Ido Dagan

Effective QA-Driven Annotation of Predicate–Argument Relations Across Languages EACL 2026 User-Centric Evidence Ranking for Attribution and Fact Verification EACL 2026 PrefixNLI: Detecting Factual Inconsistencies as Soon as They Arise ACL 2026 Consensus or Conflict? Fine-Grained Evaluation of Conflicting Answers in Question-Answering EMNLP 2025 LAQuer: Localized Attribution Queries in Content-grounded Generation ACL 2025 QA-Noun: Representing Nominal Semantics via Natural Language Question-Answer Pairs IJCNLP 2025 EventFull: Complete and Consistent Event Relation Annotation NAACL 2025 Superlatives in Context: Modeling the Implicit Semantics of Superlatives NAACL 2025 QA-Noun: Representing Nominal Semantics via Natural Language Question-Answer Pairs AACL 2025 Beyond Pairwise: Global Zero-shot Temporal Graph Generation EMNLP 2025 Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition EMNLP 2025 Explicating the Implicit: Argument Detection Beyond Sentence Boundaries ACL 2024 Multi-Review Fusion-in-Context NAACL 2024 Efficient Data Generation for Source-grounded Information-seeking Dialogs: A Use Case for Meeting Transcripts EMNLP 2024 Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model EMNLP 2024 Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP EMNLP 2024 Attribute First, then Generate: Locally-attributable Grounded Text Generation ACL 2024 The Power of Summary-Source Alignments ACL 2024 CHAMP: Efficient Annotation and Consolidation of Cluster Hierarchies EMNLP 2023 The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models EMNLP 2023 OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization EMNLP 2023 Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering ACL 2023 Optimizing Retrieval-augmented Reader Models via Token Elimination EMNLP 2023 Revisiting Sentence Union Generation as a Testbed for Text Consolidation ACL 2023 Re-Examining Summarization Evaluation across Multiple Quality Criteria EMNLP 2023 Don’t Add, don’t Miss: Effective Content Preserving Generation from Pre-Selected Text Spans EMNLP 2023 SummHelper: Collaborative Human-Computer Summarization EMNLP 2023 Long Context Question Answering via Supervised Contrastive Learning NAACL 2022 Cross-document Event Coreference Search: Task, Dataset and Modeling EMNLP 2022 Interactive Query-Assisted Summarization via Deep Reinforcement Learning NAACL 2022 Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction ACL 2022 Extending Multi-Text Sentence Fusion Resources via Pyramid Annotations NAACL 2022 QASem Parsing: Text-to-text Modeling of QA-based Semantics EMNLP 2022 How “Multi” is Multi-Document Summarization? EMNLP 2022 Proposition-Level Clustering for Multi-Document Summarization NAACL 2022 Controlled Text Reduction EMNLP 2022 iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration EMNLP 2021 Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline CONLL 2021 WEC: Deriving a Large-scale Cross-document Event Coreference dataset from Wikipedia NAACL 2021 Extending Multi-Document Summarization Evaluation to the Interactive Setting NAACL 2021 Denoising Word Embeddings by Averaging in a Shared Space IJCNLP 2021 Realistic Evaluation Principles for Cross-document Coreference Resolution IJCNLP 2021 Teach the Rules, Provide the Facts: Targeted Relational-knowledge Enhancement for Textual Inference IJCNLP 2021 Cross-document Coreference Resolution over Predicted Mentions IJCNLP 2021 Cross-document Coreference Resolution over Predicted Mentions ACL 2021 Teach the Rules, Provide the Facts: Targeted Relational-knowledge Enhancement for Textual Inference ACL 2021 Realistic Evaluation Principles for Cross-document Coreference Resolution ACL 2021 Denoising Word Embeddings by Averaging in a Shared Space ACL 2021 Summary-Source Proposition-level Alignment: Task, Datasets and Supervised Baseline EMNLP 2021 CDLM: Cross-Document Language Modeling EMNLP 2021 CDˆ2CR: Co-reference resolution across documents and domains EACL 2021 QA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions EMNLP 2021 Asking It All: Generating Contextualized Questions for any Semantic Role EMNLP 2021 QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines EMNLP 2020 Controlled Crowdsourcing for High-Quality QA-SRL Annotation ACL 2020 Paraphrasing vs Coreferring: Two Sides of the Same Coin EMNLP 2020 CoRefi: A Crowd Sourcing Suite for Coreference Annotation EMNLP 2020 QANom: Question-Answer driven SRL for Nominalizations COLING 2020 Within-Between Lexical Relation Classification EMNLP 2020 Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution ACL 2019 Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language Inference ACL 2019 Diversify Your Datasets: Analyzing Generalization via Controlled Variance in Adversarial Datasets CONLL 2019 Better Rewards Yield Better Summaries: Learning to Summarise Without References EMNLP 2019 ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System EMNLP 2019 Better Rewards Yield Better Summaries: Learning to Summarise Without References IJCNLP 2019 ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System IJCNLP 2019 How to Compare Summarizers without Target Length? Pitfalls, Solutions and Re-Examination of the Neural Summarization Literature NAACL 2019 Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation NAACL 2019 Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation NAACL 2019 Multi-Context Term Embeddings: the Use Case of Corpus-based Term Set Expansion NAACL 2019 Zero-Shot Transfer Learning for Event Extraction ACL 2018 Crowdsourcing Question-Answer Meaning Representations NAACL 2018 Supervised Open Information Extraction