Yoav Goldberg

Factual Retrieval in LLMs Is a Redundant, Distributed and Non-Contiguous Process ACL 2026 Efficient Decoding Methods for Language Models on Encrypted Data IJCNLP 2025 Efficient Decoding Methods for Language Models on Encrypted Data AACL 2025 NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings EMNLP 2025 A Practical Method for Generating String Counterfactuals NAACL 2025 Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models EACL 2024 Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature EMNLP 2024 Data Contamination Report from the 2024 CONDA Shared Task ACL 2024 Leveraging Collection-Wide Similarities for Unsupervised Document Structure Extraction ACL 2024 Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models ACL 2024 Evaluating D-MERIT of Partial-annotation on Information Retrieval EMNLP 2024 Data-driven Coreference-based Ontology Building EMNLP 2024 NERetrieve: Dataset for Next Generation Named Entity Recognition and Retrieval EMNLP 2023 Guiding LLM to Fool Itself: Automatically Manipulating Machine Reading Comprehension Shortcut Triggers EMNLP 2023 Linguistically Motivated Sign Language Segmentation EMNLP 2023 Hierarchy Builder: Organizing Textual Spans into a Hierarchy to Facilitate Navigation ACL 2023 Simple and Effective Multi-Token Completion from Masked Language Models EACL 2023 Understanding Transformer Memorization Recall Through Idioms EACL 2023 Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment NIPS 2023 Neighboring Words Affect Human Interpretation of Saliency Explanations ACL 2023 How Well Do Large Language Models Perform on Faux Pas Tests? ACL 2023 Unsupervised Mapping of Arguments of Deverbal Nouns to Their Corresponding Verbal Labels ACL 2023 Conformal Nucleus Sampling ACL 2023 Conjunct Resolution in the Face of Verbal Omissions ACL 2023 HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark EMNLP 2023 LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution EACL 2023 Log-linear Guardedness and its Implications ACL 2023 Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks EMNLP 2023 CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm EACL 2023 Linear Adversarial Concept Erasure ICML 2022 F-coref: Fast, Accurate and Easy to Use Coreference Resolution AACL 2022 Large Scale Substitution-based Word Sense Induction ACL 2022 BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models ACL 2022 Analyzing Gender Representation in Multilingual Models ACL 2022 A Dataset for N-ary Relation Extraction of Drug Combinations NAACL 2022 Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space EMNLP 2022 Adversarial Concept Erasure in Kernel Space EMNLP 2022 McPhraSy: Multi-Context Phrase Similarity and Clustering EMNLP 2022 Lexical Generalization Improves with Larger Models and Longer Training EMNLP 2022 DALLE-2 is Seeing Double: Flaws in Word-to-Concept Mapping in Text2Image Models EMNLP 2022 F-coref: Fast, Accurate and Easy to Use Coreference Resolution IJCNLP 2022 LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models EMNLP 2022 Neural Extractive Search ACL 2021 Hebrew Psychological Lexicons NAACL 2021 Ab Antiquo: Neural Proto-language Reconstruction NAACL 2021 Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? NAACL 2021 Neural Extractive Search IJCNLP 2021 Including Signed Languages in Natural Language Processing IJCNLP 2021 Thinking Like Transformers ICML 2021 Including Signed Languages in Natural Language Processing ACL 2021 Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction CONLL 2021 Scalable Evaluation and Improvement of Document Set Expansion via Neural Positive-Unlabeled Learning EACL 2021 Bootstrapping Relation Extractors using Syntactic Search by Examples EACL 2021 Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction EMNLP 2021 Back to Square One: Artifact Detection, Training and Commonsense Disentanglement in the Winograd Schema EMNLP 2021 Effects of Parameter Norm Growth During Transformer Training: Inductive Bias from Gradient Descent EMNLP 2021 Contrastive Explanations for Model Interpretability EMNLP 2021 Asking It All: Generating Contextualized Questions for any Semantic Role EMNLP 2021 Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora ACL 2020 A Formal Hierarchy of RNN Architectures ACL 2020 Facts2Story: Controlling Text Generation by Key Facts COLING 2020 Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge NIPS 2020 Compressing Pre-trained Language Models by Matrix Decomposition AACL 2020 The Extraordinary Failure of Complement Coercion Crowdsourcing EMNLP 2020 Unsupervised Distillation of Syntactic Information from Contextualized Word Representations EMNLP 2020 It’s not Greek to mBERT: Inducing Word-Level Translations from Multilingual BERT EMNLP 2020 Exposing Shallow Heuristics of Relation Extraction Models with Challenge Data EMNLP 2020 Interactive Extractive Search over Biomedical Corpora ACL 2020 Nakdan: Professional Hebrew Diacritizer ACL 2020 pyBART: Evidence-based Syntactic Transformations for IE ACL 2020 Syntactic Search by Example ACL 2020 Unsupervised Domain Clusters in Pretrained Language Models ACL 2020 Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection ACL 2020 A Two-Stage Masked LM Method for Term Set Expansion ACL 2020 Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness? ACL 2020 Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation NAACL 2019 Studying the Inductive Biases of RNNs with Synthetic Variations of Natural Languages NAACL 2019 Transfer Learning Between Related Tasks Using Expected Label Proportions EMNLP 2019 