Yoav Goldberg

347 papers A* 31A 5B 16C 2Journal 183Unranked 105
YearRankTypeTitle / Venue / Authors
2026 J jnl
MoNaCo: More Natural and Complex Questions for Reasoning Across Dozens of Documents.
Trans. Assoc. Comput. Linguistics
Tomer Wolfson, Harsh Trivedi, Mor Geva, Yoav Goldberg, Dan Roth, Tushar Khot, Ashish Sabharwal, Reut Tsarfaty
2026 J jnl
PRISM: PRIor from corpus Statistics for topic Modeling.
CoRR
Tal Ishon, Yoav Goldberg, Uri Shaham
2026 J jnl
PRISM: PRIor from corpus Statistics for topic Modeling.
Trans. Mach. Learn. Res.
Tal Ishon, Yoav Goldberg, Uri Shaham
2026 J jnl
Understanding Usage and Engagement in AI-Powered Scientific Research Tools: The Asta Interaction Dataset.
CoRR
Dany Haddad, Dan Bareket, Joseph Chee Chang, Jay DeYoung, Jena D. Hwang, Uri Katz, Mark Polak, Sangho Suh, Harshit Surana, Aryeh Tiktinsky, Shriya Atmakuri, Jonathan Bragg, Mike D'Arcy, Sergey Feldman, Amal Hassan-Ali, Ruben Lozano-Aguilera, Bodhisattwa Prasad Majumder, Charles McGrady, Amanpreet Singh, Brooke Vlahos, Yoav Goldberg, Doug Downey
2025 — conf
A Practical Method for Generating String Counterfactuals.
NAACL (Findings)
Matan Avitan, Ryan Cotterell, Yoav Goldberg, Shauli Ravfogel
2025 J jnl
AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite.
CoRR
Jonathan Bragg, Mike D'Arcy, Nishant Balepur, Dan Bareket, Bhavana Dalvi, Sergey Feldman, Dany Haddad, Jena D. Hwang, Peter A. Jansen, Varsha Kishore, Bodhisattwa Prasad Majumder, Aakanksha Naik, Sigal Rahamimov, Kyle Richardson, Amanpreet Singh, Harshit Surana, Aryeh Tiktinsky, Rosni Vasu, Guy Wiener, Chloe Anastasiades, Stefan Candra, Jason Dunkelberger, Dan Emery, Rob Evans, Malachi Hamada, Regan Huff, Rodney Kinney, Matt Latzke, Jaron Lochner, Ruben Lozano-Aguilera, Cecile Nguyen, Smita Rao, Amber Tanaka, Brooke Vlahos, Peter Clark, Doug Downey, Yoav Goldberg, Ashish Sabharwal, Daniel S. Weld
2025 — conf
Efficient Decoding Methods for Language Models on Encrypted Data.
IJCNLP-AACL (Findings)
Matan Avitan, Moran Baruch, Nir Drucker, Itamar Zimerman, Yoav Goldberg
2025 J jnl
Efficient Decoding Methods for Language Models on Encrypted Data.
CoRR
Matan Avitan, Moran Baruch, Nir Drucker, Itamar Zimerman, Yoav Goldberg
2025 J jnl
HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark.
CoRR
Amir David Nissan Cohen, Hilla Merhav, Yoav Goldberg, Reut Tsarfaty
2025 J jnl
Humans Perceive Wrong Narratives from AI Reasoning Texts.
CoRR
Mosh Levy, Zohar Elyoseph, Yoav Goldberg
2025 J jnl
MoNaCo: More Natural and Complex Questions for Reasoning Across Dozens of Documents.
CoRR
Tomer Wolfson, Harsh Trivedi, Mor Geva, Yoav Goldberg, Dan Roth, Tushar Khot, Ashish Sabharwal, Reut Tsarfaty
2025 — conf
NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings.
EMNLP (Findings)
Or Shachar, Uri Katz, Yoav Goldberg, Oren Glickman
2025 J jnl
NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings.
CoRR
Or Shachar, Uri Katz, Yoav Goldberg, Oren Glickman
2025 J jnl
State over Tokens: Characterizing the Role of Reasoning Tokens.
CoRR
Mosh Levy, Zohar Elyoseph, Shauli Ravfogel, Yoav Goldberg
2025 B conf
The Power of Reframing: Using LLMs in Synthesizing RV Monitors.
RV
Itay Cohen, Klaus Havelund, Doron Peled, Yoav Goldberg
2024 — conf
Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models.
EACL (1)
Natalie Shapira, Mosh Levy, Seyed Hossein Alavi, Xuhui Zhou, Yejin Choi, Yoav Goldberg, Maarten Sap, Vered Shwartz
2024 J jnl
Correction to: Extracting automata from recurrent neural networks using queries and counterexamples (extended version).
Mach. Learn.
Gail Weiss, Yoav Goldberg, Eran Yahav
2024 — conf
Data Contamination Report from the 2024 CONDA Shared Task.
CONDA
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
2024 J jnl
Data Contamination Report from the 2024 CONDA Shared Task.
CoRR
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
2024 — conf
Data-driven Coreference-based Ontology Building.
EMNLP (Findings)
Shir Ashury-Tahan, Amir David Nissan Cohen, Nadav Cohen, Yoram Louzoun, Yoav Goldberg
2024 J jnl
Data-driven Coreference-based Ontology Building.
CoRR
Shir Ashury-Tahan, Amir David Nissan Cohen, Nadav Cohen, Yoram Louzoun, Yoav Goldberg
2024 J jnl
Diversity Over Quantity: A Lesson From Few Shot Relation Classification.
CoRR
Amir David Nissan Cohen, Shauli Ravfogel, Shaltiel Shmidman, Yoav Goldberg
2024 A* conf
Evaluating D-MERIT of Partial-annotation on Information Retrieval.
EMNLP
Royi Rassin, Yaron Fairstein, Oren Kalinsky, Guy Kushilevitz, Nachshon Cohen, Alexander Libov, Yoav Goldberg
2024 J jnl
Evaluating D-MERIT of Partial-annotation on Information Retrieval.
CoRR
Royi Rassin, Yaron Fairstein, Oren Kalinsky, Guy Kushilevitz, Nachshon Cohen, Alexander Libov, Yoav Goldberg
2024 J jnl
Extracting automata from recurrent neural networks using queries and counterexamples (extended version).
Mach. Learn.
Gail Weiss, Yoav Goldberg, Eran Yahav
2024 J jnl
GRADE: Quantifying Sample Diversity in Text-to-Image Models.
CoRR
Royi Rassin, Aviv Slobodkin, Shauli Ravfogel, Yanai Elazar, Yoav Goldberg
2024 — conf
Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature.
EMNLP (Findings)
Uri Katz, Mosh Levy, Yoav Goldberg
2024 J jnl
Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature.
CoRR
Uri Katz, Mosh Levy, Yoav Goldberg
2024 J jnl
LLMs' Reading Comprehension Is Affected by Parametric Knowledge and Struggles with Hypothetical Statements.
CoRR
Victoria Basmova, Yoav Goldberg, Reut Tsarfaty
2024 — conf
Leveraging Collection-Wide Similarities for Unsupervised Document Structure Extraction.
ACL (Findings)
Gili Lior, Yoav Goldberg, Gabriel Stanovsky
2024 J jnl
Leveraging Collection-Wide Similarities for Unsupervised Document Structure Extraction.
CoRR
Gili Lior, Yoav Goldberg, Gabriel Stanovsky
2024 J jnl
NoviCode: Generating Programs from Natural Language Utterances by Novices.
CoRR
Asaf Achi Mordechai, Yoav Goldberg, Reut Tsarfaty
2024 J jnl
NoviCode: Generating Programs from Natural Language Utterances by Novices.
