← Authors

Yoav Goldberg

148 papers · 2006–2025 · 10 conferences · across top CS/AI conferences

Achievements

πŸ—ΊοΈ Taxonomy Completionist (22) 🐝 Cross-Pollinator (5) πŸƒ Academic Marathon (19) 🌍 Conference Polyglot (10) 🌈 Renaissance Researcher (6) πŸŒ‰ Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (4) 🏠 Conference Loyalist (38) πŸ‘₯ Mega-Team (37) 🀝 Dynamic Duo (22) πŸ”¬ Deep Specialist (21) πŸ† Keyword Champion 🧬 Topic Evolution πŸ—ƒοΈ Keyword Collector (55) ❓ The Questioner (9) πŸ”₯ Unstoppable (20) πŸ“ˆ Trend Setter πŸ’Ž Century Club (147) πŸš€ Conference Pioneer ⚑ Prolific Year (8)

Conferences

ACL (52) EMNLP (38) NAACL (13) EACL (11) CONLL (8) IJCNLP (7) NIPS (6) COLING (5) ICML (5) AACL (3)

Top co-authors

Shauli Ravfogel (22) Hila Gonen (12) Michael Elhadad (12) Yanai Elazar (10) Alon Jacovi (8) Hillel Taub-Tabib (8) Reut Tsarfaty (8) Roee Aharoni (6) Gail Weiss (5) Meni Adler (5)

Research topics

Linguistics (1) Privacy (1)

Keywords

language model (12) large language model (9) representation learning (8) word embedding (7) recurrent neural network (6) neural network (6) natural language processing (6) dependency parsing (5) transfer learning (5) model interpretability (5) zero-shot learning (4) named entity recognition (4) information retrieval (4) neural model (4) syntactic parsing (4) natural language inference (4) relation extraction (4) natural language understanding (4) information extraction (4) coreference resolution (4)

Papers

A Practical Method for Generating String Counterfactuals NAACL 2025
Efficient Decoding Methods for Language Models on Encrypted Data IJCNLP 2025
NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings EMNLP 2025
Efficient Decoding Methods for Language Models on Encrypted Data AACL 2025
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
Data-driven Coreference-based Ontology Building EMNLP 2024
Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature EMNLP 2024
Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models EACL 2024
Evaluating D-MERIT of Partial-annotation on Information Retrieval EMNLP 2024
Conjunct Resolution in the Face of Verbal Omissions ACL 2023
Stop Uploading Test Data in Plain Text: Practical Strategies for Mitigating Data Contamination by Evaluation Benchmarks EMNLP 2023
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
Conformal Nucleus Sampling ACL 2023
Simple and Effective Multi-Token Completion from Masked Language Models EACL 2023
Linguistically Motivated Sign Language Segmentation EMNLP 2023
HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark EMNLP 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
Understanding Transformer Memorization Recall Through Idioms EACL 2023
Log-linear Guardedness and its Implications ACL 2023
LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution EACL 2023
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm EACL 2023
Hierarchy Builder: Organizing Textual Spans into a Hierarchy to Facilitate Navigation ACL 2023
Linear Adversarial Concept Erasure ICML 2022
Analyzing Gender Representation in Multilingual Models ACL 2022
Large Scale Substitution-based Word Sense Induction ACL 2022
BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models ACL 2022
A Dataset for N-ary Relation Extraction of Drug Combinations NAACL 2022
F-coref: Fast, Accurate and Easy to Use Coreference Resolution AACL 2022
Transformer Feed-Forward Layers Build Predictions by Promoting Concepts in the Vocabulary Space EMNLP 2022
LM-Debugger: An Interactive Tool for Inspection and Intervention in Transformer-Based Language Models 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
Adversarial Concept Erasure in Kernel Space 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
Towards Faithfully Interpretable NLP Systems: How Should We Define and Evaluate Faithfulness? ACL 2020
Simple, Interpretable and Stable Method for Detecting Words with Usage Change across Corpora ACL 2020
A Formal Hierarchy of RNN Architectures ACL 2020
Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge NIPS 2020
Facts2Story: Controlling Text Generation by Key Facts COLING 2020
Compressing Pre-trained Language Models by Matrix Decomposition AACL 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
The Extraordinary Failure of Complement Coercion Crowdsourcing 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
Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them NAACL 2019
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
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 for Related Reinforcement Learning Tasks via Image-to-Image Translation ICML 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
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
Neural Word Embedding as Implicit Matrix Factorization NIPS 2014
Linguistic Regularities in Sparse and Explicit Word Representations CONLL 2014
Dependency-Based Word Embeddings ACL 2014
Automatic Detection of Machine Translated Text and Translation Quality Estimation ACL 2014
Efficient Implementation of Beam-Search Incremental Parsers ACL 2013
Overview of the SPMRL 2013 Shared Task: A Cross-Framework Evaluation of Parsing Morphologically Rich Languages EMNLP 2013
A Non-Monotonic Arc-Eager Transition System for Dependency Parsing CONLL 2013
Universal Dependency Annotation for Multilingual Parsing ACL 2013
Proceedings of the Fourth Workshop on Statistical Parsing of Morphologically-Rich Languages EMNLP 2013
Domain Adaptation of a Dependency Parser with a Class-Class Selectional Preference Model ACL 2012
A Dynamic Oracle for Arc-Eager Dependency Parsing COLING 2012
Language-Independent Parsing with Empty Elements ACL 2011
Joint Hebrew Segmentation and Parsing using a PCFGLA Lattice Parser ACL 2011
An Efficient Algorithm for Easy-First Non-Directional Dependency Parsing NAACL 2010
Inspecting the Structural Biases of Dependency Parsing Algorithms CONLL 2010
Enhancing Unlexicalized Parsing Performance Using a Wide Coverage Lexicon, Fuzzy Tag-Set Mapping, and EM-HMM-Based Lexical Probabilities EACL 2009
On the Role of Lexical Features in Sequence Labeling EMNLP 2009
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
EM Can Find Pretty Good HMM POS-Taggers (When Given a Good Start) 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