NAACL 2018 SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term Embeddings COLING 2018 Paraphrase to Explicate: Revealing Implicit Noun-Compound Relations ACL 2018 Semantics as a Foreign Language EMNLP 2018 Evaluating Multiple System Summary Lengths: A Case Study EMNLP 2018 Interactive Abstractive Summarization for Event News Tweets EMNLP 2017 A Simple Language Model based on PMI Matrix Approximations EMNLP 2017 Integrating Deep Linguistic Features in Factuality Prediction over Unified Datasets ACL 2017 Porting an Open Information Extraction System from English to German EMNLP 2016 Improving Hypernymy Detection with an Integrated Path-based and Distributional Method ACL 2016 Annotating Relation Inference in Context via Question Answering ACL 2016 Specifying and Annotating Reduced Argument Span Via QA-SRL ACL 2016 Modeling Extractive Sentence Intersection via Subtree Entailment COLING 2016 Annotating and Predicting Non-Restrictive Noun Phrase Modifications ACL 2016 context2vec: Learning Generic Context Embedding with Bidirectional LSTM CONLL 2016 Creating a Large Benchmark for Open Information Extraction EMNLP 2016 Learning to Exploit Structured Resources for Lexical Inference CONLL 2015 Seed-Based Event Trigger Labeling: How far can event descriptions get us? ACL 2015 Open IE as an Intermediate Structure for Semantic Tasks ACL 2015 Open IE as an Intermediate Structure for Semantic Tasks IJCNLP 2015 Seed-Based Event Trigger Labeling: How far can event descriptions get us? IJCNLP 2015 Modeling Word Meaning in Context with Substitute Vectors NAACL 2015 Do Supervised Distributional Methods Really Learn Lexical Inference Relations? NAACL 2015 The Excitement Open Platform for Textual Inferences ACL 2014 Recognizing Implied Predicate-Argument Relationships in Textual Inference ACL 2014 Probabilistic Modeling of Joint-context in Distributional Similarity CONLL 2014 Focused Entailment Graphs for Open IE Propositions CONLL 2014 SemEval-2013 Task 7: The Joint Student Response Analysis and 8th Recognizing Textual Entailment Challenge SEMEVAL 2013 PLIS: a Probabilistic Lexical Inference System ACL 2013 Using Lexical Expansion to Learn Inference Rules from Sparse Data ACL 2013 Recognizing Partial Textual Entailment ACL 2013 A Two Level Model for Context Sensitive Inference Rules ACL 2013 UKP-BIU: Similarity and Entailment Metrics for Student Response Analysis SEMEVAL 2013 TruthTeller: Annotating Predicate Truth NAACL 2013 Learning Verb Inference Rules from Linguistically-Motivated Evidence CONLL 2012 Statistical Thesaurus Construction for a Morphologically Rich Language SEMEVAL 2012 Sentence Clustering via Projection over Term Clusters SEMEVAL 2012 Learning Verb Inference Rules from Linguistically-Motivated Evidence EMNLP 2012 Entailment-based Text Exploration with Application to the Health-care Domain ACL 2012 BIUTEE: A Modular Open-Source System for Recognizing Textual Entailment ACL 2012 A Probabilistic Lexical Model for Ranking Textual Inferences SEMEVAL 2012 Crowdsourcing Inference-Rule Evaluation ACL 2012 Efficient Search for Transformation-based Inference ACL 2012 Efficient Tree-based Approximation for Entailment Graph Learning ACL 2012 A Probabilistic Modeling Framework for Lexical Entailment ACL 2011 Global Learning of Typed Entailment Rules ACL 2011 Recognising Entailment within Discourse COLING 2010 Assessing the Role of Discourse References in Entailment Inference ACL 2010 Global Learning of Focused Entailment Graphs ACL 2010 Generating Entailment Rules from FrameNet ACL 2010 Evaluating the Inferential Utility of Lexical-Semantic Resources EACL 2009 Directional Distributional Similarity for Lexical Expansion IJCNLP 2009 Source-Language Entailment Modeling for Translating Unknown Terms IJCNLP 2009 Extracting Lexical Reference Rules from Wikipedia ACL 2009 Source-Language Entailment Modeling for Translating Unknown Terms ACL 2009 A Compact Forest for Scalable Inference over Entailment and Paraphrase Rules EMNLP 2009 Directional Distributional Similarity for Lexical Expansion ACL 2009 Text Categorization from Category Name via Lexical Reference NAACL 2009 Extracting Lexical Reference Rules from Wikipedia IJCNLP 2009 Contextual Preferences ACL 2008 Learning Entailment Rules for Unary Templates COLING 2008 Instance-based Evaluation of Entailment Rule Acquisition ACL 2007 Direct Word Sense Matching for Lexical Substitution ACL 2006 Investigating Lexical Substitution Scoring for Subtitle Generation CONLL 2006 Direct Word Sense Matching for Lexical Substitution COLING 2006 Integrating Pattern-Based and Distributional Similarity Methods for Lexical Entailment Acquisition COLING 2006 Lexical Reference: a Semantic Matching Subtask EMNLP 2006 Integrating Pattern-Based and Distributional Similarity Methods for Lexical Entailment Acquisition ACL 2006 Investigating a Generic Paraphrase-Based Approach for Relation Extraction EACL 2006 A Generalized Framework for Revealing Analogous Themes across Related Topics EMNLP 2005 Proceedings of the Ninth Conference on Computational Natural Language Learning (CoNLL-2005) CONLL 2005 Investigating Unsupervised Learning for Text Categorization Bootstrapping EMNLP 2005 The Distributional Inclusion Hypotheses and Lexical Entailment ACL 2005 Feature Vector Quality and Distributional Similarity COLING 2004 Scaling Web-based Acquisition of Entailment Relations EMNLP 2004 Coupled Clustering: A Method for Detecting Structural Correspondence JMLR 2002 Cross-dataset Clustering: Revealing Corresponding Themes across Multiple Corpora CONLL 2002 Incorporating Compositional Evidence in Memory-Based Partial Parsing ACL 2000