Trans. Assoc. Comput. Linguistics
Asaf Achi Mordechai, Yoav Goldberg, Reut Tsarfaty
2024 — conf
Polynomial Adaptation of Large-Scale CNNs for Homomorphic Encryption-Based Secure Inference.
CSCML
Moran Baruch, Nir Drucker, Gilad Ezov, Yoav Goldberg, Eyal Kushnir, Jenny Lerner, Omri Soceanu, Itamar Zimerman
2024 — conf
Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models.
ACL (1)
Mosh Levy, Alon Jacoby, Yoav Goldberg
2024 J jnl
Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models.
CoRR
Mosh Levy, Alon Jacoby, Yoav Goldberg
2024 — ed.
The First Data Contamination Workshop, CONDA 2024, August 16, 2024, Bangkok, Thailand, Proceedings of the Workshop
CONDA
Oscar Sainz, Iker García-Ferrero, Eneko Agirre, Jon Ander Campos, Alon Jacovi, Yanai Elazar, Yoav Goldberg
2024 J jnl
What Changed? Converting Representational Interventions to Natural Language.
CoRR
Matan Avitan, Ryan Cotterell, Yoav Goldberg, Shauli Ravfogel
2023 J jnl
An Open-Source Gloss-Based Baseline for Spoken to Signed Language Translation.
CoRR
Amit Moryossef, Mathias Müller, Anne Göhring, Zifan Jiang, Yoav Goldberg, Sarah Ebling
2023 J jnl
At Your Fingertips: Extracting Piano Fingering Instructions from Videos.
CoRR
Amit Moryossef, Yanai Elazar, Yoav Goldberg
2023 — conf
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm.
EACL (Findings)
Hongming Zhang, Yintong Huo, Yanai Elazar, Yangqiu Song, Yoav Goldberg, Dan Roth
2023 J jnl
ChatGPT and Simple Linguistic Inferences: Blind Spots and Blinds.
CoRR
Victoria Basmova, Yoav Goldberg, Reut Tsarfaty
2023 J jnl
Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models.
CoRR
Natalie Shapira, Mosh Levy, Seyed Hossein Alavi, Xuhui Zhou, Yejin Choi, Yoav Goldberg, Maarten Sap, Vered Shwartz
2023 — conf
Conformal Nucleus Sampling.
ACL (Findings)
Shauli Ravfogel, Yoav Goldberg, Jacob Goldberger
2023 J jnl
Conformal Nucleus Sampling.
CoRR
Shauli Ravfogel, Yoav Goldberg, Jacob Goldberger
2023 — conf
Conjunct Resolution in the Face of Verbal Omissions.
ACL (1)
Royi Rassin, Yoav Goldberg, Reut Tsarfaty
2023 J jnl
Conjunct Resolution in the Face of Verbal Omissions.
CoRR
Royi Rassin, Yoav Goldberg, Reut Tsarfaty
2023 — conf
Diagnosing AI Explanation Methods with Folk Concepts of Behavior.
FAccT
Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova
2023 J jnl
Diagnosing AI Explanation Methods with Folk Concepts of Behavior.
J. Artif. Intell. Res.
Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova
2023 J jnl
Extending the boundaries of cancer therapeutic complexity with literature text mining.
Artif. Intell. Medicine
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
2023 J jnl
From centralized to ad-hoc knowledge base construction for hypotheses generation.
J. Biomed. Informatics
Shaked Launer-Wachs, Hillel Taub-Tabib, Jennie Tokarev Madem, Orr Bar-Natan, Yoav Goldberg, Yosi Shamay
2023 — conf
Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers.
EMNLP (Findings)
Mosh Levy, Shauli Ravfogel, Yoav Goldberg
2023 J jnl
Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers.
CoRR
Mosh Levy, Shauli Ravfogel, Yoav Goldberg
2023 — conf
HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark.
EMNLP (Findings)
Amir David Nissan Cohen, Hilla Merhav, Yoav Goldberg, Reut Tsarfaty
2023 — conf
Hierarchy Builder: Organizing Textual Spans into a Hierarchy to Facilitate Navigation.
ACL (demo)
Itay Yair, Hillel Taub-Tabib, Yoav Goldberg
2023 J jnl
Hierarchy Builder: Organizing Textual Spans into a Hierarchy to Facilitate Navigation.
CoRR
Itay Yair, Hillel Taub-Tabib, Yoav Goldberg
2023 — conf
How Well Do Large Language Models Perform on Faux Pas Tests?
ACL (Findings)
Natalie Shapira, Guy Zwirn, Yoav Goldberg
2023 — conf
Linear Guardedness and its Implications.
ACL (1)
Shauli Ravfogel, Yoav Goldberg, Ryan Cotterell
2023 A conf
LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution.
EACL
Shon Otmazgin, Arie Cattan, Yoav Goldberg
2023 A* conf
Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment.
NeurIPS
Royi Rassin, Eran Hirsch, Daniel Glickman, Shauli Ravfogel, Yoav Goldberg, Gal Chechik
2023 J jnl
Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment.
CoRR
Royi Rassin, Eran Hirsch, Daniel Glickman, Shauli Ravfogel, Yoav Goldberg, Gal Chechik
2023 — conf
Linguistically Motivated Sign Language Segmentation.
EMNLP (Findings)
Amit Moryossef, Zifan Jiang, Mathias Müller, Sarah Ebling, Yoav Goldberg
2023 J jnl
Linguistically Motivated Sign Language Segmentation.
CoRR
Amit Moryossef, Zifan Jiang, Mathias Müller, Sarah Ebling, Yoav Goldberg
2023 — conf
NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval.
EMNLP (Findings)
Uri Katz, Matan Vetzler, Amir David Nissan Cohen, Yoav Goldberg
2023 J jnl
NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval.
CoRR
Uri Katz, Matan Vetzler, Amir David Nissan Cohen, Yoav Goldberg
2023 — conf
Neighboring Words Affect Human Interpretation of Saliency Explanations.
ACL (Findings)
Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg
2023 J jnl
Neighboring Words Affect Human Interpretation of Saliency Explanations.
CoRR
Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg
2023 J jnl
Retrieving Texts based on Abstract Descriptions.
CoRR
Shauli Ravfogel, Valentina Pyatkin, Amir David Nissan Cohen, Avshalom Manevich, Yoav Goldberg
2023 — conf
Simple and Effective Multi-Token Completion from Masked Language Models.
EACL (Findings)
Oren Kalinsky, Guy Kushilevitz, Alexander Libov, Yoav Goldberg
2023 A* conf
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks.
EMNLP
Alon Jacovi, Avi Caciularu, Omer Goldman, Yoav Goldberg
2023 J jnl
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks.
CoRR
Alon Jacovi, Avi Caciularu, Omer Goldman, Yoav Goldberg
2023 J jnl
Two Kinds of Recall.
CoRR
Yoav Goldberg
2023 A conf
Understanding Transformer Memorization Recall Through Idioms.
EACL
Adi Haviv, Ido Cohen, Jacob Gidron, Roei Schuster, Yoav Goldberg, Mor Geva
2023 — conf
Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels.
ACL (Findings)
Aviv Weinstein, Yoav Goldberg
2023 J jnl
Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels.
CoRR
Aviv Weinstein, Yoav Goldberg
2022 — conf
A Dataset for N-ary Relation Extraction of Drug Combinations.
NAACL-HLT
Aryeh Tiktinsky, Vijay Viswanathan, Danna Niezni, Dana Meron Azagury, Yosi Shamay, Hillel Taub-Tabib, Tom Hope, Yoav Goldberg
2022 J jnl
A Dataset for N-ary Relation Extraction of Drug Combinations.
CoRR
Aryeh Tiktinsky, Vijay Viswanathan, Danna Niezni, Dana Meron Azagury, Yosi Shamay, Hillel Taub-Tabib, Tom Hope, Yoav Goldberg
2022 A* conf
Adversarial Concept Erasure in Kernel Space.
