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Information Extraction

3209 directly classified papers

Papers per year

Papers

Toward Reliable Clinical Coding with Language Models: Verification and Lightweight Adaptation EMNLP 2025
On Assigning Product and Software Codes to Customer Service Requests with Large Language Models EMNLP 2025
WojoodRelations: Arabic Relation Extraction Corpus and Modeling EMNLP 2025
Beyond Pairwise: Global Zero-shot Temporal Graph Generation EMNLP 2025
HICode: Hierarchical Inductive Coding with LLMs EMNLP 2025
Leveraging the Power of Large Language Models in Entity Linking via Adaptive Routing and Targeted Reasoning EMNLP 2025
Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing EMNLP 2025
Castle: Causal Cascade Updates in Relational Databases with Large Language Models EMNLP 2025
A Conversational Agent Framework for Multimodal Knowledge Retrieval: A Case Study in FHWA InfoHighway Web Portal Queries ACL 2025
Not What the Doctor Ordered: Surveying LLM-based De-identification and Quantifying Clinical Information Loss EMNLP 2025
Bridging the Digital Divide: Empowering Elderly Smartphone Users with Intelligent and Human-Centered Design in Agemate ACL 2025
AID-Agent: An LLM-Agent for Advanced Extraction and Integration of Documents ACL 2025
Converting Annotated Clinical Cases into Structured Case Report Forms ACL 2025
Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach EMNLP 2025
FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method EMNLP 2025
Illuminating Logical Fallacies with the CAMPFIRE Corpus ACL 2025
Robust Table Information Extraction from Sustainability Reports: A Time-Aware Hybrid Two-Step Approach ACL 2025
Extracting Military Event Temporal Relations via Relative Event Time Prediction and Virtual Adversarial Training NAACL 2025
Entity Pair-guided Relation Summarization and Retrieval in LLMs for Document-level Relation Extraction NAACL 2025
MRE-MI: A Multi-image Dataset for Multimodal Relation Extraction in Social Media Posts NAACL 2025
How to Talk to Language Models: Serialization Strategies for Structured Entity Matching NAACL 2025
CLERC: A Dataset for U. S. Legal Case Retrieval and Retrieval-Augmented Analysis Generation NAACL 2025
Seeds of Discourse: A Multilingual Corpus of Direct Quotations from African Media on Agricultural Biotechnologies NAACL 2025
Variable Extraction for Model Recovery in Scientific Literature NAACL 2025
Semantic Networks Extracted from Students’ Think-Aloud Data are Correlated with Students’ Learning Performance EMNLP 2025