| 2026 | ACL | Factual Retrieval in LLMs Is a Redundant, Distributed and Non-Contiguous Process. | Hail Hochman, Natalie Shapira, Yoav Goldberg |
| 2025 | EMNLP | NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings. | Or Shachar, Uri Katz, Yoav Goldberg, Oren Glickman |
| 2025 | IJCNLP | Efficient Decoding Methods for Language Models on Encrypted Data. | Matan Avitan, Moran Baruch, Nir Drucker, Itamar Zimerman, Yoav Goldberg |
| 2025 | NAACL | A Practical Method for Generating String Counterfactuals. | Matan Avitan, Ryan Cotterell, Yoav Goldberg, Shauli Ravfogel |
| 2025 | RV | The Power of Reframing: Using LLMs in Synthesizing RV Monitors. | Itay Cohen, Klaus Havelund, Doron Peled, Yoav Goldberg |
| 2024 | ACL | Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models. | Mosh Levy, Alon Jacoby, Yoav Goldberg |
| 2024 | ACL | Leveraging Collection-Wide Similarities for Unsupervised Document Structure Extraction. | Gili Lior, Yoav Goldberg, Gabriel Stanovsky |
| 2024 | EACL | Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models. | Natalie Shapira, Mosh Levy, Seyed Hossein Alavi, Xuhui Zhou, Yejin Choi, Yoav Goldberg, Maarten Sap, Vered Shwartz |
| 2024 | EMNLP | Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature. | Uri Katz, Mosh Levy, Yoav Goldberg |
| 2024 | EMNLP | Evaluating D-MERIT of Partial-annotation on Information Retrieval. | Royi Rassin, Yaron Fairstein, Oren Kalinsky, Guy Kushilevitz, Nachshon Cohen, Alexander Libov, Yoav Goldberg |
| 2024 | EMNLP | Data-driven Coreference-based Ontology Building. | Shir Ashury-Tahan, Amir David Nissan Cohen, Nadav Cohen, Yoram Louzoun, Yoav Goldberg |
| 2023 | ACL | Neighboring Words Affect Human Interpretation of Saliency Explanations. | Alon Jacovi, Hendrik Schuff, Heike Adel, Ngoc Thang Vu, Yoav Goldberg |
| 2023 | ACL | Conjunct Resolution in the Face of Verbal Omissions. | Royi Rassin, Yoav Goldberg, Reut Tsarfaty |
| 2023 | ACL | Linear Guardedness and its Implications. | Shauli Ravfogel, Yoav Goldberg, Ryan Cotterell |
| 2023 | ACL | Conformal Nucleus Sampling. | Shauli Ravfogel, Yoav Goldberg, Jacob Goldberger |
| 2023 | ACL | How Well Do Large Language Models Perform on Faux Pas Tests? | Natalie Shapira, Guy Zwirn, Yoav Goldberg |
| 2023 | ACL | Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels. | Aviv Weinstein, Yoav Goldberg |
| 2023 | ACL | Hierarchy Builder: Organizing Textual Spans into a Hierarchy to Facilitate Navigation. | Itay Yair, Hillel Taub-Tabib, Yoav Goldberg |
| 2023 | EACL | Understanding Transformer Memorization Recall Through Idioms. | Adi Haviv, Ido Cohen, Jacob Gidron, Roei Schuster, Yoav Goldberg, Mor Geva |
| 2023 | EACL | Simple and Effective Multi-Token Completion from Masked Language Models. | Oren Kalinsky, Guy Kushilevitz, Alexander Libov, Yoav Goldberg |
| 2023 | EACL | LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution. | Shon Otmazgin, Arie Cattan, Yoav Goldberg |
| 2023 | EACL | CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm. | Hongming Zhang, Yintong Huo, Yanai Elazar, Yangqiu Song, Yoav Goldberg, Dan Roth |
| 2023 | EMNLP | HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark. | Amir David Nissan Cohen, Hilla Merhav, Yoav Goldberg, Reut Tsarfaty |
| 2023 | EMNLP | Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks. | Alon Jacovi, Avi Caciularu, Omer Goldman, Yoav Goldberg |
