← Authors

Ido Dagan

149 papers · 2000–2026 · 10 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (25) πŸ—ΊοΈ Taxonomy Completionist (101) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (10) 🐝 Cross-Pollinator (12) 🌈 Renaissance Researcher (9) 🏠 Conference Loyalist (48) 🧬 Topic Evolution 🀝 Dynamic Duo (23) πŸ† Keyword Champion (2) πŸ”¬ Deep Specialist (17) πŸ—ƒοΈ Keyword Collector (341) ❓ The Questioner (7) ⚑ Prolific Year (10) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (147) πŸ”₯ Unstoppable (22)

Conferences

ACL (48) EMNLP (40) NAACL (19) IJCNLP (12) CONLL (10) COLING (8) EACL (5) SEMEVAL (5) AACL (1) JMLR (1)

Top co-authors

Jacob Goldberger (23) Ori Shapira (18) Gabriel Stanovsky (16) Idan Szpektor (15) Avi Caciularu (15) Arie Cattan (14) Aviv Slobodkin (12) Ori Ernst (11) Alon Eirew (11) Eyal Shnarch (10)

Keywords

multi-document summarization (11) question answering (10) coreference resolution (8) natural language inference (7) text summarization (7) text generation (7) cross-document coreference (6) semantic role labeling (5) predicate-argument structure (5) semantic relation (4) large language model (4) natural language understanding (4) content selection (4) document summarization (4) interactive summarization (4) natural language processing (3) zero-shot learning (3) word embedding (3) reinforcement learning (3) textual entailment (3)

