:
Linear Adversarial Concept Erasure. ICML 2022: 18400-18421 - [c116]Shon Otmazgin, Arie Cattan, Yoav Goldberg:
F-coref: Fast, Accurate and Easy to Use Coreference Resolution. AACL/IJCNLP (System Demonstrations) 2022: 48-56 - [c115]Aryeh Tiktinsky, Vijay Viswanathan, Danna Niezni, Dana Meron Azagury, Yosi Shamay, Hillel Taub-Tabib, Tom Hope, Yoav Goldberg:
A Dataset for N-ary Relation Extraction of Drug Combinations. NAACL-HLT 2022: 3190-3203 - [c114]Hila Gonen, Shauli Ravfogel, Yoav Goldberg:
Analyzing Gender Representation in Multilingual Models. RepL4NLP@ACL 2022: 67-77 - [e5]Yoav Goldberg, Zornitsa Kozareva, Yue Zhang:
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022. Association for Computational Linguistics 2022 [contents] - [e4]Yoav Goldberg, Zornitsa Kozareva, Yue Zhang:
Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022. Association for Computational Linguistics 2022 [contents] - [i115]Alon Talmor, Ori Yoran, Ronan Le Bras, Chandra Bhagavatula, Yoav Goldberg, Yejin Choi, Jonathan Berant:
CommonsenseQA 2.0: Exposing the Limits of AI through Gamification. CoRR abs/2201.05320 (2022) - [i114]Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova:
Diagnosing AI Explanation Methods with Folk Concepts of Behavior. CoRR abs/2201.11239 (2022) - [i113]Hendrik Schuff, Alon Jacovi, Heike Adel, Yoav Goldberg, Ngoc Thang Vu:
Human Interpretation of Saliency-based Explanation Over Text. CoRR abs/2201.11569 (2022) - [i112]Shauli Ravfogel, Michael Twiton, Yoav Goldberg, Ryan Cotterell:
Linear Adversarial Concept Erasure. CoRR abs/2201.12091 (2022) - [i111]Shauli Ravfogel, Francisco Vargas, Yoav Goldberg, Ryan Cotterell:
Adversarial Concept Erasure in Kernel Space. CoRR abs/2201.12191 (2022) - [i110]Mor Geva, Avi Caciularu, Kevin Ro Wang, Yoav Goldberg:
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space. CoRR abs/2203.14680 (2022) - [i109]Hila Gonen, Shauli Ravfogel, Yoav Goldberg:
Analyzing Gender Representation in Multilingual Models. CoRR abs/2204.09168 (2022) - [i108]Mor Geva, Avi Caciularu, Guy Dar, Paul Roit, Shoval Sadde, Micah Shlain, Bar Tamir, Yoav Goldberg:
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models. CoRR abs/2204.12130 (2022) - [i107]Aryeh Tiktinsky, Vijay Viswanathan, Danna Niezni, Dana Meron Azagury, Yosi Shamay, Hillel Taub-Tabib, Tom Hope, Yoav Goldberg:
A Dataset for N-ary Relation Extraction of Drug Combinations. CoRR abs/2205.02289 (2022) - [i106]Shon Otmazgin, Arie Cattan, Yoav Goldberg:
LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution. CoRR abs/2205.12644 (2022) - [i105]Teddy Lazebnik, Hanna Weitman, Yoav Goldberg, Gal A. Kaminka:
Rivendell: Project-Based Academic Search Engine. CoRR abs/2206.12926 (2022) - [i104]Yanai Elazar, Nora Kassner, Shauli Ravfogel, Amir Feder, Abhilasha Ravichander, Marius Mosbach, Yonatan Belinkov, Hinrich Schütze, Yoav Goldberg:
Measuring Causal Effects of Data Statistics on Language Model's 'Factual' Predictions. CoRR abs/2207.14251 (2022) - [i103]Shon Otmazgin, Arie Cattan, Yoav Goldberg:
F-COREF: Fast, Accurate and Easy to Use Coreference Resolution. CoRR abs/2209.04280 (2022) - [i102]Adi Haviv, Ido Cohen, Jacob Gidron, Roei Schuster, Yoav Goldberg, Mor Geva:
Understanding Transformer Memorization Recall Through Idioms. CoRR abs/2210.03588 (2022) - [i101]Hongming Zhang, Yintong Huo, Yanai Elazar, Yangqiu Song, Yoav Goldberg, Dan Roth:
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm. CoRR abs/2210.06246 (2022) - [i100]Shauli Ravfogel, Yoav Goldberg, Ryan Cotterell:
Linear Guardedness and its Implications. CoRR abs/2210.10012 (2022) - [i99]Royi Rassin, Shauli Ravfogel, Yoav Goldberg:
DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models. CoRR abs/2210.10606 (2022) - [i98]Elron Bandel, Yoav Goldberg, Yanai Elazar:
