Noun Phrase Chunking in Hebrew: Influence of Lexical and Morphological Features. - Yoav Goldberg; Meni Adler; Michael Elhadad (ACL, 2006)

Strategic Intelligence Analysis: From Information Processing to Meaning-Making. - Yair Neuman; Liran Elihay; Meni Adler; Yoav Goldberg; Amir Viner (ISI, 2006)

SVM Model Tampering and Anchored Learning: A Case Study in Hebrew NP Chunking. - Yoav Goldberg; Michael Elhadad (ACL, 2007)

Unsupervised Lexicon-Based Resolution of Unknown Words for Full Morphological Analysis. - Meni Adler; Yoav Goldberg; David Gabay; Michael Elhadad (ACL, 2008)

EM Can Find Pretty Good HMM POS-Taggers (When Given a Good Start). - Yoav Goldberg; Meni Adler; Michael Elhadad (ACL, 2008)

splitSVM: Fast, Space-Efficient, non-Heuristic, Polynomial Kernel Computation for NLP Applications. - Yoav Goldberg; Michael Elhadad (ACL (2), 2008)

A Single Generative Model for Joint Morphological Segmentation and Syntactic Parsing. - Yoav Goldberg; Reut Tsarfaty (ACL, 2008)

Identification of Transliterated Foreign Words in Hebrew Script. - Yoav Goldberg; Michael Elhadad (CICLing, 2008)

Tagging a Hebrew Corpus: the Case of Participles. - Meni Adler; Yael Dahan Netzer; Yoav Goldberg; David Gabay; Michael Elhadad (LREC, 2008)

Word-Based or Morpheme-Based? Annotation Strategies for Modern Hebrew Clitics. - Reut Tsarfaty; Yoav Goldberg (LREC, 2008)

Ontology Evaluation through Text Classification. - Yael Dahan Netzer; David Gabay; Meni Adler; Yoav Goldberg; Michael Elhadad (APWeb/WAIM Workshops, 2009)

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 (EACL, 2009)

On the Role of Lexical Features in Sequence Labeling. - Yoav Goldberg; Michael Elhadad (EMNLP, 2009)

Hebrew Dependency Parsing: Initial Results. - Yoav Goldberg; Michael Elhadad (IWPT, 2009)

Easy-First Dependency Parsing of Modern Hebrew. - Yoav Goldberg; Michael Elhadad (SPMRL@NAACL-HLT, 2010)

Statistical Parsing of Morphologically Rich Languages (SPMRL) What, How and Whither. - Reut Tsarfaty; Djamé Seddah; Yoav Goldberg; Sandra Kübler; Yannick Versley; Marie Candito; Jennifer Foster; Ines Rehbein; Lamia Tounsi (SPMRL@NAACL-HLT, 2010)

Inspecting the Structural Biases of Dependency Parsing Algorithms. - Yoav Goldberg; Michael Elhadad (CoNLL, 2010)

An Efficient Algorithm for Easy-First Non-Directional Dependency Parsing. - Yoav Goldberg; Michael Elhadad (HLT-NAACL, 2010)

Language-Independent Parsing with Empty Elements. - Shu Cai; David Chiang 001; Yoav Goldberg (ACL (2), 2011)

Joint Hebrew Segmentation and Parsing using a PCFGLA Lattice Parser. - Yoav Goldberg; Michael Elhadad (ACL (2), 2011)

Rich Parameterization Improves RNA Structure Prediction. - Shay Zakov; Yoav Goldberg; Michael Elhadad; Michal Ziv-Ukelson (J. Comput. Biol., 2011)

A Dynamic Oracle for Arc-Eager Dependency Parsing. - Yoav Goldberg; Joakim Nivre (COLING, 2012)

Task-specific Word-Clustering for Part-of-Speech Tagging - Yoav Goldberg (CoRR, 2012)

Precision-biased Parsing and High-Quality Parse Selection - Yoav Goldberg; Michael Elhadad (CoRR, 2012)

Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich Languages. - 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; et al. (SPMRL@EMNLP, 2013)

Efficient Implementation of Beam-Search Incremental Parsers. - Yoav Goldberg; Kai Zhao 003; Liang Huang 001 (ACL (2), 2013)

Universal Dependency Annotation for Multilingual Parsing. - Ryan T. McDonald; Joakim Nivre; Yvonne Quirmbach-Brundage; Yoav Goldberg; Dipanjan Das 001; Kuzman Ganchev; Keith B. Hall; Slav Petrov; Hao Zhang 010; Oscar Täckström; Claudia Bedini; Núria Bertomeu Castelló; et al. (ACL (2), 2013)

