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Information Extraction

3209 directly classified papers

Papers per year

Papers

CLARIESG: An End-to-End System for ESG Analysis over Complex Tables in Corporate Reports EACL 2026
Using a Human-AI Teaming Approach to Create and Curate Scientific Datasets with the SciLire System EACL 2026
A Benchmark and Evaluation of Automated Language of Study Extraction from Computational Linguistics Publications EACL 2026
Thesis Proposal: Stability-Aware, Evidence-Grounded Knowledge Graph for Substance Use Disorders and Social Determinants of Health EACL 2026
OCR or Not? Rethinking Document Information Extraction in the MLLMs Era with Real-World Large-Scale Datasets EACL 2026
Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions EACL 2026
NLP Privacy Risk Identification in Social Media (NLP-PRISM): A Survey EACL 2026
Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models EACL 2026
Re2-DocRED: Revisiting Revisited-DocRED for Joint Entity and Relation Extraction EACL 2026
Argument Component Segmentation with Fine-Tuned Large Language Models EACL 2026
AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments EACL 2026
Mitigating Causal Bias in LLMs via Potential Outcomes Framework and Actual Causality Theory EACL 2026
Coordinates from Context: Using LLMs to Ground Complex Location References EACL 2026
Reassessing Active Learning Adoption in Contemporary NLP: A Community Survey EACL 2026
ARGUS: Towards End-to-End Argument Mining with Large Language Models AAAI 2026
Docora: A System for Interactive Knowledge Extraction and Visualization from Scientific PDFs AAAI 2026
ABCD-LINK: Annotation Bootstrapping for Cross-Document Fine-Grained Links EACL 2026
Nahw: A Comprehensive Benchmark of Arabic Grammar Understanding, Error Detection, Correction, and Explanation EACL 2026
entity-linkings: A Unified Library for Entity Linking EACL 2026
An Explanation-Based Classroom Response System for Real-Time Analysis of Undergraduate Students’ Natural Language Explanations AAAI 2026
A Deployed Investigative AI Search Engine for Combating Human Trafficking at Web Scale AAAI 2026
Semantics-Preserving Adversarial Attacks on Event-Driven Stock Prediction Models AAAI 2026
MHB: Medical Hallucination Benchmark for Large Language Models in Complex Clinical Tasks AAAI 2026
LLaVA-MS-PIT: Multi-Modal Schema-Guided Progressive Instruction Tuning for Multi-Modal Event Extraction AAAI 2026
Reflect Then Learn: Active Prompting for Information Extraction Guided by Introspective Confusion AAAI 2026