| 2023 | EMNLP | NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval. | Uri Katz, Matan Vetzler, Amir David Nissan Cohen, Yoav Goldberg |
| 2023 | EMNLP | Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers. | Mosh Levy, Shauli Ravfogel, Yoav Goldberg |
| 2023 | EMNLP | Linguistically Motivated Sign Language Segmentation. | Amit Moryossef, Zifan Jiang, Mathias Mller, Sarah Ebling, Yoav Goldberg |
| 2022 | ACL | Large Scale Substitution-based Word Sense Induction. | Matan Eyal, Shoval Sadde, Hillel Taub-Tabib, Yoav Goldberg |
| 2022 | ACL | BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models. | Elad Ben Zaken, Yoav Goldberg, Shauli Ravfogel |
| 2022 | EMNLP | Lexical Generalization Improves with Larger Models and Longer Training. | Elron Bandel, Yoav Goldberg, Yanai Elazar |
| 2022 | EMNLP | McPhraSy: Multi-Context Phrase Similarity and Clustering. | Amir David Nissan Cohen, Hila Gonen, Ori Shapira, Ran Levy, Yoav Goldberg |
| 2022 | EMNLP | LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models. | Mor Geva, Avi Caciularu, Guy Dar, Paul Roit, Shoval Sadde, Micah Shlain, Bar Tamir, Yoav Goldberg |
| 2022 | EMNLP | Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space. | Mor Geva, Avi Caciularu, Kevin Ro Wang, Yoav Goldberg |
| 2022 | EMNLP | Adversarial Concept Erasure in Kernel Space. | Shauli Ravfogel, Francisco Vargas, Yoav Goldberg, Ryan Cotterell |
| 2022 | ICML | Linear Adversarial Concept Erasure. | Shauli Ravfogel, Michael Twiton, Yoav Goldberg, Ryan Cotterell |
| 2022 | IJCNLP | F-coref: Fast, Accurate and Easy to Use Coreference Resolution. | Shon Otmazgin, Arie Cattan, Yoav Goldberg |
| 2022 | NAACL | A Dataset for N-ary Relation Extraction of Drug Combinations. | Aryeh Tiktinsky, Vijay Viswanathan, Danna Niezni, Dana Meron Azagury, Yosi Shamay, Hillel Taub-Tabib, Tom Hope, Yoav Goldberg |
| 2021 | ACL | Neural Extractive Search. | Shauli Ravfogel, Hillel Taub-Tabib, Yoav Goldberg |
| 2021 | ACL | Including Signed Languages in Natural Language Processing. | Kayo Yin, Amit Moryossef, Julie Hochgesang, Yoav Goldberg, Malihe Alikhani |
| 2021 | CoNLL | Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction. | Shauli Ravfogel, Grusha Prasad, Tal Linzen, Yoav Goldberg |
| 2021 | EACL | Bootstrapping Relation Extractors using Syntactic Search by Examples. | Matan Eyal, Asaf Amrami, Hillel Taub-Tabib, Yoav Goldberg |
| 2021 | EACL | Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning. | Alon Jacovi, Gang Niu, Yoav Goldberg, Masashi Sugiyama |
| 2021 | EMNLP | Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema. | Yanai Elazar, Hongming Zhang, Yoav Goldberg, Dan Roth |
| 2021 | EMNLP | Contrastive Explanations for Model Interpretability. | Alon Jacovi, Swabha Swayamdipta, Shauli Ravfogel, Yanai Elazar, Yejin Choi, Yoav Goldberg |
| 2021 | EMNLP | Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent. | William Merrill, Vivek Ramanujan, Yoav Goldberg, Roy Schwartz, Noah A. Smith |
| 2021 | EMNLP | Asking It All: Generating Contextualized Questions for any Semantic Role. | Valentina Pyatkin, Paul Roit, Julian Michael, Yoav Goldberg, Reut Tsarfaty, Ido Dagan |
| 2021 | ICML | Thinking Like Transformers. | Gail Weiss, Yoav Goldberg, Eran Yahav |
| 2021 | NAACL | Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? | Eric P. Lehman, Sarthak Jain, Karl Pichotta, Yoav Goldberg, Byron C. Wallace |