EMNLP
Shauli Ravfogel, Francisco Vargas, Yoav Goldberg, Ryan Cotterell
2022 J jnl
Adversarial Concept Erasure in Kernel Space.
CoRR
Shauli Ravfogel, Francisco Vargas, Yoav Goldberg, Ryan Cotterell
2022 — conf
Analyzing Gender Representation in Multilingual Models.
RepL4NLP@ACL
Hila Gonen, Shauli Ravfogel, Yoav Goldberg
2022 J jnl
Analyzing Gender Representation in Multilingual Models.
CoRR
Hila Gonen, Shauli Ravfogel, Yoav Goldberg
2022 — conf
BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models.
ACL (2)
Elad Ben Zaken, Yoav Goldberg, Shauli Ravfogel
2022 J jnl
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm.
CoRR
Hongming Zhang, Yintong Huo, Yanai Elazar, Yangqiu Song, Yoav Goldberg, Dan Roth
2022 J jnl
CommonsenseQA 2.0: Exposing the Limits of AI through Gamification.
CoRR
Alon Talmor, Ori Yoran, Ronan Le Bras, Chandra Bhagavatula, Yoav Goldberg, Yejin Choi, Jonathan Berant
2022 — conf
DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models.
BlackboxNLP@EMNLP
Royi Rassin, Shauli Ravfogel, Yoav Goldberg
2022 J jnl
DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models.
CoRR
Royi Rassin, Shauli Ravfogel, Yoav Goldberg
2022 J jnl
Diagnosing AI Explanation Methods with Folk Concepts of Behavior.
CoRR
Alon Jacovi, Jasmijn Bastings, Sebastian Gehrmann, Yoav Goldberg, Katja Filippova
2022 J jnl
F-COREF: Fast, Accurate and Easy to Use Coreference Resolution.
CoRR
Shon Otmazgin, Arie Cattan, Yoav Goldberg
2022 — conf
F-coref: Fast, Accurate and Easy to Use Coreference Resolution.
AACL/IJCNLP (System Demonstrations)
Shon Otmazgin, Arie Cattan, Yoav Goldberg
2022 — ed.
Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022.
EMNLP (Findings)
Yoav Goldberg, Zornitsa Kozareva, Yue Zhang
2022 — conf
Human Interpretation of Saliency-based Explanation Over Text.
FAccT
Hendrik Schuff, Alon Jacovi, Heike Adel, Yoav Goldberg, Ngoc Thang Vu
2022 J jnl
Human Interpretation of Saliency-based Explanation Over Text.
CoRR
Hendrik Schuff, Alon Jacovi, Heike Adel, Yoav Goldberg, Ngoc Thang Vu
2022 — conf
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models.
EMNLP (Demos)
Mor Geva, Avi Caciularu, Guy Dar, Paul Roit, Shoval Sadde, Micah Shlain, Bar Tamir, Yoav Goldberg
2022 J jnl
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models.
CoRR
Mor Geva, Avi Caciularu, Guy Dar, Paul Roit, Shoval Sadde, Micah Shlain, Bar Tamir, Yoav Goldberg
2022 — conf
Large Scale Substitution-based Word Sense Induction.
ACL (1)
Matan Eyal, Shoval Sadde, Hillel Taub-Tabib, Yoav Goldberg
2022 — conf
Lexical Generalization Improves with Larger Models and Longer Training.
EMNLP (Findings)
Elron Bandel, Yoav Goldberg, Yanai Elazar
2022 J jnl
Lexical Generalization Improves with Larger Models and Longer Training.
CoRR
Elron Bandel, Yoav Goldberg, Yanai Elazar
2022 A* conf
Linear Adversarial Concept Erasure.
ICML
Shauli Ravfogel, Michael Twiton, Yoav Goldberg, Ryan Cotterell
2022 J jnl
Linear Adversarial Concept Erasure.
CoRR
Shauli Ravfogel, Michael Twiton, Yoav Goldberg, Ryan Cotterell
2022 J jnl
Linear Guardedness and its Implications.
CoRR
Shauli Ravfogel, Yoav Goldberg, Ryan Cotterell
2022 J jnl
LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution.
CoRR
Shon Otmazgin, Arie Cattan, Yoav Goldberg
2022 — conf
McPhraSy: Multi-Context Phrase Similarity and Clustering.
EMNLP (Findings)
Amir David Nissan Cohen, Hila Gonen, Ori Shapira, Ran Levy, Yoav Goldberg
2022 J jnl
Measuring Causal Effects of Data Statistics on Language Model's 'Factual' Predictions.
CoRR
Yanai Elazar, Nora Kassner, Shauli Ravfogel, Amir Feder, Abhilasha Ravichander, Marius Mosbach, Yonatan Belinkov, Hinrich Schütze, Yoav Goldberg
2022 A* ed.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022.
EMNLP
Yoav Goldberg, Zornitsa Kozareva, Yue Zhang
2022 J jnl
Rivendell: Project-Based Academic Search Engine.
CoRR
Teddy Lazebnik, Hanna Weitman, Yoav Goldberg, Gal A. Kaminka
2022 — conf
Supervised Relation Classification as Two-way Span-Prediction.
AKBC
Amir David Nissan Cohen, Shachar Rosenman, Yoav Goldberg
2022 J jnl
Text-based NP Enrichment.
Trans. Assoc. Comput. Linguistics
Yanai Elazar, Victoria Basmova, Yoav Goldberg, Reut Tsarfaty
2022 A* conf
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space.
EMNLP
Mor Geva, Avi Caciularu, Kevin Ro Wang, Yoav Goldberg
2022 J jnl
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space.
CoRR
Mor Geva, Avi Caciularu, Kevin Ro Wang, Yoav Goldberg
2022 J jnl
Understanding Transformer Memorization Recall Through Idioms.
CoRR
Adi Haviv, Ido Cohen, Jacob Gidron, Roei Schuster, Yoav Goldberg, Mor Geva
2021 J jnl
A simple geometric proof for the benefit of depth in ReLU networks.
CoRR
Asaf Amrami, Yoav Goldberg
2021 — conf
Ab Antiquo: Neural Proto-language Reconstruction.
NAACL-HLT
Carlo Meloni, Shauli Ravfogel, Yoav Goldberg
2021 J jnl
Aligning Faithful Interpretations with their Social Attribution.
Trans. Assoc. Comput. Linguistics
Alon Jacovi, Yoav Goldberg
2021 J jnl
Amnesic Probing: Behavioral Explanation With Amnesic Counterfactuals.
Trans. Assoc. Comput. Linguistics
Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg
2021 — conf
Asking It All: Generating Contextualized Questions for any Semantic Role.
EMNLP (1)
Valentina Pyatkin, Paul Roit, Julian Michael, Yoav Goldberg, Reut Tsarfaty, Ido Dagan
2021 J jnl
Asking It All: Generating Contextualized Questions for any Semantic Role.
CoRR
Valentina Pyatkin, Paul Roit, Julian Michael, Reut Tsarfaty, Yoav Goldberg, Ido Dagan
2021 — conf
Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema.
EMNLP (1)
Yanai Elazar, Hongming Zhang, Yoav Goldberg, Dan Roth
2021 J jnl
Back to Square One: Bias Detection, Training and Commonsense Disentanglement in the Winograd Schema.
CoRR
Yanai Elazar, Hongming Zhang, Yoav Goldberg, Dan Roth
2021 J jnl
BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models.
CoRR
Elad Ben Zaken, Shauli Ravfogel, Yoav Goldberg
2021 A conf
Bootstrapping Relation Extractors using Syntactic Search by Examples.
EACL
Matan Eyal, Asaf Amrami, Hillel Taub-Tabib, Yoav Goldberg
2021 J jnl
Bootstrapping Relation Extractors using Syntactic Search by Examples.
