← Applications
Natural Language Processing › Applications ›

Information Extraction

3209 directly classified papers

Papers per year

Papers

Unveiling the Deficiencies of Pre-trained Text-and-Layout Models in Real-world Visually-rich Document Information Extraction EACL 2026
MADIAVE: Multi-Agent Debate for Implicit Attribute Value Extraction EACL 2026
A Domain-Specific Curated Benchmark for Entity and Document-Level Relation Extraction EACL 2026
Intention Knowledge Graph Construction for User Intention Relation Modeling EACL 2026
A RAG Approach for Typological Database Completion EACL 2026
Lost in Formatting: How Output Formats Skew LLM Performance on Information Extraction EACL 2026
BeeParser at MWE-2026 PARSEME 2.0 Subtask 1: Can Cross-Lingual Interactions Improve MWE Identification? EACL 2026
Better Generalizing to Unseen Concepts: An Evaluation Framework and An LLM-Based Auto-Labeled Pipeline for Biomedical Concept Recognition EACL 2026
Evaluation and LLM-Guided Learning of ICD Coding Rationales EACL 2026
Who Plays Which Role? Protagonist Detection and Classification in Moral Discourse EACL 2026
MMUIE: Massive Multi-Domain Universal Information Extraction for Long Documents EACL 2026
Cross-lingual and cross-country approaches to argument component detection: a comparative study. EACL 2026
Tables Decoded: DELTA for Structure, TARQA for Understanding WACV 2026
The Anthropology of Food: How NLP can Help us Unravel the Food cultures of the World EACL 2026
Diversity patterns run deep: Impact of diversity intake on multiword expression identification EACL 2026
MorphoFiltered-Gemini at MWE-2026 PARSEME 2.0 Subtask 1: Tackling LLM Overgeneration via Universal POS-based Constraints EACL 2026
Beyond Musical Descriptors: Extracting Preference-Bearing Intent in Music Queries EACL 2026
Actors, Frames and Arguments: A Multi-Decade Computational Analysis of Climate Discourse in Financial News using Large Language Models EACL 2026
TextMineX: Data, Evaluation Framework and Ontology-guided LLM Pipeline for Humanitarian Mine Action EACL 2026
Event Detection with a Context-Aware Encoder and LoRA for Improved Performance on Long-Tailed Classes EACL 2026
Back-of-the-Book Index Automation for Arabic Documents 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
Normalizing Health Concepts with Biomedical Embedding and LLMs EACL 2026
Catalogues as Data: Interpretable NLP Pipelines for Ottoman-Turkish Bibliographies EACL 2026
Stakeholder Suite: A Unified AI Framework for Mapping Actors, Topics and Arguments in Public Debates EACL 2026