| 2021 | NAACL | Ab Antiquo: Neural Proto-language Reconstruction. | Carlo Meloni, Shauli Ravfogel, Yoav Goldberg |
| 2020 | ACL | Unsupervised Domain Clusters in Pretrained Language Models. | Roee Aharoni, Yoav Goldberg |
| 2020 | ACL | Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora. | Hila Gonen, Ganesh Jawahar, Djam Seddah, Yoav Goldberg |
| 2020 | ACL | Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness? | Alon Jacovi, Yoav Goldberg |
| 2020 | ACL | A Two-Stage Masked LM Method for Term Set Expansion. | Guy Kushilevitz, Shaul Markovitch, Yoav Goldberg |
| 2020 | ACL | A Formal Hierarchy of RNN Architectures. | William Merrill, Gail Weiss, Yoav Goldberg, Roy Schwartz, Noah A. Smith, Eran Yahav |
| 2020 | ACL | Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection. | Shauli Ravfogel, Yanai Elazar, Hila Gonen, Michael Twiton, Yoav Goldberg |
| 2020 | ACL | Syntactic Search by Example. | Micah Shlain, Hillel Taub-Tabib, Shoval Sadde, Yoav Goldberg |
| 2020 | ACL | Nakdan: Professional Hebrew Diacritizer. | Avi Shmidman, Shaltiel Shmidman, Moshe Koppel, Yoav Goldberg |
| 2020 | ACL | pyBART: Evidence-based Syntactic Transformations for IE. | Aryeh Tiktinsky, Yoav Goldberg, Reut Tsarfaty |
| 2020 | COLING | Facts2Story: Controlling Text Generation by Key Facts. | Eyal Orbach, Yoav Goldberg |
| 2020 | EMNLP | Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data. | Shachar Rosenman, Alon Jacovi, Yoav Goldberg |
| 2020 | IJCNLP | Compressing Pre-trained Language Models by Matrix Decomposition. | Matan Ben Noach, Yoav Goldberg |
| 2020 | ISoLA | Synthesizing Control for a System with Black Box Environment, Based on Deep Learning. | Simon Iosti, Doron Peled, Khen Aharon, Saddek Bensalem, Yoav Goldberg |
| 2019 | CoNLL | How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages? | Hila Gonen, Yova Kementchedjhieva, Yoav Goldberg |
| 2019 | EMNLP | Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets. | Mor Geva, Yoav Goldberg, Jonathan Berant |
| 2019 | EMNLP | Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training. | Hila Gonen, Yoav Goldberg |
| 2019 | EMNLP | Transfer Learning Between Related Tasks Using Expected Label Proportions. | Matan Ben Noach, Yoav Goldberg |
| 2019 | ICML | Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation. | Shani Gamrian, Yoav Goldberg |
| 2019 | INLG | Improving Quality and Efficiency in Plan-based Neural Data-to-text Generation. | Amit Moryossef, Yoav Goldberg, Ido Dagan |
| 2019 | NAACL | Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them. | Hila Gonen, Yoav Goldberg |
| 2019 | NAACL | Aligning Vector-spaces with Noisy Supervised Lexicon. | Noa Yehezkel Lubin, Jacob Goldberger, Yoav Goldberg |
| 2019 | NAACL | Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation. | Amit Moryossef, Yoav Goldberg, Ido Dagan |
| 2019 | NAACL | Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages. | Shauli Ravfogel, Yoav Goldberg, Tal Linzen |
| 2018 | ACL | Split and Rephrase: Better Evaluation and Stronger Baselines. | Roee Aharoni, Yoav Goldberg |
| 2018 | ACL | Breaking NLI Systems with Sentences that Require Simple Lexical Inferences. | Max Glockner, Vered Shwartz, Yoav Goldberg |
| 2018 | ACL | On the Practical Computational Power of Finite Precision RNNs for Language Recognition. | Gail Weiss, Yoav Goldberg, Eran Yahav |
