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Natural Language Processing
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Information Extraction
3209 directly classified papers
Papers per year
2002: 1
2003: 1
2009: 1
2011: 3
2012: 2
2013: 1
2016: 28
2017: 113
2018: 179
2019: 278
2020: 323
2021: 412
2022: 424
2023: 426
2024: 437
2025: 489
2026: 91
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
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