CoRR
Matan Eyal, Asaf Amrami, Hillel Taub-Tabib, Yoav Goldberg
2021 — conf
CommonsenseQA 2.0: Exposing the Limits of AI through Gamification.
NeurIPS Datasets and Benchmarks
Alon Talmor, Ori Yoran, Ronan Le Bras, Chandra Bhagavatula, Yoav Goldberg, Yejin Choi, Jonathan Berant
2021 — conf
Contrastive Explanations for Model Interpretability.
EMNLP (1)
Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg
2021 J jnl
Contrastive Explanations for Model Interpretability.
CoRR
Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg
2021 B conf
Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction.
CoNLL
Shauli Ravfogel, Grusha Prasad, Tal Linzen, Yoav Goldberg
2021 J jnl
Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction.
CoRR
Shauli Ravfogel, Grusha Prasad, Tal Linzen, Yoav Goldberg
2021 — conf
Data Augmentation for Sign Language Gloss Translation.
AT4SSL@MTSummit
Amit Moryossef, Kayo Yin, Graham Neubig, Yoav Goldberg
2021 J jnl
Data Augmentation for Sign Language Gloss Translation.
CoRR
Amit Moryossef, Kayo Yin, Graham Neubig, Yoav Goldberg
2021 — conf
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data?
NAACL-HLT
Eric Lehman, Sarthak Jain, Karl Pichotta, Yoav Goldberg, Byron C. Wallace
2021 J jnl
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data?
CoRR
Eric Lehman, Sarthak Jain, Karl Pichotta, Yoav Goldberg, Byron C. Wallace
2021 — conf
Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent.
EMNLP (1)
William Merrill, Vivek Ramanujan, Yoav Goldberg, Roy Schwartz, Noah A. Smith
2021 J jnl
Erratum: Measuring and Improving Consistency in Pretrained Language Models.
Trans. Assoc. Comput. Linguistics
Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy, Hinrich Schütze, Yoav Goldberg
2021 — conf
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI.
FAccT
Alon Jacovi, Ana Marasovic, Tim Miller, Yoav Goldberg
2021 — conf
Including Signed Languages in Natural Language Processing.
ACL/IJCNLP (1)
Kayo Yin, Amit Moryossef, Julie Hochgesang, Yoav Goldberg, Malihe Alikhani
2021 J jnl
Including Signed Languages in Natural Language Processing.
CoRR
Kayo Yin, Amit Moryossef, Julie Hochgesang, Yoav Goldberg, Malihe Alikhani
2021 J jnl
Large Scale Substitution-based Word Sense Induction.
CoRR
Matan Eyal, Shoval Sadde, Hillel Taub-Tabib, Yoav Goldberg
2021 J jnl
Measuring and Improving Consistency in Pretrained Language Models.
CoRR
Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy, Hinrich Schütze, Yoav Goldberg
2021 J jnl
Measuring and Improving Consistency in Pretrained Language Models.
Trans. Assoc. Comput. Linguistics
Yanai Elazar, Nora Kassner, Shauli Ravfogel, Abhilasha Ravichander, Eduard H. Hovy, Hinrich Schütze, Yoav Goldberg
2021 — conf
Neural Extractive Search.
ACL (demo)
Shauli Ravfogel, Hillel Taub-Tabib, Yoav Goldberg
2021 J jnl
Neural Extractive Search.
CoRR
Shauli Ravfogel, Hillel Taub-Tabib, Yoav Goldberg
2021 J jnl
On the Power of Saturated Transformers: A View from Circuit Complexity.
CoRR
William Merrill, Yoav Goldberg, Roy Schwartz, Noah A. Smith
2021 J jnl
Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand?
Trans. Assoc. Comput. Linguistics
William Merrill, Yoav Goldberg, Roy Schwartz, Noah A. Smith
2021 J jnl
Provable Limitations of Acquiring Meaning from Ungrounded Form: What will Future Language Models Understand?
CoRR
William Merrill, Yoav Goldberg, Roy Schwartz, Noah A. Smith
2021 J jnl
Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes.
CoRR
Ofer Sabo, Yanai Elazar, Yoav Goldberg, Ido Dagan
2021 J jnl
Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes.
Trans. Assoc. Comput. Linguistics
Ofer Sabo, Yanai Elazar, Yoav Goldberg, Ido Dagan
2021 A conf
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning.
EACL
Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama
2021 J jnl
Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora.
CoRR
Hila Gonen, Ganesh Jawahar, Djamé Seddah, Yoav Goldberg
2021 J jnl
Text-based NP Enrichment.
CoRR
Yanai Elazar, Victoria Basmova, Yoav Goldberg, Reut Tsarfaty
2021 A* conf
Thinking Like Transformers.
ICML
Gail Weiss, Yoav Goldberg, Eran Yahav
2021 J jnl
Thinking Like Transformers.
CoRR
Gail Weiss, Yoav Goldberg, Eran Yahav
2020 A* conf
A Formal Hierarchy of RNN Architectures.
ACL
William Merrill, Gail Weiss, Yoav Goldberg, Roy Schwartz, Noah A. Smith, Eran Yahav
2020 J jnl
A Formal Hierarchy of RNN Architectures.
CoRR
William Merrill, Gail Weiss, Yoav Goldberg, Roy Schwartz, Noah A. Smith, Eran Yahav
2020 A* conf
A Two-Stage Masked LM Method for Term Set Expansion.
ACL
Guy Kushilevitz, Shaul Markovitch, Yoav Goldberg
2020 J jnl
A Two-Stage Masked LM Method for Term Set Expansion.
CoRR
Guy Kushilevitz, Shaul Markovitch, Yoav Goldberg
2020 J jnl
Aligning Faithful Interpretations with their Social Attribution.
CoRR
Alon Jacovi, Yoav Goldberg
2020 J jnl
Break It Down: A Question Understanding Benchmark.
CoRR
Tomer Wolfson, Mor Geva, Ankit Gupta, Matt Gardner, Yoav Goldberg, Daniel Deutch, Jonathan Berant
2020 J jnl
Break It Down: A Question Understanding Benchmark.
Trans. Assoc. Comput. Linguistics
Tomer Wolfson, Mor Geva, Ankit Gupta, Yoav Goldberg, Matt Gardner, Daniel Deutch, Jonathan Berant
2020 — conf
Compressing Pre-trained Language Models by Matrix Decomposition.
AACL/IJCNLP
Matan Ben Noach, Yoav Goldberg
2020 — conf
Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data.
EMNLP (1)
Shachar Rosenman, Alon Jacovi, Yoav Goldberg
2020 J jnl
Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data.
CoRR
Shachar Rosenman, Alon Jacovi, Yoav Goldberg
2020 B conf
Facts2Story: Controlling Text Generation by Key Facts.
COLING
Eyal Orbach, Yoav Goldberg
2020 J jnl
Facts2Story: Controlling Text Generation by Key Facts.
CoRR
Eyal Orbach, Yoav Goldberg
2020 J jnl
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI.
CoRR
Alon Jacovi, Ana Marasovic, Tim Miller, Yoav Goldberg
2020 — conf
Interactive Extractive Search over Biomedical Corpora.
BioNLP
Hillel Taub-Tabib, Micah Shlain, Shoval Sadde, Dan Lahav, Matan Eyal, Yaara Cohen, Yoav Goldberg
2020 J jnl
Interactive Extractive Search over Biomedical Corpora.
CoRR
Hillel Taub-Tabib, Micah Shlain, Shoval Sadde, Dan Lahav, Matan Eyal, Yaara Cohen, Yoav Goldberg
2020 — conf
It's not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT.
BlackboxNLP@EMNLP
Hila Gonen, Shauli Ravfogel, Yanai Elazar, Yoav Goldberg
2020 J jnl
It's not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT.
CoRR
Hila Gonen, Shauli Ravfogel, Yanai Elazar, Yoav Goldberg
2020 A* conf
Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge.