A Non-Monotonic Arc-Eager Transition System for Dependency Parsing. - Matthew Honnibal; Yoav Goldberg; Mark Johnson (CoNLL, 2013)

Dynamic-oracle Transition-based Parsing with Calibrated Probabilistic Output. - Yoav Goldberg (IWPT, 2013)

A Dataset of Syntactic-Ngrams over Time from a Very Large Corpus of English Books. - Yoav Goldberg; Jon Orwant (*SEM@NAACL-HLT, 2013)

Word Segmentation, Unknown-word Resolution, and Morphological Agreement in a Hebrew Parsing System. - Yoav Goldberg; Michael Elhadad (Comput. Linguistics, 2013)

Training Deterministic Parsers with Non-Deterministic Oracles. - Yoav Goldberg; Joakim Nivre (Trans. Assoc. Comput. Linguistics, 2013)

Automatic Detection of Machine Translated Text and Translation Quality Estimation. - Roee Aharoni; Moshe Koppel; Yoav Goldberg (ACL (2), 2014)

Dependency-Based Word Embeddings. - Omer Levy; Yoav Goldberg (ACL (2), 2014)

Linguistic Regularities in Sparse and Explicit Word Representations. - Omer Levy; Yoav Goldberg (CoNLL, 2014)

Neural Word Embedding as Implicit Matrix Factorization. - Omer Levy; Yoav Goldberg (NIPS, 2014)

Constrained Arc-Eager Dependency Parsing. - Joakim Nivre; Yoav Goldberg; Ryan T. McDonald (Comput. Linguistics, 2014)

word2vec Explained: deriving Mikolov et al.'s negative-sampling word-embedding method. - Yoav Goldberg; Omer Levy (CoRR, 2014)

A Tabular Method for Dynamic Oracles in Transition-Based Parsing. - Yoav Goldberg; Francesco Sartorio; Giorgio Satta (Trans. Assoc. Comput. Linguistics, 2014)

Semi-supervised Dependency Parsing using Bilexical Contextual Features from Auto-Parsed Data. - Eliyahu Kiperwasser; Yoav Goldberg (EMNLP, 2015)

Template Kernels for Dependency Parsing. - Hillel Taub-Tabib; Yoav Goldberg; Amir Globerson (HLT-NAACL, 2015)

Improving Distributional Similarity with Lessons Learned from Word Embeddings. - Omer Levy; Yoav Goldberg; Ido Dagan (Trans. Assoc. Comput. Linguistics, 2015)

Coordination Annotation Extension in the Penn Tree Bank. - Jessica Ficler; Yoav Goldberg (ACL (1), 2016)

Improved Parsing for Argument-Clusters Coordination. - Jessica Ficler; Yoav Goldberg (ACL (2), 2016)

Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss. - Barbara Plank; Anders Søgaard; Yoav Goldberg (ACL (2), 2016)

Improving Hypernymy Detection with an Integrated Path-based and Distributional Method. - Vered Shwartz; Yoav Goldberg; Ido Dagan (ACL (1), 2016)

Deep multi-task learning with low level tasks supervised at lower layers. - Anders Søgaard; Yoav Goldberg (ACL (2), 2016)

Semi Supervised Preposition-Sense Disambiguation using Multilingual Data. - Hila Gonen; Yoav Goldberg (COLING, 2016)

Training with Exploration Improves a Greedy Stack LSTM Parser. - Miguel Ballesteros; Yoav Goldberg; Chris Dyer; Noah A. Smith (EMNLP, 2016)

A Neural Network for Coordination Boundary Prediction. - Jessica Ficler; Yoav Goldberg (EMNLP, 2016)

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 (LREC, 2016)

Improving sentence compression by learning to predict gaze. - Sigrid Klerke; Yoav Goldberg; Anders Søgaard (HLT-NAACL, 2016)

Improving Reliability of Word Similarity Evaluation by Redesigning Annotation Task and Performance Measure. - Oded Avraham; Yoav Goldberg (RepEval@ACL, 2016)

Improving Sequence to Sequence Learning for Morphological Inflection Generation: The BIU-MIT Systems for the SIGMORPHON 2016 Shared Task for Morphological Reinflection. - Roee Aharoni; Yoav Goldberg; Yonatan Belinkov (SIGMORPHON, 2016)

Sequence to Sequence Transduction with Hard Monotonic Attention. - Roee Aharoni; Yoav Goldberg (CoRR, 2016)

Reconsidering Cross-lingual Word Embeddings. - Omer Levy; Anders Søgaard; Yoav Goldberg (CoRR, 2016)

Getting More Out Of Syntax with PropS. - Gabriel Stanovsky; Jessica Ficler; Ido Dagan; Yoav Goldberg (CoRR, 2016)

