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Information Extraction

3209 directly classified papers

Papers per year

Papers

Lost in Formatting: How Output Formats Skew LLM Performance on Information Extraction EACL 2026
AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments EACL 2026
Reassessing Active Learning Adoption in Contemporary NLP: A Community Survey EACL 2026
Evaluation and LLM-Guided Learning of ICD Coding Rationales EACL 2026
Stakeholder Suite: A Unified AI Framework for Mapping Actors, Topics and Arguments in Public Debates EACL 2026
Using a Human-AI Teaming Approach to Create and Curate Scientific Datasets with the SciLire System EACL 2026
Coordinates from Context: Using LLMs to Ground Complex Location References EACL 2026
Large Language Models as Oracles for Ontology Alignment EACL 2026
ABCD-LINK: Annotation Bootstrapping for Cross-Document Fine-Grained Links EACL 2026
Document-Level Zero-Shot Relation Extraction with Entity Side Information EACL 2026
COMPACT: Building Compliance Paralegals via Clause Graph Reasoning over Contracts EACL 2026
Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models EACL 2026
CLARIESG: An End-to-End System for ESG Analysis over Complex Tables in Corporate Reports EACL 2026
ClinicalTrialsHub: Bridging Registries and Literature for Comprehensive Clinical Trial Access EACL 2026
Tables Decoded: DELTA for Structure, TARQA for Understanding WACV 2026
Intention Knowledge Graph Construction for User Intention Relation Modeling EACL 2026
Knowledge Extraction on Semi-Structured Content: Does It Remain Relevant for Question Answering in the Era of LLMs? EACL 2026
K-LegalDeID: A Benchmark Dataset and KLUEBERT-CRF for De-identification in Korean Court Judgments EACL 2026
Argumentation and Judgement Factors: LLM-based Discovery and Application in Insurance Disputes EACL 2026
Coupling Local Context and Global Semantic Prototypes via a Hierarchical Architecture for Rhetorical Roles Labeling EACL 2026
Better Generalizing to Unseen Concepts: An Evaluation Framework and An LLM-Based Auto-Labeled Pipeline for Biomedical Concept Recognition EACL 2026
It’s All About the Confidence: An Unsupervised Approach for Multilingual Historical Entity Linking using Large Language Models EACL 2026
Nahw: A Comprehensive Benchmark of Arabic Grammar Understanding, Error Detection, Correction, and Explanation EACL 2026
Zero-Shot Open-Schema Entity Structure Discovery EACL 2026
entity-linkings: A Unified Library for Entity Linking EACL 2026