Papers

Effective QA-Driven Annotation of Predicate–Argument Relations Across Languages EACL 2026
User-Centric Evidence Ranking for Attribution and Fact Verification EACL 2026
Beyond Pairwise: Global Zero-shot Temporal Graph Generation EMNLP 2025
Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition EMNLP 2025
EventFull: Complete and Consistent Event Relation Annotation NAACL 2025
Consensus or Conflict? Fine-Grained Evaluation of Conflicting Answers in Question-Answering EMNLP 2025
QA-Noun: Representing Nominal Semantics via Natural Language Question-Answer Pairs AACL 2025
LAQuer: Localized Attribution Queries in Content-grounded Generation ACL 2025
QA-Noun: Representing Nominal Semantics via Natural Language Question-Answer Pairs IJCNLP 2025
Superlatives in Context: Modeling the Implicit Semantics of Superlatives NAACL 2025
Attribute First, then Generate: Locally-attributable Grounded Text Generation ACL 2024
Explicating the Implicit: Argument Detection Beyond Sentence Boundaries ACL 2024
The Power of Summary-Source Alignments ACL 2024
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP EMNLP 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
Multi-Review Fusion-in-Context NAACL 2024
Don’t Add, don’t Miss: Effective Content Preserving Generation from Pre-Selected Text Spans EMNLP 2023
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
Optimizing Retrieval-augmented Reader Models via Token Elimination EMNLP 2023
Peek Across: Improving Multi-Document Modeling via Cross-Document Question-Answering ACL 2023
Revisiting Sentence Union Generation as a Testbed for Text Consolidation ACL 2023
Re-Examining Summarization Evaluation across Multiple Quality Criteria EMNLP 2023
SummHelper: Collaborative Human-Computer Summarization EMNLP 2023
Cross-document Event Coreference Search: Task, Dataset and Modeling EMNLP 2022
Proposition-Level Clustering for Multi-Document Summarization NAACL 2022
Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction ACL 2022
Long Context Question Answering via Supervised Contrastive Learning NAACL 2022
Interactive Query-Assisted Summarization via Deep Reinforcement Learning NAACL 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 β€œMulti” is Multi-Document Summarization? EMNLP 2022
Controlled Text Reduction EMNLP 2022
CDLM: Cross-Document Language Modeling EMNLP 2021
CDˆ2CR: Co-reference resolution across documents and domains EACL 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
iFacetSum: Coreference-based Interactive Faceted Summarization for Multi-Document Exploration EMNLP 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
QANom: Question-Answer driven SRL for Nominalizations COLING 2020
Within-Between Lexical Relation Classification EMNLP 2020
Controlled Crowdsourcing for High-Quality QA-SRL Annotation ACL 2020
Paraphrasing vs Coreferring: Two Sides of the Same Coin EMNLP 2020
QADiscourse - Discourse Relations as QA Pairs: Representation, Crowdsourcing and Baselines EMNLP 2020
CoRefi: A Crowd Sourcing Suite for Coreference Annotation EMNLP 2020
Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation NAACL 2019
Ranking Generated Summaries by Correctness: An Interesting but Challenging Application for Natural Language Inference ACL 2019
Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution 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
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
Evaluating Multiple System Summary Lengths: A Case Study EMNLP 2018
Paraphrase to Explicate: Revealing Implicit Noun-Compound Relations ACL 2018
Semantics as a Foreign Language EMNLP 2018
SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term Embeddings COLING 2018
Zero-Shot Transfer Learning for Event Extraction ACL 2018
Crowdsourcing Question-Answer Meaning Representations NAACL 2018
Supervised Open Information Extraction NAACL 2018
A Simple Language Model based on PMI Matrix Approximations EMNLP 2017
Integrating Deep Linguistic Features in Factuality Prediction over Unified Datasets ACL 2017
Interactive Abstractive Summarization for Event News Tweets EMNLP 2017
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method ACL 2016
Annotating and Predicting Non-Restrictive Noun Phrase Modifications ACL 2016
Porting an Open Information Extraction System from English to German EMNLP 2016
Creating a Large Benchmark for Open Information Extraction EMNLP 2016
Modeling Extractive Sentence Intersection via Subtree Entailment COLING 2016
context2vec: Learning Generic Context Embedding with Bidirectional LSTM CONLL 2016
Specifying and Annotating Reduced Argument Span Via QA-SRL ACL 2016
Annotating Relation Inference in Context via Question Answering ACL 2016
Open IE as an Intermediate Structure for Semantic Tasks ACL 2015
Seed-Based Event Trigger Labeling: How far can event descriptions get us? IJCNLP 2015
Open IE as an Intermediate Structure for Semantic Tasks IJCNLP 2015
Seed-Based Event Trigger Labeling: How far can event descriptions get us? ACL 2015
Modeling Word Meaning in Context with Substitute Vectors NAACL 2015
Do Supervised Distributional Methods Really Learn Lexical Inference Relations? NAACL 2015
Learning to Exploit Structured Resources for Lexical Inference CONLL 2015
Probabilistic Modeling of Joint-context in Distributional Similarity CONLL 2014
Focused Entailment Graphs for Open IE Propositions CONLL 2014
Recognizing Implied Predicate-Argument Relationships in Textual Inference ACL 2014
The Excitement Open Platform for Textual Inferences ACL 2014
PLIS: a Probabilistic Lexical Inference System ACL 2013
Using Lexical Expansion to Learn Inference Rules from Sparse Data ACL 2013
A Two Level Model for Context Sensitive Inference Rules ACL 2013
TruthTeller: Annotating Predicate Truth NAACL 2013
SemEval-2013 Task 7: The Joint Student Response Analysis and 8th Recognizing Textual Entailment Challenge SEMEVAL 2013
UKP-BIU: Similarity and Entailment Metrics for Student Response Analysis SEMEVAL 2013
Recognizing Partial Textual Entailment ACL 2013
Entailment-based Text Exploration with Application to the Health-care Domain ACL 2012
Learning Verb Inference Rules from Linguistically-Motivated Evidence CONLL 2012
Learning Verb Inference Rules from Linguistically-Motivated Evidence EMNLP 2012
Sentence Clustering via Projection over Term Clusters SEMEVAL 2012
Statistical Thesaurus Construction for a Morphologically Rich Language SEMEVAL 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
Assessing the Role of Discourse References in Entailment Inference ACL 2010
Generating Entailment Rules from FrameNet ACL 2010
Global Learning of Focused Entailment Graphs ACL 2010
Recognising Entailment within Discourse COLING 2010
Evaluating the Inferential Utility of Lexical-Semantic Resources EACL 2009
A Compact Forest for Scalable Inference over Entailment and Paraphrase Rules EMNLP 2009
Extracting Lexical Reference Rules from Wikipedia IJCNLP 2009
Source-Language Entailment Modeling for Translating Unknown Terms IJCNLP 2009
Directional Distributional Similarity for Lexical Expansion IJCNLP 2009
Text Categorization from Category Name via Lexical Reference NAACL 2009
Directional Distributional Similarity for Lexical Expansion ACL 2009
Source-Language Entailment Modeling for Translating Unknown Terms ACL 2009
Extracting Lexical Reference Rules from Wikipedia ACL 2009
Learning Entailment Rules for Unary Templates COLING 2008
Contextual Preferences ACL 2008
Instance-based Evaluation of Entailment Rule Acquisition ACL 2007
Direct Word Sense Matching for Lexical Substitution COLING 2006
Investigating a Generic Paraphrase-Based Approach for Relation Extraction EACL 2006
Investigating Lexical Substitution Scoring for Subtitle Generation CONLL 2006
Integrating Pattern-Based and Distributional Similarity Methods for Lexical Entailment Acquisition ACL 2006
Lexical Reference: a Semantic Matching Subtask EMNLP 2006
Direct Word Sense Matching for Lexical Substitution ACL 2006
Integrating Pattern-Based and Distributional Similarity Methods for Lexical Entailment Acquisition COLING 2006
Proceedings of the Ninth Conference on Computational Natural Language Learning (CoNLL-2005) CONLL 2005
A Generalized Framework for Revealing Analogous Themes across Related Topics EMNLP 2005
The Distributional Inclusion Hypotheses and Lexical Entailment ACL 2005
Investigating Unsupervised Learning for Text Categorization Bootstrapping EMNLP 2005
Scaling Web-based Acquisition of Entailment Relations EMNLP 2004
Feature Vector Quality and Distributional Similarity COLING 2004
Cross-dataset Clustering: Revealing Corresponding Themes across Multiple Corpora CONLL 2002
Coupled Clustering: A Method for Detecting Structural Correspondence JMLR 2002
Incorporating Compositional Evidence in Memory-Based Partial Parsing ACL 2000