information extraction

Building a Long Text Privacy Policy Corpus with Multi-Class Labels ACL 2025 Can Large Language Models Address Open-Target Stance Detection? ACL 2025 Can Large Language Models be Effective Online Opinion Miners? EMNLP 2025 Capturing Patients’ Lived Experiences with Chronic Pain through Motivational Interviewing and Information Extraction NAACL 2025 CaseReportCollective: A Large-Scale LLM-Extracted Dataset for Structured Medical Case Reports ACL 2025 CC-OCR: A Comprehensive and Challenging OCR Benchmark for Evaluating Large Multimodal Models in Literacy ICCV 2025 ChartCap: Mitigating Hallucination of Dense Chart Captioning ICCV 2025 CHIFRAUD: A Long-term Web Text Dataset for Chinese Fraud Detection COLING 2025 ClimateEval: A Comprehensive Benchmark for NLP Tasks Related to Climate Change ACL 2025 ClimateIE: A Dataset for Climate Science Information Extraction ACL 2025 COF: Adaptive Chain of Feedback for Comparative Opinion Quintuple Extraction COLING 2025 Collage: Decomposable Rapid Prototyping for Co-Designed Information Extraction on Scientific PDFs ACL 2025 Combining Constrained and Unconstrained Decoding via Boosting: BoostCD and Its Application to Information Extraction EMNLP 2025 Converting Annotated Clinical Cases into Structured Case Report Forms ACL 2025 Cuckoo: An IE Free Rider Hatched by Massive Nutrition in LLM’s Nest ACL 2025 CURIE: Evaluating LLMs on Multitask Scientific Long-Context Understanding and Reasoning ICLR 2025 Data Gatherer: LLM-Powered Dataset Reference Extraction from Scientific Literature ACL 2025 Detecting Legal Citations in United Kingdom Court Judgments EMNLP 2025 Detecting Manipulation in Ukrainian Telegram: A Transformer-Based Approach to Technique Classification and Span Identification ACL 2025 DocFusion: A Unified Framework for Document Parsing Tasks ACL 2025 DocIE@XLLM25: In-Context Learning for Information Extraction using Fully Synthetic Demonstrations ACL 2025 DocIE@XLLM25: UIEPrompter: A Unified Training-Free Framework for universal document-level information extraction via Structured Prompt ACL 2025 DocIE@XLLM25: ZeroSemble - Robust and Efficient Zero-Shot Document Information Extraction with Heterogeneous Large Language Model Ensembles ACL 2025 Do We Need Large VLMs for Spotting Soccer Actions? IJCNLP 2025 EasyEA: Large Language Model is All You Need in Entity Alignment Between Knowledge Graphs ACL 2025