A Primer on Neural Network Models for Natural Language Processing. - Yoav Goldberg (J. Artif. Intell. Res., 2016)

Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations. - Eliyahu Kiperwasser; Yoav Goldberg (Trans. Assoc. Comput. Linguistics, 2016)

Easy-First Dependency Parsing with Hierarchical Tree LSTMs. - Eliyahu Kiperwasser; Yoav Goldberg (Trans. Assoc. Comput. Linguistics, 2016)

Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies. - Tal Linzen; Emmanuel Dupoux; Yoav Goldberg (Trans. Assoc. Comput. Linguistics, 2016)

Morphological Inflection Generation with Hard Monotonic Attention. - Roee Aharoni; Yoav Goldberg (ACL (1), 2017)

Towards String-To-Tree Neural Machine Translation. - Roee Aharoni; Yoav Goldberg (ACL (2), 2017)

Exploring the Syntactic Abilities of RNNs with Multi-task Learning. - Émile Enguehard; Yoav Goldberg; Tal Linzen (CoNLL, 2017)

From Raw Text to Universal Dependencies - Look, No Tags! - Miryam de Lhoneux; Yan Shao; Ali Basirat; Eliyahu Kiperwasser; Sara Stymne; Yoav Goldberg; Joakim Nivre (CoNLL Shared Task (2), 2017)

Capturing Dependency Syntax with "Deep" Sequential Models. - Yoav Goldberg (DepLing, 2017)

The Interplay of Semantics and Morphology in Word Embeddings. - Oded Avraham; Yoav Goldberg (EACL (2), 2017)

Improving a Strong Neural Parser with Conjunction-Specific Features. - Jessica Ficler; Yoav Goldberg (EACL (2), 2017)

A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments. - Omer Levy; Anders Søgaard; Yoav Goldberg (EACL (1), 2017)

Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks. - Yossi Adi; Einat Kermany; Yonatan Belinkov; Ofer Lavi; Yoav Goldberg (ICLR (Poster), 2017)

On-the-fly Operation Batching in Dynamic Computation Graphs. - Graham Neubig; Yoav Goldberg; Chris Dyer (NIPS, 2017)

Greedy Transition-Based Dependency Parsing with Stack LSTMs. - Miguel Ballesteros; Chris Dyer; Yoav Goldberg; Noah A. Smith (Comput. Linguistics, 2017)

Controlling Linguistic Style Aspects in Neural Language Generation. - Jessica Ficler; Yoav Goldberg (CoRR, 2017)

DyNet: The Dynamic Neural Network Toolkit. - Graham Neubig; Chris Dyer; Yoav Goldberg; Austin Matthews; Waleed Ammar; Antonios Anastasopoulos; Miguel Ballesteros; David Chiang 001; Daniel Clothiaux; Trevor Cohn; Kevin Duh; Manaal Faruqui; et al. (CoRR, 2017)

Analysis of sentence embedding models using prediction tasks in natural language processing. - Yossi Adi; Einat Kermany; Yonatan Belinkov; Ofer Lavi; Yoav Goldberg (IBM J. Res. Dev., 2017)

Neural Network Methods for Natural Language Processing - Yoav Goldberg (Morgan & Claypool Publishers, 2017)

Split and Rephrase: Better Evaluation and Stronger Baselines. - Roee Aharoni; Yoav Goldberg (ACL (2), 2018)

Breaking NLI Systems with Sentences that Require Simple Lexical Inferences. - Max Glockner; Vered Shwartz; Yoav Goldberg (ACL (2), 2018)

On the Practical Computational Power of Finite Precision RNNs for Language Recognition. - Gail Weiss; Yoav Goldberg; Eran Yahav (ACL (2), 2018)

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 (COLING (Demos), 2018)

Word Sense Induction with Neural biLM and Symmetric Patterns. - Asaf Amrami; Yoav Goldberg (EMNLP, 2018)

Adversarial Removal of Demographic Attributes from Text Data. - Yanai Elazar; Yoav Goldberg (EMNLP, 2018)

Understanding Convolutional Neural Networks for Text Classification. - Alon Jacovi; Oren Sar Shalom; Yoav Goldberg (BlackboxNLP@EMNLP, 2018)

Can LSTM Learn to Capture Agreement? The Case of Basque. - Shauli Ravfogel; Yoav Goldberg; Francis M. Tyers (BlackboxNLP@EMNLP, 2018)

LaVAN: Localized and Visible Adversarial Noise. - Danny Karmon; Daniel Zoran; Yoav Goldberg (ICML, 2018)

Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples. - Gail Weiss; Yoav Goldberg; Eran Yahav (ICML, 2018)