NeurIPS
Alon Talmor, Oyvind Tafjord, Peter Clark, Yoav Goldberg, Jonathan Berant
2020 — conf
Nakdan: Professional Hebrew Diacritizer.
ACL (demo)
Avi Shmidman, Shaltiel Shmidman, Moshe Koppel, Yoav Goldberg
2020 J jnl
Nakdan: Professional Hebrew Diacritizer.
CoRR
Avi Shmidman, Shaltiel Shmidman, Moshe Koppel, Yoav Goldberg
2020 A* conf
Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection.
ACL
Shauli Ravfogel, Yanai Elazar, Hila Gonen, Michael Twiton, Yoav Goldberg
2020 J jnl
Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection.
CoRR
Shauli Ravfogel, Yanai Elazar, Hila Gonen, Michael Twiton, Yoav Goldberg
2020 J jnl
Parameter Norm Growth During Training of Transformers.
CoRR
William Merrill, Vivek Ramanujan, Yoav Goldberg, Roy Schwartz, Noah A. Smith
2020 J jnl
Relation Extraction as Two-way Span-Prediction.
CoRR
Amir David Nissan Cohen, Shachar Rosenman, Yoav Goldberg
2020 A* conf
Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora.
ACL
Hila Gonen, Ganesh Jawahar, Djamé Seddah, Yoav Goldberg
2020 — conf
Syntactic Search by Example.
ACL (demo)
Micah Shlain, Hillel Taub-Tabib, Shoval Sadde, Yoav Goldberg
2020 J jnl
Syntactic Search by Example.
CoRR
Micah Shlain, Hillel Taub-Tabib, Shoval Sadde, Yoav Goldberg
2020 — conf
Synthesizing Control for a System with Black Box Environment, Based on Deep Learning.
ISoLA (2)
Simon Iosti, Doron Peled, Khen Aharon, Saddek Bensalem, Yoav Goldberg
2020 J jnl
Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge.
CoRR
Alon Talmor, Oyvind Tafjord, Peter Clark, Yoav Goldberg, Jonathan Berant
2020 — conf
The Extraordinary Failure of Complement Coercion Crowdsourcing.
Insights
Yanai Elazar, Victoria Basmova, Shauli Ravfogel, Yoav Goldberg, Reut Tsarfaty
2020 J jnl
The Extraordinary Failure of Complement Coercion Crowdsourcing.
CoRR
Yanai Elazar, Victoria Basmova, Shauli Ravfogel, Yoav Goldberg, Reut Tsarfaty
2020 A* conf
Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness?
ACL
Alon Jacovi, Yoav Goldberg
2020 J jnl
Towards Faithfully Interpretable NLP Systems: How should we define and evaluate faithfulness?
CoRR
Alon Jacovi, Yoav Goldberg
2020 — conf
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations.
BlackboxNLP@EMNLP
Shauli Ravfogel, Yanai Elazar, Jacob Goldberger, Yoav Goldberg
2020 J jnl
Unsupervised Distillation of Syntactic Information from Contextualized Word Representations.
CoRR
Shauli Ravfogel, Yanai Elazar, Jacob Goldberger, Yoav Goldberg
2020 A* conf
Unsupervised Domain Clusters in Pretrained Language Models.
ACL
Roee Aharoni, Yoav Goldberg
2020 J jnl
Unsupervised Domain Clusters in Pretrained Language Models.
CoRR
Roee Aharoni, Yoav Goldberg
2020 J jnl
When Bert Forgets How To POS: Amnesic Probing of Linguistic Properties and MLM Predictions.
CoRR
Yanai Elazar, Shauli Ravfogel, Alon Jacovi, Yoav Goldberg
2020 J jnl
oLMpics - On what Language Model Pre-training Captures.
Trans. Assoc. Comput. Linguistics
Alon Talmor, Yanai Elazar, Yoav Goldberg, Jonathan Berant
2020 — conf
pyBART: Evidence-based Syntactic Transformations for IE.
ACL (demo)
Aryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty
2020 J jnl
pyBART: Evidence-based Syntactic Transformations for IE.
CoRR
Aryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty
2019 A* conf
A Little Is Enough: Circumventing Defenses For Distributed Learning.
NeurIPS
Gilad Baruch, Moran Baruch, Yoav Goldberg
2019 J jnl
A Little Is Enough: Circumventing Defenses For Distributed Learning.
CoRR
Moran Baruch, Gilad Baruch, Yoav Goldberg
2019 J jnl
Ab Antiquo: Proto-language Reconstruction with RNNs.
CoRR
Carlo Meloni, Shauli Ravfogel, Yoav Goldberg
2019 — conf
Aligning Vector-spaces with Noisy Supervised Lexicon.
NAACL-HLT (1)
Noa Yehezkel Lubin, Jacob Goldberger, Yoav Goldberg
2019 J jnl
Aligning Vector-spaces with Noisy Supervised Lexicons.
CoRR
Noa Yehezkel Lubin, Jacob Goldberger, Yoav Goldberg
2019 — conf
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets.
EMNLP/IJCNLP (1)
Mor Geva, Yoav Goldberg, Jonathan Berant
2019 J jnl
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets.
CoRR
Mor Geva, Yoav Goldberg, Jonathan Berant
2019 J jnl
Assessing BERT's Syntactic Abilities.
CoRR
Yoav Goldberg
2019 J jnl
Filling Gender & Number Gaps in Neural Machine Translation with Black-box Context Injection.
CoRR
Amit Moryossef, Roee Aharoni, Yoav Goldberg
2019 B conf
How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?
CoNLL
Hila Gonen, Yova Kementchedjhieva, Yoav Goldberg
2019 — conf
How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?
WNLP@ACL
Hila Gonen, Yova Kementchedjhieva, Yoav Goldberg
2019 J jnl
How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?
CoRR
Hila Gonen, Yova Kementchedjhieva, Yoav Goldberg
2019 J jnl
Improving Quality and Efficiency in Plan-based Neural Data-to-Text Generation.
CoRR
Amit Moryossef, Ido Dagan, Yoav Goldberg
2019 B conf
Improving Quality and Efficiency in Plan-based Neural Data-to-text Generation.
INLG
Amit Moryossef, Yoav Goldberg, Ido Dagan
2019 — conf
Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training.
EMNLP/IJCNLP (1)
Hila Gonen, Yoav Goldberg
2019 A* conf
Learning Deterministic Weighted Automata with Queries and Counterexamples.
NeurIPS
Gail Weiss, Yoav Goldberg, Eran Yahav
2019 J jnl
Learning Deterministic Weighted Automata with Queries and Counterexamples.
CoRR
Gail Weiss, Yoav Goldberg, Eran Yahav
2019 — conf
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them.
WNLP@ACL
Hila Gonen, Yoav Goldberg
2019 — conf
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them.
NAACL-HLT (1)
Hila Gonen, Yoav Goldberg
2019 J jnl
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them.
CoRR
Hila Gonen, Yoav Goldberg
2019 J jnl
Mining fall-related information in clinical notes: Comparison of rule-based and novel word embedding-based machine learning approaches.
J. Biomed. Informatics
Maxim Topaz, Ludmila Murga, Katherine M. Gaddis, Margaret V. McDonald, Ofrit Bar-Bachar, Yoav Goldberg, Kathryn H. Bowles
2019 J jnl
Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning.
CoRR
Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama
2019 — conf
Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation.
NAACL-HLT (1)
Amit Moryossef, Yoav Goldberg, Ido Dagan
2019 J jnl
Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation.
CoRR
Amit Moryossef, Yoav Goldberg, Ido Dagan
2019 — conf
Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages.
NAACL-HLT (1)
Shauli Ravfogel, Yoav Goldberg, Tal Linzen
2019 J jnl
Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages.
