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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
- 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)- [c138]Shauli Ravfogel, Yoav Goldberg, Jacob Goldberger:
Conformal Nucleus Sampling. ACL (Findings) 2023: 27-34 - [c137]Itay Yair, Hillel Taub-Tabib, Yoav Goldberg:
Hierarchy Builder: Organizing Textual Spans into a Hierarchy to Facilitate Navigation. ACL (demo) 2023: 282-290 - [c136]Aviv Weinstein, Yoav Goldberg:
Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels. ACL (Findings) 2023: 2921-2935 - [c135]Shauli Ravfogel, Yoav Goldberg, Ryan Cotterell:
Linear Guardedness and its Implications. ACL (1) 2023: 9413-9431 - [c134]Natalie Shapira, Guy Zwirn, Yoav Goldberg:
How Well Do Large Language Models Perform on Faux Pas Tests? ACL (Findings) 2023: 10438-10451 - [c133]Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg:
Neighboring Words Affect Human Interpretation of Saliency Explanations. ACL (Findings) 2023: 11816-11833 - [c132]Royi Rassin, Yoav Goldberg, Reut Tsarfaty:
Conjunct Resolution in the Face of Verbal Omissions. ACL (1) 2023: 13623-13640 - [c131]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 - [c130]Adi Haviv, Ido Cohen, Jacob Gidron, Roei Schuster, Yoav Goldberg, Mor Geva:
Understanding Transformer Memorization Recall Through Idioms. EACL 2023: 248-264 - [c129]Oren Kalinsky, Guy Kushilevitz, Alexander Libov, Yoav Goldberg:
Simple and Effective Multi-Token Completion from Masked Language Models. EACL (Findings) 2023: 2311-2324 - [c128]Shon Otmazgin, Arie Cattan, Yoav Goldberg:
LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution. EACL 2023: 2744-2752 - [c127]Alon Jacovi
, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova:
Diagnosing AI Explanation Methods with Folk Concepts of Behavior. FAccT 2023: 247 - [i128]Amit Moryossef, Yanai Elazar, Yoav Goldberg:
At Your Fingertips: Extracting Piano Fingering Instructions from Videos. CoRR abs/2303.03745 (2023) - [i127]Yoav Goldberg:
Two Kinds of Recall. CoRR abs/2303.10527 (2023) - [i126]Shauli Ravfogel, Yoav Goldberg, Jacob Goldberger:
Conformal Nucleus Sampling. CoRR abs/2305.02633 (2023) - [i125]Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg:
Neighboring Words Affect Human Interpretation of Saliency Explanations. CoRR abs/2305.02679 (2023) - [i124]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) - [i123]Shauli Ravfogel, Valentina Pyatkin, Amir D. N. Cohen, Avshalom Manevich, Yoav Goldberg:
Retrieving Texts based on Abstract Descriptions. CoRR abs/2305.12517 (2023) - [i122]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) - [i121]Victoria Basmova, Yoav Goldberg, Reut Tsarfaty:
ChatGPT and Simple Linguistic Inferences: Blind Spots and Blinds. CoRR abs/2305.14785 (2023) - [i120]Royi Rassin, Yoav Goldberg, Reut Tsarfaty:
Conjunct Resolution in the Face of Verbal Omissions. CoRR abs/2305.16740 (2023) - [i119]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) - [i118]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) - [i117]Aviv Weinstein, Yoav Goldberg:
Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels. CoRR abs/2306.13922 (2023) - [i116]Itay Yair, Hillel Taub-Tabib, Yoav Goldberg:
Hierarchy Builder: Organizing Textual Spans into a Hierarchy to Facilitate Navigation. CoRR abs/2309.10057 (2023) - 2022
- [j24]Yanai Elazar, Victoria Basmova, Yoav Goldberg, Reut Tsarfaty:
Text-based NP Enrichment. Trans. Assoc. Comput. Linguistics 10: 764-784 (2022) - [c126]Elad Ben Zaken, Yoav Goldberg, Shauli Ravfogel:
BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models. ACL (2) 2022: 1-9 - [c125]Matan Eyal, Shoval Sadde, Hillel Taub-Tabib, Yoav Goldberg:
Large Scale Substitution-based Word Sense Induction. ACL (1) 2022: 4738-4752 - [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 D. N. 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]Matan Eyal, Asaf Amrami, Hillel Taub-Tabib, Yoav Goldberg:
Bootstrapping Relation Extractors using Syntactic Search by Examples. CoRR abs/2102.05007 (2021) - [i94]Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg:
Contrastive Explanations for Model Interpretability. CoRR abs/2103.01378 (2021) - [i93]Eric Lehman, Sarthak Jain, Karl Pichotta, Yoav Goldberg, Byron C. Wallace:
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? CoRR abs/2104.07762 (2021) - [i92]Yanai Elazar, Hongming Zhang, Yoav Goldberg, Dan Roth:
Back to Square One: Bias Detection, Training and Commonsense Disentanglement in the Winograd Schema. CoRR abs/2104.08161 (2021) - [i91]Ofer Sabo, Yanai Elazar, Yoav Goldberg, Ido Dagan:
Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes. CoRR abs/2104.08481 (2021) - [i90]William Merrill, Yoav Goldberg, Roy Schwartz, Noah A. Smith:
Provable Limitations of Acquiring Meaning from Ungrounded Form: What will Future Language Models Understand? CoRR abs/2104.10809 (2021) - [i89]Kayo Yin, Amit Moryossef, Julie Hochgesang, Yoav Goldberg, Malihe Alikhani:
Including Signed Languages in Natural Language Processing. CoRR abs/2105.05222 (2021) - [i88]Shauli Ravfogel, Grusha Prasad, Tal Linzen, Yoav Goldberg:
Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction. CoRR abs/2105.06965 (2021) - [i87]Amit Moryossef, Kayo Yin, Graham Neubig, Yoav Goldberg:
Data Augmentation for Sign Language Gloss Translation. CoRR abs/2105.07476 (2021) - [i86]Shauli Ravfogel, Hillel Taub-Tabib, Yoav Goldberg:
Neural Extractive Search. CoRR abs/2106.04612 (2021) - [i85]Gail Weiss, Yoav Goldberg, Eran Yahav:
Thinking Like Transformers. CoRR abs/2106.06981 (2021) - [i84]Elad Ben Zaken, Shauli Ravfogel, Yoav Goldberg:
BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models. CoRR abs/2106.10199 (2021) - [i83]William Merrill, Yoav Goldberg, Roy Schwartz, Noah A. Smith:
On the Power of Saturated Transformers: A View from Circuit Complexity. CoRR abs/2106.16213 (2021) - [i82]Valentina Pyatkin, Paul Roit, Julian Michael, Reut Tsarfaty, Yoav Goldberg, Ido Dagan:
Asking It All: Generating Contextualized Questions for any Semantic Role. CoRR abs/2109.04832 (2021) - [i81]Yanai Elazar, Victoria Basmova, Yoav Goldberg, Reut Tsarfaty:
Text-based NP Enrichment. CoRR abs/2109.12085 (2021) - [i80]Matan Eyal, Shoval Sadde, Hillel Taub-Tabib, Yoav Goldberg:
Large Scale Substitution-based Word Sense Induction. CoRR abs/2110.07681 (2021) - [i79]Hila Gonen, Ganesh Jawahar, Djamé Seddah, Yoav Goldberg:
Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora. CoRR abs/2112.14330 (2021) - 2020
- [j17]Tomer Wolfson, Mor Geva, Ankit Gupta, Yoav Goldberg, Matt Gardner, Daniel Deutch, Jonathan Berant:
Break It Down: A Question Understanding Benchmark. Trans. Assoc. Comput. Linguistics 8: 183-198 (2020) - [j16]Alon Talmor, Yanai Elazar, Yoav Goldberg, Jonathan Berant:
oLMpics - On what Language Model Pre-training Captures. Trans. Assoc. Comput. Linguistics 8: 743-758 (2020) - [c98]Micah Shlain, Hillel Taub-Tabib, Shoval Sadde, Yoav Goldberg:
Syntactic Search by Example. ACL (demo) 2020: 17-23 - [c97]Aryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty:
pyBART: Evidence-based Syntactic Transformations for IE. ACL (demo) 2020: 47-55 - [c96]Avi Shmidman, Shaltiel Shmidman, Moshe Koppel, Yoav Goldberg:
Nakdan: Professional Hebrew Diacritizer. ACL (demo) 2020: 197-203 - [c95]William Merrill, Gail Weiss, Yoav Goldberg, Roy Schwartz, Noah A. Smith, Eran Yahav:
A Formal Hierarchy of RNN Architectures. ACL 2020: 443-459 - [c94]Hila Gonen, Ganesh Jawahar, Djamé Seddah, Yoav Goldberg:
Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora. ACL 2020: 538-555 - [c93]Alon Jacovi, Yoav Goldberg:
Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness? ACL 2020: 4198-4205 - [c92]Guy Kushilevitz, Shaul Markovitch, Yoav Goldberg:
A Two-Stage Masked LM Method for Term Set Expansion. ACL 2020: 6829-6835 - [c91]Shauli Ravfogel, Yanai Elazar, Hila Gonen, Michael Twiton, Yoav Goldberg:
Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection. ACL 2020: 7237-7256 - [c90]Roee Aharoni, Yoav Goldberg:
Unsupervised Domain Clusters in Pretrained Language Models. ACL 2020: 7747-7763 - [c89]Yanai Elazar, Victoria Basmova, Shauli Ravfogel, Yoav Goldberg, Reut Tsarfaty:
The Extraordinary Failure of Complement Coercion Crowdsourcing. Insights 2020: 106-116 - [c88]Hillel Taub-Tabib, Micah Shlain, Shoval Sadde, Dan Lahav, Matan Eyal, Yaara Cohen, Yoav Goldberg:
Interactive Extractive Search over Biomedical Corpora. BioNLP 2020: 28-37 - [c87]Hila Gonen, Shauli Ravfogel, Yanai Elazar, Yoav Goldberg:
It's not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT. BlackboxNLP@EMNLP 2020: 45-56 - [c86]Shauli Ravfogel, Yanai Elazar, Jacob Goldberger, Yoav Goldberg:
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations. BlackboxNLP@EMNLP 2020: 91-106 - [c85]Eyal Orbach, Yoav Goldberg:
Facts2Story: Controlling Text Generation by Key Facts. COLING 2020: 2329-2345 - [c84]Shachar Rosenman, Alon Jacovi, Yoav Goldberg:
Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data. EMNLP (1) 2020: 3702-3710 - [c83]Matan Ben Noach, Yoav Goldberg:
Compressing Pre-trained Language Models by Matrix Decomposition. AACL/IJCNLP 2020: 884-889 - [c82]Simon Iosti, Doron Peled, Khen Aharon, Saddek Bensalem, Yoav Goldberg:
Synthesizing Control for a System with Black Box Environment, Based on Deep Learning. ISoLA (2) 2020: 457-472 - [c81]Alon Talmor, Oyvind Tafjord, Peter Clark, Yoav Goldberg, Jonathan Berant:
Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge. NeurIPS 2020 - [i78]Tomer Wolfson, Mor Geva, Ankit Gupta, Matt Gardner, Yoav Goldberg, Daniel Deutch, Jonathan Berant:
Break It Down: A Question Understanding Benchmark. CoRR abs/2001.11770 (2020) - [i77]Roee Aharoni, Yoav Goldberg:
Unsupervised Domain Clusters in Pretrained Language Models. CoRR abs/2004.02105 (2020) - [i76]Alon Jacovi, Yoav Goldberg:
Towards Faithfully Interpretable NLP Systems: How should we define and evaluate faithfulness? CoRR abs/2004.03685 (2020) - [i75]Shauli Ravfogel, Yanai Elazar, Hila Gonen, Michael Twiton, Yoav Goldberg:
Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection. CoRR abs/2004.07667 (2020) - [i74]