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. - Yoav Goldberg; Graeme Hirst; Yang Liu 005; Meng Zhang 019 (Comput. Linguistics, 2018)

Split and Rephrase: Better Evaluation and a Stronger Baseline. - Roee Aharoni; Yoav Goldberg (CoRR, 2018)

Term Set Expansion based on Multi-Context Term Embeddings: an End-to-end Workflow. - Jonathan Mamou; Oren Pereg; Moshe Wasserblat; Ido Dagan; Yoav Goldberg; Alon Eirew; Yael Green; Shira Guskin; Peter Izsak; Daniel Korat (CoRR, 2018)

Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them. - Hila Gonen; Yoav Goldberg (WNLP@ACL, 2019)

How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages? - Hila Gonen; Yova Kementchedjhieva; Yoav Goldberg (WNLP@ACL, 2019)

Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets. - Mor Geva; Yoav Goldberg; Jonathan Berant (EMNLP/IJCNLP (1), 2019)

Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training. - Hila Gonen; Yoav Goldberg (EMNLP/IJCNLP (1), 2019)

Transfer Learning Between Related Tasks Using Expected Label Proportions. - Matan Ben Noach; Yoav Goldberg (EMNLP/IJCNLP (1), 2019)

Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation. - Shani Gamrian; Yoav Goldberg (ICML, 2019)

Improving Quality and Efficiency in Plan-based Neural Data-to-text Generation. - Amit Moryossef; Yoav Goldberg; Ido Dagan (INLG, 2019)

Aligning Vector-spaces with Noisy Supervised Lexicon. - Noa Yehezkel Lubin; Jacob Goldberger; Yoav Goldberg (NAACL-HLT (1), 2019)

Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation. - Amit Moryossef; Yoav Goldberg; Ido Dagan (NAACL-HLT (1), 2019)

Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages. - Shauli Ravfogel; Yoav Goldberg; Tal Linzen (NAACL-HLT (1), 2019)

A Little Is Enough: Circumventing Defenses For Distributed Learning. - Gilad Baruch; Moran Baruch; Yoav Goldberg (NeurIPS, 2019)

Learning Deterministic Weighted Automata with Queries and Counterexamples. - Gail Weiss; Yoav Goldberg; Eran Yahav (NeurIPS, 2019)

Assessing BERT's Syntactic Abilities. - Yoav Goldberg (CoRR, 2019)

Filling Gender & Number Gaps in Neural Machine Translation with Black-box Context Injection. - Amit Moryossef; Roee Aharoni; Yoav Goldberg (CoRR, 2019)

Aligning Vector-spaces with Noisy Supervised Lexicons. - Noa Yehezkel Lubin; Jacob Goldberger; Yoav Goldberg (CoRR, 2019)

Towards Neural Decompilation. - Omer Katz; Yuval Olshaker; Yoav Goldberg; Eran Yahav (CoRR, 2019)

Towards better substitution-based word sense induction. - Asaf Amrami; Yoav Goldberg (CoRR, 2019)

Ab Antiquo: Proto-language Reconstruction with RNNs. - Carlo Meloni; Shauli Ravfogel; Yoav Goldberg (CoRR, 2019)

Mining fall-related information in clinical notes: Comparison of rule-based and novel word embedding-based machine learning approaches. - Maxim Topaz; Ludmila Murga; Katherine M. Gaddis; Margaret V. McDonald; Ofrit Bar-Bachar; Yoav Goldberg; Kathryn H. Bowles (J. Biomed. Informatics, 2019)

Where's My Head? Definition, Dataset and Models for Numeric Fused-Heads Identification and Resolution. - Yanai Elazar; Yoav Goldberg (Trans. Assoc. Comput. Linguistics, 2019)

The Extraordinary Failure of Complement Coercion Crowdsourcing. - Yanai Elazar; Victoria Basmova; Shauli Ravfogel; Yoav Goldberg; Reut Tsarfaty (Insights, 2020)

Unsupervised Domain Clusters in Pretrained Language Models. - Roee Aharoni; Yoav Goldberg (ACL, 2020)

Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora. - Hila Gonen; Ganesh Jawahar; Djamé Seddah; Yoav Goldberg (ACL, 2020)

Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness? - Alon Jacovi; Yoav Goldberg (ACL, 2020)

A Two-Stage Masked LM Method for Term Set Expansion. - Guy Kushilevitz; Shaul Markovitch; Yoav Goldberg (ACL, 2020)

A Formal Hierarchy of RNN Architectures. - William Merrill; Gail Weiss; Yoav Goldberg; Roy Schwartz 001; Noah A. Smith; Eran Yahav (ACL, 2020)

Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection. - Shauli Ravfogel; Yanai Elazar; Hila Gonen; Michael Twiton; Yoav Goldberg (ACL, 2020)

