information extraction

GLiREL - Generalist Model for Zero-Shot Relation Extraction NAACL 2025 Graph-Structured Trajectory Extraction from Travelogues ACL 2025 GuideQ: Framework for Guided Questioning for progressive informational collection and classification NAACL 2025 GUIDEX: Guided Synthetic Data Generation for Zero-Shot Information Extraction ACL 2025 Harnessing Large Language Models for Disaster Management: A Survey ACL 2025 Health Sentinel: An AI Pipeline For Real-time Disease Outbreak Detection ACL 2025 Improving Barrett’s Oesophagus Surveillance Scheduling with Large Language Models: A Structured Extraction Approach ACL 2025 Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis AAAI 2025 Improving Online Job Advertisement Analysis via Compositional Entity Extraction EMNLP 2025 Indonesian Speech Content De-Identification in Low Resource Transcripts COLING 2025 Information Extraction from Heterogeneous Documents without Ground Truth Labels using Synthetic Label Generation and Knowledge Distillation WACV 2025 Information Extraction from Visually Rich Documents using LLM-based Organization of Documents into Independent Textual Segments ACL 2025 InTriage: Intelligent Telephone Triage in Pre-Hospital Emergency Care EMNLP 2025 Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents EMNLP 2025 JaCorpTrack: Corporate History Event Extraction for Tracking Organizational Changes EMNLP 2025 KnowCoder-X: Boosting Multilingual Information Extraction via Code ACL 2025 LATTE: Improving Latex Recognition for Tables and Formulae with Iterative Refinement AAAI 2025 LENS: Learning Entities from Narratives of Skin Cancer COLING 2025 Leveraging LLM For Synchronizing Information Across Multilingual Tables NAACL 2025 Leveraging Product Catalog Patterns for Multilingual E-commerce Product Attribute Prediction EMNLP 2025 LIP-NER: Literal Patterns Benefit LLM-Based NER ACL 2025 LLM4RE: A Data-centric Feasibility Study for Relation Extraction COLING 2025 LLM-Based Web Data Collection for Research Dataset Creation EMNLP 2025 LOG: A Local-to-Global Optimization Approach for Retrieval-based Explainable Multi-Hop Question Answering COLING 2025 LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory ICLR 2025