| 2018 | COLING | SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term Embeddings. | Jonathan Mamou, Oren Pereg, Moshe Wasserblat, Ido Dagan, Yoav Goldberg, Alon Eirew, Yael Green, Shira Guskin, Peter Izsak, Daniel Korat |
| 2018 | EMNLP | Word Sense Induction with Neural biLM and Symmetric Patterns. | Asaf Amrami, Yoav Goldberg |
| 2018 | EMNLP | Adversarial Removal of Demographic Attributes from Text Data. | Yanai Elazar, Yoav Goldberg |
| 2018 | EMNLP | Understanding Convolutional Neural Networks for Text Classification. | Alon Jacovi, Oren Sar Shalom, Yoav Goldberg |
| 2018 | EMNLP | Can LSTM Learn to Capture Agreement? The Case of Basque. | Shauli Ravfogel, Yoav Goldberg, Francis M. Tyers |
| 2018 | ICML | LaVAN: Localized and Visible Adversarial Noise. | Danny Karmon, Daniel Zoran, Yoav Goldberg |
| 2018 | ICML | Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples. | Gail Weiss, Yoav Goldberg, Eran Yahav |
| 2017 | ACL | Morphological Inflection Generation with Hard Monotonic Attention. | Roee Aharoni, Yoav Goldberg |
| 2017 | ACL | Towards String-To-Tree Neural Machine Translation. | Roee Aharoni, Yoav Goldberg |
| 2017 | CoNLL | Exploring the Syntactic Abilities of RNNs with Multi-task Learning. | mile Enguehard, Yoav Goldberg, Tal Linzen |
| 2017 | CoNLL | From Raw Text to Universal Dependencies - Look, No Tags! | Miryam de Lhoneux, Yan Shao, Ali Basirat, Eliyahu Kiperwasser, Sara Stymne, Yoav Goldberg, Joakim Nivre |
| 2017 | EACL | The Interplay of Semantics and Morphology in Word Embeddings. | Oded Avraham, Yoav Goldberg |
| 2017 | EACL | Improving a Strong Neural Parser with Conjunction-Specific Features. | Jessica Ficler, Yoav Goldberg |
| 2017 | EACL | A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments. | Omer Levy, Anders Sgaard, Yoav Goldberg |
| 2017 | ICLR | Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks. | Yossi Adi, Einat Kermany, Yonatan Belinkov, Ofer Lavi, Yoav Goldberg |
| 2016 | ACL | Coordination Annotation Extension in the Penn Tree Bank. | Jessica Ficler, Yoav Goldberg |
| 2016 | ACL | Improved Parsing for Argument-Clusters Coordination. | Jessica Ficler, Yoav Goldberg |
| 2016 | ACL | Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss. | Barbara Plank, Anders Sgaard, Yoav Goldberg |
| 2016 | ACL | Improving Hypernymy Detection with an Integrated Path-based and Distributional Method. | Vered Shwartz, Yoav Goldberg, Ido Dagan |
| 2016 | ACL | Deep multi-task learning with low level tasks supervised at lower layers. | Anders Sgaard, Yoav Goldberg |
| 2016 | COLING | Semi Supervised Preposition-Sense Disambiguation using Multilingual Data. | Hila Gonen, Yoav Goldberg |
| 2016 | EMNLP | Training with Exploration Improves a Greedy Stack LSTM Parser. | Miguel Ballesteros, Yoav Goldberg, Chris Dyer, Noah A. Smith |
| 2016 | EMNLP | A Neural Network for Coordination Boundary Prediction. | Jessica Ficler, Yoav Goldberg |
| 2016 | LREC | Universal Dependencies v1: A Multilingual Treebank Collection. | 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 |
| 2016 | NAACL | Improving sentence compression by learning to predict gaze. | Sigrid Klerke, Yoav Goldberg, Anders Sgaard |
| 2015 | EMNLP | Semi-supervised Dependency Parsing using Bilexical Contextual Features from Auto-Parsed Data. | Eliyahu Kiperwasser, Yoav Goldberg |
| 2015 | NAACL | Template Kernels for Dependency Parsing. | Hillel Taub-Tabib, Yoav Goldberg, Amir Globerson |