Transfer Learning for Related Reinforcement Learning Tasks via Image-to-Image Translation ICML 2019 How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages? ACL 2019 Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them ACL 2019 Filling Gender & Number Gaps in Neural Machine Translation with Black-box Context Injection ACL 2019 Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training EMNLP 2019 Proceedings of the 3rd Workshop on Evaluating Vector Space Representations for NLP NAACL 2019 A Little Is Enough: Circumventing Defenses For Distributed Learning NIPS 2019 Learning Deterministic Weighted Automata with Queries and Counterexamples NIPS 2019 Transfer Learning Between Related Tasks Using Expected Label Proportions IJCNLP 2019 Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets IJCNLP 2019 Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training IJCNLP 2019 How Does Grammatical Gender Affect Noun Representations in Gender-Marking Languages? CONLL 2019 Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets EMNLP 2019 Aligning Vector-spaces with Noisy Supervised Lexicon NAACL 2019 Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them NAACL 2019 Word Sense Induction with Neural biLM and Symmetric Patterns EMNLP 2018 Proceedings of the Workshop on the Relevance of Linguistic Structure in Neural Architectures for NLP ACL 2018 Breaking NLI Systems with Sentences that Require Simple Lexical Inferences ACL 2018 Split and Rephrase: Better Evaluation and Stronger Baselines ACL 2018 On the Practical Computational Power of Finite Precision RNNs for Language Recognition ACL 2018 SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term Embeddings COLING 2018 Adversarial Removal of Demographic Attributes from Text Data EMNLP 2018 Understanding Convolutional Neural Networks for Text Classification EMNLP 2018 Can LSTM Learn to Capture Agreement? The Case of Basque EMNLP 2018 LaVAN: Localized and Visible Adversarial Noise ICML 2018 Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples ICML 2018 A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments EACL 2017 From Raw Text to Universal Dependencies - Look, No Tags! CONLL 2017 Morphological Inflection Generation with Hard Monotonic Attention ACL 2017 Towards String-To-Tree Neural Machine Translation ACL 2017 On-the-fly Operation Batching in Dynamic Computation Graphs NIPS 2017 Exploring the Syntactic Abilities of RNNs with Multi-task Learning CONLL 2017 The Interplay of Semantics and Morphology in Word Embeddings EACL 2017 Improving a Strong Neural Parser with Conjunction-Specific Features EACL 2017 Training with Exploration Improves a Greedy Stack LSTM Parser EMNLP 2016 A Neural Network for Coordination Boundary Prediction EMNLP 2016 Proceedings of the 20th SIGNLL Conference on Computational Natural Language Learning CONLL 2016 Semi Supervised Preposition-Sense Disambiguation using Multilingual Data COLING 2016 Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss ACL 2016 Deep multi-task learning with low level tasks supervised at lower layers ACL 2016 Improved Parsing for Argument-Clusters Coordination ACL 2016 Improving Hypernymy Detection with an Integrated Path-based and Distributional Method ACL 2016 Coordination Annotation Extension in the Penn Tree Bank ACL 2016 Improving sentence compression by learning to predict gaze NAACL 2016 Practical Neural Networks for NLP: From Theory to Code EMNLP 2016 Semi-supervised Dependency Parsing using Bilexical Contextual Features from Auto-Parsed Data EMNLP 2015 Template Kernels for Dependency Parsing NAACL 2015 Automatic Detection of Machine Translated Text and Translation Quality Estimation ACL 2014 Dependency-Based Word Embeddings ACL 2014 Linguistic Regularities in Sparse and Explicit Word Representations CONLL 2014 Neural Word Embedding as Implicit Matrix Factorization NIPS 2014 Proceedings of the Fourth Workshop on Statistical Parsing of Morphologically-Rich Languages EMNLP 2013 Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich Languages EMNLP 2013 Efficient Implementation of Beam-Search Incremental Parsers ACL 2013 Universal Dependency Annotation for Multilingual Parsing ACL 2013 A Non-Monotonic Arc-Eager Transition System for Dependency Parsing CONLL 2013 A Dynamic Oracle for Arc-Eager Dependency Parsing COLING 2012 Domain Adaptation of a Dependency Parser with a Class-Class Selectional Preference Model ACL 2012 Joint Hebrew Segmentation and Parsing using a PCFGLA Lattice Parser ACL 2011 Language-Independent Parsing with Empty Elements ACL 2011 Inspecting the Structural Biases of Dependency Parsing Algorithms CONLL 2010 An Efficient Algorithm for Easy-First Non-Directional Dependency Parsing NAACL 2010 On the Role of Lexical Features in Sequence Labeling EMNLP 2009 Enhancing Unlexicalized Parsing Performance Using a Wide Coverage Lexicon, Fuzzy Tag-Set Mapping, and EM-HMM-Based Lexical Probabilities EACL 2009 EM Can Find Pretty Good HMM POS-Taggers (When Given a Good Start) ACL 2008 splitSVM: Fast, Space-Efficient, non-Heuristic, Polynomial Kernel Computation for NLP Applications ACL 2008 A Single Generative Model for Joint Morphological Segmentation and Syntactic Parsing ACL 2008 Unsupervised Lexicon-Based Resolution of Unknown Words for Full Morphological Analysis ACL 2008 SVM Model Tampering and Anchored Learning: A Case Study in Hebrew NP Chunking ACL 2007 Noun Phrase Chunking in Hebrew: Influence of Lexical and Morphological Features COLING 2006 Noun Phrase Chunking in Hebrew: Influence of Lexical and Morphological Features ACL 2006