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Information Extraction

3209 directly classified papers

Papers per year

Papers

Mitigating Causal Bias in LLMs via Potential Outcomes Framework and Actual Causality Theory EACL 2026
Event Detection with a Context-Aware Encoder and LoRA for Improved Performance on Long-Tailed Classes EACL 2026
MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents EACL 2026
A Graph-Augmented Liquid Neural Network for Extracting Food Hazards and Disease Outbreaks EACL 2026
An Enhanced Training-Free Pipeline for Entity Recognition and Linking: A Low-Resource Case Study – 20-th Century Historical Medical Texts 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
Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models 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
AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments EACL 2026
A Benchmark and Evaluation of Automated Language of Study Extraction from Computational Linguistics Publications EACL 2026
Who Plays Which Role? Protagonist Detection and Classification in Moral Discourse EACL 2026
Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions EACL 2026
Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction EACL 2026
NLP Privacy Risk Identification in Social Media (NLP-PRISM): A Survey EACL 2026
SinhaLegal: A Benchmark Corpus for Information Extraction and Analysis in Sinhala Legislative Texts EACL 2026