information extraction

Using a Human-AI Teaming Approach to Create and Curate Scientific Datasets with the SciLire System EACL 2026 1-2-3 Check: Enhancing Contextual Privacy in LLM via Multi-Agent Reasoning ACL 2025 Accelerating Antibiotic Discovery with Large Language Models and Knowledge Graphs ACL 2025 A Compressive Memory-based Retrieval Approach for Event Argument Extraction COLING 2025 A Computational Framework to Identify Self-Aspects in Text ACL 2025 ADAPTIVE IE: Investigating the Complementarity of Human-AI Collaboration to Adaptively Extract Information on-the-fly COLING 2025 AdminSet and AdminBERT: a Dataset and a Pre-trained Language Model to Explore the Unstructured Maze of French Administrative Documents COLING 2025 AI4Contracts: LLM & RAG-Powered Encoding of Financial Derivative Contracts IJCAI 2025 AID-Agent: An LLM-Agent for Advanced Extraction and Integration of Documents ACL 2025 AI for Data Ingestion into IPAC Archives AACL 2025 A Multi-Agent Framework with Diagnostic Feedback for Iterative Plain Language Summary Generation from Cochrane Medical Abstracts EMNLP 2025 Are Relational Triple Extraction Frameworks Sufficient for Hyper-relational Facts ? IJCNLP 2025 AstroMLab 5: Structured Summaries and Concept Extraction for 400,000 Astrophysics Papers AACL 2025 A Survey on LLM-Assisted Clinical Trial Recruitment IJCNLP 2025 Audit-FT at the Regulations Challenge Task: An Open-Source Large Language Model for Audit COLING 2025 A Unified Framework for N-ary Property Information Extraction in Materials Science EMNLP 2025 Automated Evidence Extraction and Scoring for Corporate Climate Policy Engagement: A Multilingual RAG Approach EMNLP 2025 Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework IJCAI 2025 Automating the Expansion of Instrument Typicals in Piping and Instrumentation Diagrams (P&IDs) AAAI 2025 Auto Review: Second Stage Error Detection for Highly Accurate Information Extraction from Phone Conversations ACL 2025 Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing EMNLP 2025 BioGraphia: A LLM-Assisted Biological Pathway Graph Annotation Platform EMNLP 2025 BitsAndBites at SemEval-2025 Task 9: Improving Food Hazard Detection with Sequential Multitask Learning and Large Language Models SemEval 2025 Bridging the Gap: Instruction-Tuned LLMs for Scientific Named Entity Recognition AACL 2025 BuDDIE: A Business Document Dataset for Multi-task Information Extraction COLING 2025