Syntactic Search by Example. - Micah Shlain; Hillel Taub-Tabib; Shoval Sadde; Yoav Goldberg (ACL (demo), 2020)

Nakdan: Professional Hebrew Diacritizer. - Avi Shmidman; Shaltiel Shmidman; Moshe Koppel; Yoav Goldberg (ACL (demo), 2020)

pyBART: Evidence-based Syntactic Transformations for IE. - Aryeh Tiktinsky; Yoav Goldberg; Reut Tsarfaty (ACL (demo), 2020)

Interactive Extractive Search over Biomedical Corpora. - Hillel Taub-Tabib; Micah Shlain; Shoval Sadde; Dan Lahav; Matan Eyal; Yaara Cohen; Yoav Goldberg (BioNLP, 2020)

It's not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT. - Hila Gonen; Shauli Ravfogel; Yanai Elazar; Yoav Goldberg (BlackboxNLP@EMNLP, 2020)

Unsupervised Distillation of Syntactic Information from Contextualized Word Representations. - Shauli Ravfogel; Yanai Elazar; Jacob Goldberger; Yoav Goldberg (BlackboxNLP@EMNLP, 2020)

Facts2Story: Controlling Text Generation by Key Facts. - Eyal Orbach; Yoav Goldberg (COLING, 2020)

Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data. - Shachar Rosenman; Alon Jacovi; Yoav Goldberg (EMNLP (1), 2020)

Compressing Pre-trained Language Models by Matrix Decomposition. - Matan Ben Noach; Yoav Goldberg (AACL/IJCNLP, 2020)

Synthesizing Control for a System with Black Box Environment, Based on Deep Learning. - Simon Iosti; Doron Peled; Khen Aharon; Saddek Bensalem; Yoav Goldberg (ISoLA (2), 2020)

Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge. - Alon Talmor; Oyvind Tafjord; Peter Clark; Yoav Goldberg; Jonathan Berant (NeurIPS, 2020)

When Bert Forgets How To POS: Amnesic Probing of Linguistic Properties and MLM Predictions. - Yanai Elazar; Shauli Ravfogel; Alon Jacovi; Yoav Goldberg (CoRR, 2020)

Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge. - Alon Talmor; Oyvind Tafjord; Peter Clark; Yoav Goldberg; Jonathan Berant (CoRR, 2020)

Relation Extraction as Two-way Span-Prediction. - Amir David Nissan Cohen; Shachar Rosenman; Yoav Goldberg (CoRR, 2020)

Parameter Norm Growth During Training of Transformers. - William Merrill; Vivek Ramanujan; Yoav Goldberg; Roy Schwartz 001; Noah A. Smith (CoRR, 2020)

oLMpics - On what Language Model Pre-training Captures. - Alon Talmor; Yanai Elazar; Yoav Goldberg; Jonathan Berant (Trans. Assoc. Comput. Linguistics, 2020)

Break It Down: A Question Understanding Benchmark. - Tomer Wolfson; Mor Geva; Ankit Gupta 001; Yoav Goldberg; Matt Gardner 001; Daniel Deutch; Jonathan Berant (Trans. Assoc. Comput. Linguistics, 2020)

Neural Extractive Search. - Shauli Ravfogel; Hillel Taub-Tabib; Yoav Goldberg (ACL (demo), 2021)

Including Signed Languages in Natural Language Processing. - Kayo Yin; Amit Moryossef; Julie Hochgesang; Yoav Goldberg; Malihe Alikhani (ACL/IJCNLP (1), 2021)

Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction. - Shauli Ravfogel; Grusha Prasad; Tal Linzen; Yoav Goldberg (CoNLL, 2021)

Bootstrapping Relation Extractors using Syntactic Search by Examples. - Matan Eyal; Asaf Amrami; Hillel Taub-Tabib; Yoav Goldberg (EACL, 2021)

Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning. - Alon Jacovi; Gang Niu 001; Yoav Goldberg; Masashi Sugiyama (EACL, 2021)

Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema. - Yanai Elazar; Hongming Zhang 009; Yoav Goldberg; Dan Roth 001 (EMNLP (1), 2021)

Contrastive Explanations for Model Interpretability. - Alon Jacovi; Swabha Swayamdipta; Shauli Ravfogel; Yanai Elazar; Yejin Choi 001; Yoav Goldberg (EMNLP (1), 2021)

Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent. - William Merrill; Vivek Ramanujan; Yoav Goldberg; Roy Schwartz 001; Noah A. Smith (EMNLP (1), 2021)

Asking It All: Generating Contextualized Questions for any Semantic Role. - Valentina Pyatkin; Paul Roit; Julian Michael; Yoav Goldberg; Reut Tsarfaty; Ido Dagan (EMNLP (1), 2021)

Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI. - Alon Jacovi; Ana Marasovic; Tim Miller 001; Yoav Goldberg (FAccT, 2021)

Thinking Like Transformers. - Gail Weiss; Yoav Goldberg; Eran Yahav (ICML, 2021)

Data Augmentation for Sign Language Gloss Translation. - Amit Moryossef; Kayo Yin; Graham Neubig; Yoav Goldberg (AT4SSL@MTSummit, 2021)

Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? - Eric Lehman; Sarthak Jain; Karl Pichotta; Yoav Goldberg; Byron C. Wallace (NAACL-HLT, 2021)

Ab Antiquo: Neural Proto-language Reconstruction. - Carlo Meloni; Shauli Ravfogel; Yoav Goldberg (NAACL-HLT, 2021)

CommonsenseQA 2.0: Exposing the Limits of AI through Gamification. - Alon Talmor; Ori Yoran; Ronan Le Bras 001; Chandra Bhagavatula; Yoav Goldberg; Yejin Choi 001; Jonathan Berant (NeurIPS Datasets and Benchmarks, 2021)

A simple geometric proof for the benefit of depth in ReLU networks. - Asaf Amrami; Yoav Goldberg (CoRR, 2021)

Back to Square One: Bias Detection, Training and Commonsense Disentanglement in the Winograd Schema. - Yanai Elazar; Hongming Zhang 009; Yoav Goldberg; Dan Roth 001 (CoRR, 2021)

On the Power of Saturated Transformers: A View from Circuit Complexity. - William Merrill; Yoav Goldberg; Roy Schwartz 001; Noah A. Smith (CoRR, 2021)

Measuring and Improving Consistency in Pretrained Language Models. - Yanai Elazar; Nora Kassner; Shauli Ravfogel; Abhilasha Ravichander; Eduard H. Hovy; Hinrich Schütze; Yoav Goldberg (Trans. Assoc. Comput. Linguistics, 2021)

Erratum: Measuring and Improving Consistency in Pretrained Language Models. - Yanai Elazar; Nora Kassner; Shauli Ravfogel; Abhilasha Ravichander; Eduard H. Hovy; Hinrich Schütze; Yoav Goldberg (Trans. Assoc. Comput. Linguistics, 2021)

Amnesic Probing: Behavioral Explanation With Amnesic Counterfactuals. - Yanai Elazar; Shauli Ravfogel; Alon Jacovi; Yoav Goldberg (Trans. Assoc. Comput. Linguistics, 2021)

Aligning Faithful Interpretations with their Social Attribution. - Alon Jacovi; Yoav Goldberg (Trans. Assoc. Comput. Linguistics, 2021)

Provable Limitations of Acquiring Meaning from Ungrounded Form: What Will Future Language Models Understand? - William Merrill; Yoav Goldberg; Roy Schwartz 001; Noah A. Smith (Trans. Assoc. Comput. Linguistics, 2021)

Revisiting Few-shot Relation Classification: Evaluation Data and Classification Schemes. - Ofer Sabo; Yanai Elazar; Yoav Goldberg; Ido Dagan (Trans. Assoc. Comput. Linguistics, 2021)

Large Scale Substitution-based Word Sense Induction. - Matan Eyal; Shoval Sadde; Hillel Taub-Tabib; Yoav Goldberg (ACL (1), 2022)

BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models. - Elad Ben Zaken; Yoav Goldberg; Shauli Ravfogel (ACL (2), 2022)

Supervised Relation Classification as Two-way Span-Prediction. - Amir David Nissan Cohen; Shachar Rosenman; Yoav Goldberg (AKBC, 2022)

DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models. - Royi Rassin; Shauli Ravfogel; Yoav Goldberg (BlackboxNLP@EMNLP, 2022)

Lexical Generalization Improves with Larger Models and Longer Training. - Elron Bandel; Yoav Goldberg; Yanai Elazar (EMNLP (Findings), 2022)

McPhraSy: Multi-Context Phrase Similarity and Clustering. - Amir David Nissan Cohen; Hila Gonen; Ori Shapira; Ran Levy 001; Yoav Goldberg (EMNLP (Findings), 2022)

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 (EMNLP (Demos), 2022)

Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space. - Mor Geva; Avi Caciularu; Kevin Ro Wang; Yoav Goldberg (EMNLP, 2022)

Adversarial Concept Erasure in Kernel Space. - Shauli Ravfogel; Francisco Vargas 001; Yoav Goldberg; Ryan Cotterell (EMNLP, 2022)