CoRR
Shauli Ravfogel, Yoav Goldberg, Tal Linzen
2019 J jnl
Towards Neural Decompilation.
CoRR
Omer Katz, Yuval Olshaker, Yoav Goldberg, Eran Yahav
2019 J jnl
Towards better substitution-based word sense induction.
CoRR
Asaf Amrami, Yoav Goldberg
2019 — conf
Transfer Learning Between Related Tasks Using Expected Label Proportions.
EMNLP/IJCNLP (1)
Matan Ben Noach, Yoav Goldberg
2019 J jnl
Transfer Learning Between Related Tasks Using Expected Label Proportions.
CoRR
Matan Ben Noach, Yoav Goldberg
2019 A* conf
Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation.
ICML
Shani Gamrian, Yoav Goldberg
2019 J jnl
Where's My Head? Definition, Dataset and Models for Numeric Fused-Heads Identification and Resolution.
CoRR
Yanai Elazar, Yoav Goldberg
2019 J jnl
Where's My Head? Definition, Dataset and Models for Numeric Fused-Heads Identification and Resolution.
Trans. Assoc. Comput. Linguistics
Yanai Elazar, Yoav Goldberg
2019 J jnl
oLMpics - On what Language Model Pre-training Captures.
CoRR
Alon Talmor, Yanai Elazar, Yoav Goldberg, Jonathan Berant
2018 A* conf
Adversarial Removal of Demographic Attributes from Text Data.
EMNLP
Yanai Elazar, Yoav Goldberg
2018 J jnl
Adversarial Removal of Demographic Attributes from Text Data.
CoRR
Yanai Elazar, Yoav Goldberg
2018 — conf
Breaking NLI Systems with Sentences that Require Simple Lexical Inferences.
ACL (2)
Max Glockner, Vered Shwartz, Yoav Goldberg
2018 J jnl
Breaking NLI Systems with Sentences that Require Simple Lexical Inferences.
CoRR
Max Glockner, Vered Shwartz, Yoav Goldberg
2018 — conf
Can LSTM Learn to Capture Agreement? The Case of Basque.
BlackboxNLP@EMNLP
Shauli Ravfogel, Yoav Goldberg, Francis M. Tyers
2018 J jnl
Can LSTM Learn to Capture Agreement? The Case of Basque.
CoRR
Shauli Ravfogel, Francis M. Tyers, Yoav Goldberg
2018 A* conf
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples.
ICML
Gail Weiss, Yoav Goldberg, Eran Yahav
2018 A* conf
LaVAN: Localized and Visible Adversarial Noise.
ICML
Danny Karmon, Daniel Zoran, Yoav Goldberg
2018 J jnl
LaVAN: Localized and Visible Adversarial Noise.
CoRR
Danny Karmon, Daniel Zoran, Yoav Goldberg
2018 J jnl
Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training.
CoRR
Hila Gonen, Yoav Goldberg
2018 J jnl
Neural Network Methods for Natural Language Processing Yoav Goldberg (Bar Ilan University)Morgan & Claypool (Synthesis Lectures on Human Language Technologies, edited by Graeme Hirst, volume 37), 2017, xxii+287 pp; paperback, ISBN 9781627052986, $74.95; ebook, ISBN 9781627052955, $59.96; doi: 10.2200/S00762ED1V01Y201703HLT037.
Comput. Linguistics
Yoav Goldberg, Graeme Hirst, Yang Liu, Meng Zhang
2018 — conf
On the Practical Computational Power of Finite Precision RNNs for Language Recognition.
ACL (2)
Gail Weiss, Yoav Goldberg, Eran Yahav
2018 J jnl
On the Practical Computational Power of Finite Precision RNNs for Language Recognition.
CoRR
Gail Weiss, Yoav Goldberg, Eran Yahav
2018 — conf
SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term Embeddings.
COLING (Demos)
Jonathan Mamou, Oren Pereg, Moshe Wasserblat, Ido Dagan, Yoav Goldberg, Alon Eirew, Yael Green, Shira Guskin, Peter Izsak, Daniel Korat
2018 — conf
Split and Rephrase: Better Evaluation and Stronger Baselines.
ACL (2)
Roee Aharoni, Yoav Goldberg
2018 J jnl
Split and Rephrase: Better Evaluation and a Stronger Baseline.
CoRR
Roee Aharoni, Yoav Goldberg
2018 J jnl
Term Set Expansion based on Multi-Context Term Embeddings: an End-to-end Workflow.
CoRR
Jonathan Mamou, Oren Pereg, Moshe Wasserblat, Ido Dagan, Yoav Goldberg, Alon Eirew, Yael Green, Shira Guskin, Peter Izsak, Daniel Korat
2018 J jnl
Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation.
CoRR
Shani Gamrian, Yoav Goldberg
2018 — conf
Understanding Convolutional Neural Networks for Text Classification.
BlackboxNLP@EMNLP
Alon Jacovi, Oren Sar Shalom, Yoav Goldberg
2018 J jnl
Understanding Convolutional Neural Networks for Text Classification.
CoRR
Alon Jacovi, Oren Sar Shalom, Yoav Goldberg
2018 A* conf
Word Sense Induction with Neural biLM and Symmetric Patterns.
EMNLP
Asaf Amrami, Yoav Goldberg
2018 J jnl
Word Sense Induction with Neural biLM and Symmetric Patterns.
CoRR
Asaf Amrami, Yoav Goldberg
2017 — conf
A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments.
EACL (1)
Omer Levy, Anders Søgaard, Yoav Goldberg
2017 J jnl
Analysis of sentence embedding models using prediction tasks in natural language processing.
IBM J. Res. Dev.
Yossi Adi, Einat Kermany, Yonatan Belinkov, Ofer Lavi, Yoav Goldberg
2017 — conf
Capturing Dependency Syntax with "Deep" Sequential Models.
DepLing
Yoav Goldberg
2017 J jnl
Controlling Linguistic Style Aspects in Neural Language Generation.
CoRR
Jessica Ficler, Yoav Goldberg
2017 J jnl
DyNet: The Dynamic Neural Network Toolkit.
CoRR
Graham Neubig, Chris Dyer, Yoav Goldberg, Austin Matthews, Waleed Ammar, Antonios Anastasopoulos, Miguel Ballesteros, David Chiang, Daniel Clothiaux, Trevor Cohn, Kevin Duh, Manaal Faruqui, Cynthia Gan, Dan Garrette, Yangfeng Ji, Lingpeng Kong, Adhiguna Kuncoro, Gaurav Kumar, Chaitanya Malaviya, Paul Michel, Yusuke Oda, Matthew Richardson, Naomi Saphra, Swabha Swayamdipta, Pengcheng Yin
2017 B conf
Exploring the Syntactic Abilities of RNNs with Multi-task Learning.
CoNLL
Émile Enguehard, Yoav Goldberg, Tal Linzen
2017 J jnl
Exploring the Syntactic Abilities of RNNs with Multi-task Learning.
CoRR
Émile Enguehard, Yoav Goldberg, Tal Linzen
2017 J jnl
Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples.
CoRR
Gail Weiss, Yoav Goldberg, Eran Yahav
2017 — conf
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks.
ICLR (Poster)
Yossi Adi, Einat Kermany, Yonatan Belinkov, Ofer Lavi, Yoav Goldberg
2017 — conf
From Raw Text to Universal Dependencies - Look, No Tags!
CoNLL Shared Task (2)
Miryam de Lhoneux, Yan Shao, Ali Basirat, Eliyahu Kiperwasser, Sara Stymne, Yoav Goldberg, Joakim Nivre
2017 J jnl
Greedy Transition-Based Dependency Parsing with Stack LSTMs.
Comput. Linguistics
Miguel Ballesteros, Chris Dyer, Yoav Goldberg, Noah A. Smith
2017 — conf
Improving a Strong Neural Parser with Conjunction-Specific Features.
