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Information Extraction

3,266 papers

Papers per year

323
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'25

Papers

TRUE-UIE: Two Universal Relations Unify Information Extraction Tasks NAACL 2024
POLYIE: A Dataset of Information Extraction from Polymer Material Scientific Literature NAACL 2024
GenRES: Rethinking Evaluation for Generative Relation Extraction in the Era of Large Language Models NAACL 2024
LayoutPointer: A Spatial-Context Adaptive Pointer Network for Visual Information Extraction NAACL 2024
MOKA: Moral Knowledge Augmentation for Moral Event Extraction NAACL 2024
Generating Attractive and Authentic Copywriting from Customer Reviews NAACL 2024
Visually Guided Generative Text-Layout Pre-training for Document Intelligence NAACL 2024
Generating Uncontextualized and Contextualized Questions for Document-Level Event Argument Extraction NAACL 2024
Separation and Fusion: A Novel Multiple Token Linking Model for Event Argument Extraction NAACL 2024
Towards Reducing Diagnostic Errors with Interpretable Risk Prediction NAACL 2024
MOSAICo: a Multilingual Open-text Semantically Annotated Interlinked Corpus NAACL 2024
Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion? NAACL 2024
FAMuS: Frames Across Multiple Sources NAACL 2024
CNER: Concept and Named Entity Recognition NAACL 2024
RE2: Region-Aware Relation Extraction from Visually Rich Documents NAACL 2024
Struc-Bench: Are Large Language Models Good at Generating Complex Structured Tabular Data? NAACL 2024
Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt Learning NAACL 2024
Unified Examination of Entity Linking in Absence of Candidate Sets NAACL 2024
Newspaper Signaling for Crisis Prediction NAACL 2024
REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking NAACL 2024
LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems NAACL 2024
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA NAACL 2024
ZSEE: A Dataset based on Zeolite Synthesis Event Extraction for Automated Synthesis Platform NAACL 2024
FIRE: A Dataset for Financial Relation Extraction NAACL 2024
Few-TK: A Dataset for Few-shot Scientific Typed Keyphrase Recognition NAACL 2024