Human Interpretation of Saliency-based Explanation Over Text. - Hendrik Schuff; Alon Jacovi; Heike Adel; Yoav Goldberg; Ngoc Thang Vu (FAccT, 2022)

Linear Adversarial Concept Erasure. - Shauli Ravfogel; Michael Twiton; Yoav Goldberg; Ryan Cotterell (ICML, 2022)

F-coref: Fast, Accurate and Easy to Use Coreference Resolution. - Shon Otmazgin; Arie Cattan; Yoav Goldberg (AACL/IJCNLP (System Demonstrations), 2022)

A Dataset for N-ary Relation Extraction of Drug Combinations. - Aryeh Tiktinsky; Vijay Viswanathan 002; Danna Niezni; Dana Meron Azagury; Yosi Shamay; Hillel Taub-Tabib; Tom Hope; Yoav Goldberg (NAACL-HLT, 2022)

Analyzing Gender Representation in Multilingual Models. - Hila Gonen; Shauli Ravfogel; Yoav Goldberg (RepL4NLP@ACL, 2022)

Rivendell: Project-Based Academic Search Engine. - Teddy Lazebnik; Hanna Weitman; Yoav Goldberg; Gal A. Kaminka (CoRR, 2022)

Measuring Causal Effects of Data Statistics on Language Model's 'Factual' Predictions. - Yanai Elazar; Nora Kassner; Shauli Ravfogel; Amir Feder; Abhilasha Ravichander; Marius Mosbach; Yonatan Belinkov; Hinrich Schütze; Yoav Goldberg (CoRR, 2022)

Text-based NP Enrichment. - Yanai Elazar; Victoria Basmova; Yoav Goldberg; Reut Tsarfaty (Trans. Assoc. Comput. Linguistics, 2022)

Neighboring Words Affect Human Interpretation of Saliency Explanations. - Alon Jacovi; Hendrik Schuff; Heike Adel; Ngoc Thang Vu; Yoav Goldberg (ACL (Findings), 2023)

Conjunct Resolution in the Face of Verbal Omissions. - Royi Rassin; Yoav Goldberg; Reut Tsarfaty (ACL (1), 2023)

Linear Guardedness and its Implications. - Shauli Ravfogel; Yoav Goldberg; Ryan Cotterell (ACL (1), 2023)

Conformal Nucleus Sampling. - Shauli Ravfogel; Yoav Goldberg; Jacob Goldberger (ACL (Findings), 2023)

How Well Do Large Language Models Perform on Faux Pas Tests? - Natalie Shapira; Guy Zwirn; Yoav Goldberg (ACL (Findings), 2023)

Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels. - Aviv Weinstein; Yoav Goldberg (ACL (Findings), 2023)

Hierarchy Builder: Organizing Textual Spans into a Hierarchy to Facilitate Navigation. - Itay Yair; Hillel Taub-Tabib; Yoav Goldberg (ACL (demo), 2023)

Understanding Transformer Memorization Recall Through Idioms. - Adi Haviv; Ido Cohen 002; Jacob Gidron; Roei Schuster; Yoav Goldberg; Mor Geva (EACL, 2023)

Simple and Effective Multi-Token Completion from Masked Language Models. - Oren Kalinsky; Guy Kushilevitz; Alexander Libov; Yoav Goldberg (EACL (Findings), 2023)

LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution. - Shon Otmazgin; Arie Cattan; Yoav Goldberg (EACL, 2023)

CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm. - Hongming Zhang 009; Yintong Huo; Yanai Elazar; Yangqiu Song; Yoav Goldberg; Dan Roth 001 (EACL (Findings), 2023)

HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark. - Amir David Nissan Cohen; Hilla Merhav; Yoav Goldberg; Reut Tsarfaty (EMNLP (Findings), 2023)

Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks. - Alon Jacovi; Avi Caciularu; Omer Goldman; Yoav Goldberg (EMNLP, 2023)

NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval. - Uri Katz; Matan Vetzler; Amir David Nissan Cohen; Yoav Goldberg (EMNLP (Findings), 2023)

Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers. - Mosh Levy; Shauli Ravfogel; Yoav Goldberg (EMNLP (Findings), 2023)

Linguistically Motivated Sign Language Segmentation. - Amit Moryossef; Zifan Jiang; Mathias Müller 002; Sarah Ebling; Yoav Goldberg (EMNLP (Findings), 2023)

Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment. - Royi Rassin; Eran Hirsch; Daniel Glickman; Shauli Ravfogel; Yoav Goldberg; Gal Chechik (NeurIPS, 2023)

At Your Fingertips: Extracting Piano Fingering Instructions from Videos. - Amit Moryossef; Yanai Elazar; Yoav Goldberg (CoRR, 2023)