| 2014 | ACL | Automatic Detection of Machine Translated Text and Translation Quality Estimation. | Roee Aharoni, Moshe Koppel, Yoav Goldberg |
| 2014 | ACL | Dependency-Based Word Embeddings. | Omer Levy, Yoav Goldberg |
| 2014 | CoNLL | Linguistic Regularities in Sparse and Explicit Word Representations. | Omer Levy, Yoav Goldberg |
| 2013 | ACL | Efficient Implementation of Beam-Search Incremental Parsers. | Yoav Goldberg, Kai Zhao, Liang Huang |
| 2013 | ACL | Universal Dependency Annotation for Multilingual Parsing. | Ryan T. McDonald, Joakim Nivre, Yvonne Quirmbach-Brundage, Yoav Goldberg, Dipanjan Das, Kuzman Ganchev, Keith B. Hall, Slav Petrov, Hao Zhang, Oscar Tckstrm, Claudia Bedini, Nria Bertomeu Castell, Jungmee Lee |
| 2013 | CoNLL | A Non-Monotonic Arc-Eager Transition System for Dependency Parsing. | Matthew Honnibal, Yoav Goldberg, Mark Johnson |
| 2012 | COLING | A Dynamic Oracle for Arc-Eager Dependency Parsing. | Yoav Goldberg, Joakim Nivre |
| 2011 | ACL | Language-Independent Parsing with Empty Elements. | Shu Cai, David Chiang, Yoav Goldberg |
| 2011 | ACL | Joint Hebrew Segmentation and Parsing using a PCFGLA Lattice Parser. | Yoav Goldberg, Michael Elhadad |
| 2011 | RECOMB | Rich Parameterization Improves RNA Structure Prediction. | Shay Zakov, Yoav Goldberg, Michael Elhadad, Michal Ziv-Ukelson |
| 2010 | CoNLL | Inspecting the Structural Biases of Dependency Parsing Algorithms. | Yoav Goldberg, Michael Elhadad |
| 2010 | NAACL | An Efficient Algorithm for Easy-First Non-Directional Dependency Parsing. | Yoav Goldberg, Michael Elhadad |
| 2009 | APWEB | Ontology Evaluation through Text Classification. | Yael Dahan Netzer, David Gabay, Meni Adler, Yoav Goldberg, Michael Elhadad |
| 2009 | EACL | Enhancing Unlexicalized Parsing Performance Using a Wide Coverage Lexicon, Fuzzy Tag-Set Mapping, and EM-HMM-Based Lexical Probabilities. | Yoav Goldberg, Reut Tsarfaty, Meni Adler, Michael Elhadad |
| 2009 | EMNLP | On the Role of Lexical Features in Sequence Labeling. | Yoav Goldberg, Michael Elhadad |
| 2008 | ACL | Unsupervised Lexicon-Based Resolution of Unknown Words for Full Morphological Analysis. | Meni Adler, Yoav Goldberg, David Gabay, Michael Elhadad |
| 2008 | ACL | EM Can Find Pretty Good HMM POS-Taggers (When Given a Good Start). | Yoav Goldberg, Meni Adler, Michael Elhadad |
| 2008 | ACL | splitSVM: Fast, Space-Efficient, non-Heuristic, Polynomial Kernel Computation for NLP Applications. | Yoav Goldberg, Michael Elhadad |
| 2008 | ACL | A Single Generative Model for Joint Morphological Segmentation and Syntactic Parsing. | Yoav Goldberg, Reut Tsarfaty |
| 2008 | CICLING | Identification of Transliterated Foreign Words in Hebrew Script. | Yoav Goldberg, Michael Elhadad |
| 2008 | LREC | Tagging a Hebrew Corpus: the Case of Participles. | Meni Adler, Yael Dahan Netzer, Yoav Goldberg, David Gabay, Michael Elhadad |
| 2008 | LREC | Word-Based or Morpheme-Based? Annotation Strategies for Modern Hebrew Clitics. | Reut Tsarfaty, Yoav Goldberg |
| 2007 | ACL | SVM Model Tampering and Anchored Learning: A Case Study in Hebrew NP Chunking. | Yoav Goldberg, Michael Elhadad |
| 2006 | ACL | Noun Phrase Chunking in Hebrew: Influence of Lexical and Morphological Features. | Yoav Goldberg, Meni Adler, Michael Elhadad |
| 2006 | ISI | Strategic Intelligence Analysis: From Information Processing to Meaning-Making. | Yair Neuman, Liran Elihay, Meni Adler, Yoav Goldberg, Amir Winer |