EACL (2)
Jessica Ficler, Yoav Goldberg
2017 J jnl
Improving a Strong Neural Parser with Conjunction-Specific Features.
CoRR
Jessica Ficler, Yoav Goldberg
2017 — conf
Morphological Inflection Generation with Hard Monotonic Attention.
ACL (1)
Roee Aharoni, Yoav Goldberg
2017 — book
Neural Network Methods for Natural Language Processing
Yoav Goldberg
2017 — conf
On-the-fly Operation Batching in Dynamic Computation Graphs.
NIPS
Graham Neubig, Yoav Goldberg, Chris Dyer
2017 J jnl
On-the-fly Operation Batching in Dynamic Computation Graphs.
CoRR
Graham Neubig, Yoav Goldberg, Chris Dyer
2017 — ed.
Proceedings of the 2nd Workshop on Evaluating Vector Space Representations for NLP, RepEval@EMNLP 2017, Copenhagen, Denmark, September 8, 2017
RepEval@EMNLP
Samuel R. Bowman, Yoav Goldberg, Felix Hill, Angeliki Lazaridou, Omer Levy, Roi Reichart, Anders Søgaard
2017 — conf
The Interplay of Semantics and Morphology in Word Embeddings.
EACL (2)
Oded Avraham, Yoav Goldberg
2017 J jnl
The Interplay of Semantics and Morphology in Word Embeddings.
CoRR
Oded Avraham, Yoav Goldberg
2017 — conf
Towards String-To-Tree Neural Machine Translation.
ACL (2)
Roee Aharoni, Yoav Goldberg
2017 J jnl
Towards String-to-Tree Neural Machine Translation.
CoRR
Roee Aharoni, Yoav Goldberg
2016 A* conf
A Neural Network for Coordination Boundary Prediction.
EMNLP
Jessica Ficler, Yoav Goldberg
2016 J jnl
A Neural Network for Coordination Boundary Prediction.
CoRR
Jessica Ficler, Yoav Goldberg
2016 J jnl
A Primer on Neural Network Models for Natural Language Processing.
J. Artif. Intell. Res.
Yoav Goldberg
2016 J jnl
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies.
CoRR
Tal Linzen, Emmanuel Dupoux, Yoav Goldberg
2016 J jnl
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies.
Trans. Assoc. Comput. Linguistics
Tal Linzen, Emmanuel Dupoux, Yoav Goldberg
2016 — conf
Coordination Annotation Extension in the Penn Tree Bank.
ACL (1)
Jessica Ficler, Yoav Goldberg
2016 J jnl
Coordination Annotation Extension in the Penn Tree Bank.
CoRR
Jessica Ficler, Yoav Goldberg
2016 — conf
Deep multi-task learning with low level tasks supervised at lower layers.
ACL (2)
Anders Søgaard, Yoav Goldberg
2016 J jnl
Easy-First Dependency Parsing with Hierarchical Tree LSTMs.
CoRR
Eliyahu Kiperwasser, Yoav Goldberg
2016 J jnl
Easy-First Dependency Parsing with Hierarchical Tree LSTMs.
Trans. Assoc. Comput. Linguistics
Eliyahu Kiperwasser, Yoav Goldberg
2016 J jnl
Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks.
CoRR
Yossi Adi, Einat Kermany, Yonatan Belinkov, Ofer Lavi, Yoav Goldberg
2016 J jnl
Getting More Out Of Syntax with PropS.
CoRR
Gabriel Stanovsky, Jessica Ficler, Ido Dagan, Yoav Goldberg
2016 — conf
Improved Parsing for Argument-Clusters Coordination.
ACL (2)
Jessica Ficler, Yoav Goldberg
2016 J jnl
Improved Parsing for Argument-Clusters Coordination.
CoRR
Jessica Ficler, Yoav Goldberg
2016 — conf
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method.
ACL (1)
Vered Shwartz, Yoav Goldberg, Ido Dagan
2016 J jnl
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method.
CoRR
Vered Shwartz, Yoav Goldberg, Ido Dagan
2016 — conf
Improving Reliability of Word Similarity Evaluation by Redesigning Annotation Task and Performance Measure.
RepEval@ACL
Oded Avraham, Yoav Goldberg
2016 J jnl
Improving Reliability of Word Similarity Evaluation by Redesigning Annotation Task and Performance Measure.
CoRR
Oded Avraham, Yoav Goldberg
2016 — conf
Improving Sequence to Sequence Learning for Morphological Inflection Generation: The BIU-MIT Systems for the SIGMORPHON 2016 Shared Task for Morphological Reinflection.
SIGMORPHON
Roee Aharoni, Yoav Goldberg, Yonatan Belinkov
2016 — conf
Improving sentence compression by learning to predict gaze.
HLT-NAACL
Sigrid Klerke, Yoav Goldberg, Anders Søgaard
2016 J jnl
Improving sentence compression by learning to predict gaze.
CoRR
Sigrid Klerke, Yoav Goldberg, Anders Søgaard
2016 — conf
Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss.
ACL (2)
Barbara Plank, Anders Søgaard, Yoav Goldberg
2016 J jnl
Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss.
CoRR
Barbara Plank, Anders Søgaard, Yoav Goldberg
2016 B ed.
Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning, CoNLL 2016, Berlin, Germany, August 11-12, 2016
CoNLL
Yoav Goldberg, Stefan Riezler
2016 J jnl
Reconsidering Cross-lingual Word Embeddings.
CoRR
Omer Levy, Anders Søgaard, Yoav Goldberg
2016 B conf
Semi Supervised Preposition-Sense Disambiguation using Multilingual Data.
COLING
Hila Gonen, Yoav Goldberg
2016 J jnl
Semi Supervised Preposition-Sense Disambiguation using Multilingual Data.
CoRR
Hila Gonen, Yoav Goldberg
2016 J jnl
Sequence to Sequence Transduction with Hard Monotonic Attention.
CoRR
Roee Aharoni, Yoav Goldberg
2016 J jnl
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations.
CoRR
Eliyahu Kiperwasser, Yoav Goldberg
2016 J jnl
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations.
Trans. Assoc. Comput. Linguistics
Eliyahu Kiperwasser, Yoav Goldberg
2016 A* conf
Training with Exploration Improves a Greedy Stack LSTM Parser.
EMNLP
Miguel Ballesteros, Yoav Goldberg, Chris Dyer, Noah A. Smith
2016 J jnl
Training with Exploration Improves a Greedy Stack-LSTM Parser.
CoRR
Miguel Ballesteros, Yoav Goldberg, Chris Dyer, Noah A. Smith
2016 B conf
Universal Dependencies v1: A Multilingual Treebank Collection.
LREC
Joakim Nivre, Marie-Catherine de Marneffe, Filip Ginter, Yoav Goldberg, Jan Hajic, Christopher D. Manning, Ryan T. McDonald, Slav Petrov, Sampo Pyysalo, Natalia Silveira, Reut Tsarfaty, Daniel Zeman
2015 J jnl
A Primer on Neural Network Models for Natural Language Processing.
CoRR
Yoav Goldberg
2015 J jnl
Improving Distributional Similarity with Lessons Learned from Word Embeddings.
Trans. Assoc. Comput. Linguistics
Omer Levy, Yoav Goldberg, Ido Dagan
2015 A* conf
Semi-supervised Dependency Parsing using Bilexical Contextual Features from Auto-Parsed Data.
EMNLP
Eliyahu Kiperwasser, Yoav Goldberg
2015 — conf
Template Kernels for Dependency Parsing.
HLT-NAACL
Hillel Taub-Tabib, Yoav Goldberg, Amir Globerson
2014 J jnl
A Tabular Method for Dynamic Oracles in Transition-Based Parsing.