Two Kinds of Recall. - Yoav Goldberg (CoRR, 2023)

Retrieving Texts based on Abstract Descriptions. - Shauli Ravfogel; Valentina Pyatkin; Amir David Nissan Cohen; Avshalom Manevich; Yoav Goldberg (CoRR, 2023)

ChatGPT and Simple Linguistic Inferences: Blind Spots and Blinds. - Victoria Basmova; Yoav Goldberg; Reut Tsarfaty (CoRR, 2023)

An Open-Source Gloss-Based Baseline for Spoken to Signed Language Translation. - Amit Moryossef; Mathias Müller 002; Anne Göhring; Zifan Jiang; Yoav Goldberg; Sarah Ebling (CoRR, 2023)

Diagnosing AI Explanation Methods with Folk Concepts of Behavior. - Alon Jacovi; Jasmijn Bastings; Sebastian Gehrmann; Yoav Goldberg; Katja Filippova (J. Artif. Intell. Res., 2023)

From centralized to ad-hoc knowledge base construction for hypotheses generation. - Shaked Launer-Wachs; Hillel Taub-Tabib; Jennie Tokarev Madem; Orr Bar-Natan; Yoav Goldberg; Yosi Shamay (J. Biomed. Informatics, 2023)

Extending the boundaries of cancer therapeutic complexity with literature text mining. - 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; et al. (Artif. Intell. Medicine, 2023)

Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models. - Mosh Levy; Alon Jacoby; Yoav Goldberg (ACL (1), 2024)

Leveraging Collection-Wide Similarities for Unsupervised Document Structure Extraction. - Gili Lior; Yoav Goldberg; Gabriel Stanovsky (ACL (Findings), 2024)

Data Contamination Report from the 2024 CONDA Shared Task. - 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; et al. (CONDA, 2024)

Polynomial Adaptation of Large-Scale CNNs for Homomorphic Encryption-Based Secure Inference. - Moran Baruch; Nir Drucker; Gilad Ezov; Yoav Goldberg; Eyal Kushnir; Jenny Lerner; Omri Soceanu; Itamar Zimerman (CSCML, 2024)

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 001; Yoav Goldberg; Maarten Sap; Vered Shwartz (EACL (1), 2024)

Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature. - Uri Katz; Mosh Levy; Yoav Goldberg (EMNLP (Findings), 2024)

Evaluating D-MERIT of Partial-annotation on Information Retrieval. - Royi Rassin; Yaron Fairstein; Oren Kalinsky; Guy Kushilevitz; Nachshon Cohen; Alexander Libov; Yoav Goldberg (EMNLP, 2024)

Data-driven Coreference-based Ontology Building. - Shir Ashury-Tahan; Amir David Nissan Cohen; Nadav Cohen; Yoram Louzoun; Yoav Goldberg (EMNLP (Findings), 2024)

What Changed? Converting Representational Interventions to Natural Language. - Matan Avitan; Ryan Cotterell; Yoav Goldberg; Shauli Ravfogel (CoRR, 2024)

LLMs' Reading Comprehension Is Affected by Parametric Knowledge and Struggles with Hypothetical Statements. - Victoria Basmova; Yoav Goldberg; Reut Tsarfaty (CoRR, 2024)

GRADE: Quantifying Sample Diversity in Text-to-Image Models. - Royi Rassin; Aviv Slobodkin; Shauli Ravfogel; Yanai Elazar; Yoav Goldberg (CoRR, 2024)

Diversity Over Quantity: A Lesson From Few Shot Relation Classification. - Amir David Nissan Cohen; Shauli Ravfogel; Shaltiel Shmidman; Yoav Goldberg (CoRR, 2024)

NoviCode: Generating Programs from Natural Language Utterances by Novices. - Asaf Achi Mordechai; Yoav Goldberg; Reut Tsarfaty (Trans. Assoc. Comput. Linguistics, 2024)

Extracting automata from recurrent neural networks using queries and counterexamples (extended version). - Gail Weiss; Yoav Goldberg; Eran Yahav (Mach. Learn., 2024)

Correction to: Extracting automata from recurrent neural networks using queries and counterexamples (extended version). - Gail Weiss; Yoav Goldberg; Eran Yahav (Mach. Learn., 2024)

A Practical Method for Generating String Counterfactuals. - Matan Avitan; Ryan Cotterell; Yoav Goldberg; Shauli Ravfogel (NAACL (Findings), 2025)

MoNaCo: More Natural and Complex Questions for Reasoning Across Dozens of Documents. - Tomer Wolfson; Harsh Trivedi; Mor Geva; Yoav Goldberg; Dan Roth 001; Tushar Khot; Ashish Sabharwal; Reut Tsarfaty (CoRR, 2025)