Information Extraction

AAA at SemEval-2026 Task 10: Psycholinguistic Conspiracy Marker Extraction and Detection SemEval 2026 ABCD-LINK: Annotation Bootstrapping for Cross-Document Fine-Grained Links EACL 2026 A Benchmark and Evaluation of Automated Language of Study Extraction from Computational Linguistics Publications EACL 2026 Actors, Frames and Arguments: A Multi-Decade Computational Analysis of Climate Discourse in Financial News using Large Language Models EACL 2026 AdabNER: Arabic Digital Archive Books with Nested Entity Recognition ACL 2026 A Deployed Investigative AI Search Engine for Combating Human Trafficking at Web Scale AAAI 2026 A Domain-Specific Curated Benchmark for Entity and Document-Level Relation Extraction EACL 2026 A Dynamic Self-Evolving Extraction System ACL 2026 A Graph-Augmented Liquid Neural Network for Extracting Food Hazards and Disease Outbreaks EACL 2026 AI for Climate Finance: Agentic Retrieval and Multi-Step Reasoning for Early Warning System Investments EACL 2026 AILS-NTUA at SemEval-2026 Task 10: Agentic LLMs for Psycholinguistic Marker Extraction and Conspiracy Endorsement Detection SemEval 2026 A Multistage Extraction Pipeline for Long Scanned Financial Documents: An Empirical Study in Industrial KYC Workflows ACL 2026 An Enhanced Training-Free Pipeline for Entity Recognition and Linking: A Low-Resource Case Study – 20-th Century Historical Medical Texts EACL 2026 An Explanation-Based Classroom Response System for Real-Time Analysis of Undergraduate Students’ Natural Language Explanations AAAI 2026 A Novel Retrieve-Read-Group Paradigm for Open Knowledge Base Canonicalization AAAI 2026 APPSI-139: A Parallel Corpus of English Application Privacy Policy Summarization and Interpretation ACL 2026 Arabic Citation Parsing using Part of Speech and Named Entity Recognition EACL 2026 A RAG Approach for Typological Database Completion EACL 2026 Argumentation and Judgement Factors: LLM-based Discovery and Application in Insurance Disputes EACL 2026 Argument Component Segmentation with Fine-Tuned Large Language Models EACL 2026 ARGUS: Towards End-to-End Argument Mining with Large Language Models AAAI 2026 arXiv2Table: Toward Realistic Benchmarking and Evaluation for LLM-Based Literature-Review Table Generation ACL 2026 ATOM: AdapTive and OptiMized dynamic temporal knowledge graph construction using LLMs EACL 2026 AutoForest: Automatically Generating Forest Plots from Biomedical Studies with End-to-End Evidence Extraction and Synthesis ACL 2026 Back-of-the-Book Index Automation for Arabic Documents EACL 2026