Lexical Generalization Improves with Larger Models and Longer Training. CoRR abs/2210.12673 (2022) - 2021
- [j23]Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg:
Amnesic Probing: Behavioral Explanation With Amnesic Counterfactuals. Trans. Assoc. Comput. Linguistics 9: 160-175 (2021) - [j22]Alon Jacovi, Yoav Goldberg:
Aligning Faithful Interpretations with their Social Attribution. Trans. Assoc. Comput. Linguistics 9: 294-310 (2021) - [j21]Ofer Sabo, Yanai Elazar, Yoav Goldberg, Ido Dagan:
Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes. Trans. Assoc. Comput. Linguistics 9: 691-706 (2021) - [j20]Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy, Hinrich Schütze, Yoav Goldberg:
Measuring and Improving Consistency in Pretrained Language Models. Trans. Assoc. Comput. Linguistics 9: 1012-1031 (2021) - [j19]William Merrill, Yoav Goldberg, Roy Schwartz, Noah A. Smith:
Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand? Trans. Assoc. Comput. Linguistics 9: 1047-1060 (2021) - [j18]Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy, Hinrich Schütze, Yoav Goldberg:
Erratum: Measuring and Improving Consistency in Pretrained Language Models. Trans. Assoc. Comput. Linguistics 9: 1407 (2021) - [c113]Shauli Ravfogel, Hillel Taub-Tabib, Yoav Goldberg:
Neural Extractive Search. ACL (demo) 2021: 210-217 - [c112]Kayo Yin, Amit Moryossef, Julie Hochgesang, Yoav Goldberg, Malihe Alikhani:
Including Signed Languages in Natural Language Processing. ACL/IJCNLP (1) 2021: 7347-7360 - [c111]Shauli Ravfogel, Grusha Prasad, Tal Linzen, Yoav Goldberg:
Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction. CoNLL 2021: 194-209 - [c110]Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama:
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning. EACL 2021: 581-592 - [c109]Matan Eyal, Asaf Amrami, Hillel Taub-Tabib, Yoav Goldberg:
Bootstrapping Relation Extractors using Syntactic Search by Examples. EACL 2021: 1491-1503 - [c108]Valentina Pyatkin, Paul Roit, Julian Michael, Yoav Goldberg, Reut Tsarfaty, Ido Dagan:
Asking It All: Generating Contextualized Questions for any Semantic Role. EMNLP (1) 2021: 1429-1441 - [c107]Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg:
Contrastive Explanations for Model Interpretability. EMNLP (1) 2021: 1597-1611 - [c106]William Merrill, Vivek Ramanujan, Yoav Goldberg, Roy Schwartz, Noah A. Smith:
Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent. EMNLP (1) 2021: 1766-1781 - [c105]Yanai Elazar, Hongming Zhang, Yoav Goldberg, Dan Roth:
Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema. EMNLP (1) 2021: 10486-10500 - [c104]Alon Jacovi, Ana Marasovic, Tim Miller, Yoav Goldberg:
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI. FAccT 2021: 624-635 - [c103]Gail Weiss, Yoav Goldberg, Eran Yahav:
Thinking Like Transformers. ICML 2021: 11080-11090 - [c102]Amit Moryossef, Kayo Yin, Graham Neubig, Yoav Goldberg:
Data Augmentation for Sign Language Gloss Translation. AT4SSL@MTSummit 2021: 1-11 - [c101]Eric Lehman, Sarthak Jain, Karl Pichotta, Yoav Goldberg, Byron C. Wallace:
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? NAACL-HLT 2021: 946-959 - [c100]Carlo Meloni, Shauli Ravfogel, Yoav Goldberg:
Ab Antiquo: Neural Proto-language Reconstruction. NAACL-HLT 2021: 4460-4473 - [c99]Alon Talmor, Ori Yoran, Ronan Le Bras, Chandra Bhagavatula, Yoav Goldberg, Yejin Choi, Jonathan Berant:
CommonsenseQA 2.0: Exposing the Limits of AI through Gamification. NeurIPS Datasets and Benchmarks 2021 - [i97]Asaf Amrami, Yoav Goldberg:
A simple geometric proof for the benefit of depth in ReLU networks. CoRR abs/2101.07126 (2021) - [i96]Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy, Hinrich Schütze, Yoav Goldberg:
Measuring and Improving Consistency in Pretrained Language Models. CoRR abs/2102.01017 (2021) - [i95]