Information Extraction

DiNO: Disinformation Narrative Observer ACL 2026 Discovering Latent Facts from Context to Construct Richer Open Knowledge Graphs AAAI 2026 Diversity patterns run deep: Impact of diversity intake on multiword expression identification EACL 2026 Docora: A System for Interactive Knowledge Extraction and Visualization from Scientific PDFs AAAI 2026 Document-Level Zero-Shot Relation Extraction with Entity Side Information EACL 2026 Edition 2.0 of the PARSEME shared task on multilingual identification and paraphrasing of multiword expressions EACL 2026 Effective Performance Measurement: Challenges and Opportunities in KPI Extraction from Earnings Calls ACL 2026 Enhanced Reasoning for Biomedical Document-Level Relation Extraction via a Novel Cascade Language Model Framework ACL 2026 Entity Exchange in the Wild: A Diagnostic Study of LLM Based Real-World Conversational Entity Extraction ACL 2026 entity-linkings: A Unified Library for Entity Linking EACL 2026 Evaluation and LLM-Guided Learning of ICD Coding Rationales EACL 2026 Event Detection with a Context-Aware Encoder and LoRA for Improved Performance on Long-Tailed Classes EACL 2026 EXCEEDS: Extracting Complex Events via Nugget-based Grid Modeling in Scientific Domain ACL 2026 Extracting Events Like Code: A Multi-Agent Programming Framework for Zero-Shot Event Extraction AAAI 2026 Extracting Multi-Word Expressions Representing Technical Terms and Proper Nouns in Log Messages EACL 2026 FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation AAAI 2026 FourCorners: A Production Knowledge Graph Unifying Thailand’s Legal System ACL 2026 From Query to Counsel: Structured Reasoning with a Multi-Agent Framework and Dataset for Legal Consultation ACL 2026 Generative Information Extraction from Biographical Sources EACL 2026 GSAP-ERE: Fine-Grained Scholarly Entity and Relation Extraction Focused on Machine Learning AAAI 2026 GuideTree: Guideline-Induced Review Trees for Long Medical Records ACL 2026 Hemolix.TabGen: Optimized Table Generation from Documents ACL 2026 Hierarchical Reason-of-Contact Detection in Retail Banking Customer Interactions via LLM-Driven Taxonomy Induction ACL 2026 HTMR: Hybrid Token Masking Reinforcement Learning with Verifiable Rewards for Event Argument Extraction with Multi-Perspective Reasoning ACL 2026 Intention Knowledge Graph Construction for User Intention Relation Modeling EACL 2026