Information Extraction

Can LLMs be Good Graph Judge for Knowledge Graph Construction? EMNLP 2025 Can LLMs Extract Frame-Semantic Arguments? EMNLP 2025 Capturing Patients’ Lived Experiences with Chronic Pain through Motivational Interviewing and Information Extraction NAACL 2025 Cascading Large Language Models for Salient Event Graph Generation NAACL 2025 CaseReportCollective: A Large-Scale LLM-Extracted Dataset for Structured Medical Case Reports ACL 2025 Castle: Causal Cascade Updates in Relational Databases with Large Language Models EMNLP 2025 Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension EMNLP 2025 CC-OCR: A Comprehensive and Challenging OCR Benchmark for Evaluating Large Multimodal Models in Literacy ICCV 2025 CE-DA: Custom Embedding and Dynamic Aggregation for Zero-Shot Relation Extraction COLING 2025 CEGS: Configuration Example Generalizing Synthesizer NSDI 2025 ChartLens: Fine-grained Visual Attribution in Charts ACL 2025 CHIFRAUD: A Long-term Web Text Dataset for Chinese Fraud Detection COLING 2025 CiteBART: Learning to Generate Citations for Local Citation Recommendation EMNLP 2025 CLaC at SemEval-2025 Task 6: A Multi-Architecture Approach for Corporate Environmental Promise Verification SemEval 2025 CLERC: A Dataset for U. S. Legal Case Retrieval and Retrieval-Augmented Analysis Generation NAACL 2025 ClimateIE: A Dataset for Climate Science Information Extraction ACL 2025 ClinicalRAG: Automating Pharmaceutical Label Quality Control with Hierarchical RAG and Large Language Models AAAI 2025 ClinStructor: AI-Powered Structuring of Unstructured Clinical Texts IJCNLP 2025 CLRG@FinCausal2025: Cause-Effect Extraction in Finance Domain COLING 2025 CoAM: Corpus of All-Type Multiword Expressions ACL 2025 CodeTaxo: Enhancing Taxonomy Expansion with Limited Examples via Code Language Prompts ACL 2025 COF: Adaptive Chain of Feedback for Comparative Opinion Quintuple Extraction COLING 2025 Cognitive Mirroring for DocRE: A Self-Supervised Iterative Reflection Framework with Triplet-Centric Explicit and Implicit Feedback ACL 2025 Collage: Decomposable Rapid Prototyping for Co-Designed Information Extraction on Scientific PDFs ACL 2025 Columbo: Expanding Abbreviated Column Names for Tabular Data Using Large Language Models EMNLP 2025