Trans. Assoc. Comput. Linguistics
Yoav Goldberg, Francesco Sartorio, Giorgio Satta
2014 — conf
Automatic Detection of Machine Translated Text and Translation Quality Estimation.
ACL (2)
Roee Aharoni, Moshe Koppel, Yoav Goldberg
2014 J jnl
Constrained Arc-Eager Dependency Parsing.
Comput. Linguistics
Joakim Nivre, Yoav Goldberg, Ryan T. McDonald
2014 — conf
Dependency-Based Word Embeddings.
ACL (2)
Omer Levy, Yoav Goldberg
2014 B conf
Linguistic Regularities in Sparse and Explicit Word Representations.
CoNLL
Omer Levy, Yoav Goldberg
2014 — conf
Neural Word Embedding as Implicit Matrix Factorization.
NIPS
Omer Levy, Yoav Goldberg
2014 J jnl
word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method.
CoRR
Yoav Goldberg, Omer Levy
2013 — conf
A Dataset of Syntactic-Ngrams over Time from a Very Large Corpus of English Books.
*SEM@NAACL-HLT
Yoav Goldberg, Jon Orwant
2013 B conf
A Non-Monotonic Arc-Eager Transition System for Dependency Parsing.
CoNLL
Matthew Honnibal, Yoav Goldberg, Mark Johnson
2013 — conf
Dynamic-oracle Transition-based Parsing with Calibrated Probabilistic Output.
IWPT
Yoav Goldberg
2013 — conf
Efficient Implementation of Beam-Search Incremental Parsers.
ACL (2)
Yoav Goldberg, Kai Zhao, Liang Huang
2013 — conf
Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich Languages.
SPMRL@EMNLP
Djamé Seddah, Reut Tsarfaty, Sandra Kübler, Marie Candito, Jinho D. Choi, Richárd Farkas, Jennifer Foster, Iakes Goenaga, Koldo Gojenola Galletebeitia, Yoav Goldberg, Spence Green, Nizar Habash, Marco Kuhlmann, Wolfgang Maier, Joakim Nivre, Adam Przepiórkowski, Ryan Roth, Wolfgang Seeker, Yannick Versley, Veronika Vincze, Marcin Wolinski, Alina Wróblewska, Éric Villemonte de la Clergerie
2013 — ed.
Proceedings of the Fourth Workshop on Statistical Parsing of Morphologically-Rich Languages, SPMRL@EMNLP 2013, Seattle, Washington, USA, October 18, 2013
SPMRL@EMNLP
Yoav Goldberg, Yuval Marton, Ines Rehbein, Yannick Versley
2013 J jnl
Training Deterministic Parsers with Non-Deterministic Oracles.
Trans. Assoc. Comput. Linguistics
Yoav Goldberg, Joakim Nivre
2013 — conf
Universal Dependency Annotation for Multilingual Parsing.
ACL (2)
Ryan T. McDonald, Joakim Nivre, Yvonne Quirmbach-Brundage, Yoav Goldberg, Dipanjan Das, Kuzman Ganchev, Keith B. Hall, Slav Petrov, Hao Zhang, Oscar Täckström, Claudia Bedini, Núria Bertomeu Castelló, Jungmee Lee
2013 J jnl
Word Segmentation, Unknown-word Resolution, and Morphological Agreement in a Hebrew Parsing System.
Comput. Linguistics
Yoav Goldberg, Michael Elhadad
2012 B conf
A Dynamic Oracle for Arc-Eager Dependency Parsing.
COLING
Yoav Goldberg, Joakim Nivre
2012 J jnl
Precision-biased Parsing and High-Quality Parse Selection
CoRR
Yoav Goldberg, Michael Elhadad
2012 J jnl
Task-specific Word-Clustering for Part-of-Speech Tagging
CoRR
Yoav Goldberg
2011 — conf
Joint Hebrew Segmentation and Parsing using a PCFGLA Lattice Parser.
ACL (2)
Yoav Goldberg, Michael Elhadad
2011 — conf
Language-Independent Parsing with Empty Elements.
ACL (2)
Shu Cai, David Chiang, Yoav Goldberg
2011 B conf
Rich Parameterization Improves RNA Structure Prediction.
RECOMB
Shay Zakov, Yoav Goldberg, Michael Elhadad, Michal Ziv-Ukelson
2011 J jnl
Rich Parameterization Improves RNA Structure Prediction.
J. Comput. Biol.
Shay Zakov, Yoav Goldberg, Michael Elhadad, Michal Ziv-Ukelson
2010 — conf
An Efficient Algorithm for Easy-First Non-Directional Dependency Parsing.
HLT-NAACL
Yoav Goldberg, Michael Elhadad
2010 — conf
Easy-First Dependency Parsing of Modern Hebrew.
SPMRL@NAACL-HLT
Yoav Goldberg, Michael Elhadad
2010 B conf
Inspecting the Structural Biases of Dependency Parsing Algorithms.
CoNLL
Yoav Goldberg, Michael Elhadad
2010 — conf
Statistical Parsing of Morphologically Rich Languages (SPMRL) What, How and Whither.
SPMRL@NAACL-HLT
Reut Tsarfaty, Djamé Seddah, Yoav Goldberg, Sandra Kübler, Yannick Versley, Marie Candito, Jennifer Foster, Ines Rehbein, Lamia Tounsi
2009 A conf
Enhancing Unlexicalized Parsing Performance Using a Wide Coverage Lexicon, Fuzzy Tag-Set Mapping, and EM-HMM-Based Lexical Probabilities.
EACL
Yoav Goldberg, Reut Tsarfaty, Meni Adler, Michael Elhadad
2009 — conf
Hebrew Dependency Parsing: Initial Results.
IWPT
Yoav Goldberg, Michael Elhadad
2009 A* conf
On the Role of Lexical Features in Sequence Labeling.
EMNLP
Yoav Goldberg, Michael Elhadad
2009 — conf
Ontology Evaluation through Text Classification.
APWeb/WAIM Workshops
Yael Dahan Netzer, David Gabay, Meni Adler, Yoav Goldberg, Michael Elhadad
2008 A* conf
A Single Generative Model for Joint Morphological Segmentation and Syntactic Parsing.
ACL
Yoav Goldberg, Reut Tsarfaty
2008 A* conf
EM Can Find Pretty Good HMM POS-Taggers (When Given a Good Start).
ACL
Yoav Goldberg, Meni Adler, Michael Elhadad
2008 C conf
Identification of Transliterated Foreign Words in Hebrew Script.
CICLing
Yoav Goldberg, Michael Elhadad
2008 B conf
Tagging a Hebrew Corpus: the Case of Participles.
LREC
Meni Adler, Yael Dahan Netzer, Yoav Goldberg, David Gabay, Michael Elhadad
2008 A* conf
Unsupervised Lexicon-Based Resolution of Unknown Words for Full Morphological Analysis.
ACL
Meni Adler, Yoav Goldberg, David Gabay, Michael Elhadad
2008 B conf
Word-Based or Morpheme-Based? Annotation Strategies for Modern Hebrew Clitics.
LREC
Reut Tsarfaty, Yoav Goldberg
2008 — conf
splitSVM: Fast, Space-Efficient, non-Heuristic, Polynomial Kernel Computation for NLP Applications.
ACL (2)
Yoav Goldberg, Michael Elhadad
2007 A* conf
SVM Model Tampering and Anchored Learning: A Case Study in Hebrew NP Chunking.
ACL
Yoav Goldberg, Michael Elhadad
2006 A* conf
Noun Phrase Chunking in Hebrew: Influence of Lexical and Morphological Features.
ACL
Yoav Goldberg, Meni Adler, Michael Elhadad
2006 C conf
Strategic Intelligence Analysis: From Information Processing to Meaning-Making.
ISI
Yair Neuman, Liran Elihay, Meni Adler, Yoav Goldberg, Amir Winer