Information Extraction

Good Advisor for Source Localization: Using Large Language Model to Guide the Source Inference Process IJCAI 2025 Graph-Linguistic Fusion: Using Language Models for Wikidata Vandalism Detection ACL 2025 Graph-Structured Trajectory Extraction from Travelogues ACL 2025 GraphTranslate: Predicting Clinical Trial Translation using Graph Neural Networks on Biomedical Literature ACL 2025 GUIDEX: Guided Synthetic Data Generation for Zero-Shot Information Extraction ACL 2025 Guiding Large Language Models for Biomedical Entity Linking via Restrictive and Contrastive Decoding EMNLP 2025 Hallucination Detection in Structured Query Generation via LLM Self-Debating EMNLP 2025 HARE: an entity and relation centric evaluation framework for histopathology reports EMNLP 2025 Harnessing Large Language Models for Disaster Management: A Survey ACL 2025 HAWK: Highlighting Entity-aware Knowledge for Alleviating Information Sparsity in Long Contexts EMNLP 2025 HealthLens: A Natural Language Querying System for Interactive Visualization of Electronic Health Records IJCAI 2025 Health Sentinel: An AI Pipeline For Real-time Disease Outbreak Detection ACL 2025 HICode: Hierarchical Inductive Coding with LLMs EMNLP 2025 HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims ACL 2025 Howard University-AI4PC at SemEval-2025 Task 10: Ensembling LLMs for Multi-lingual Multi-Label and Multi-Class Meta-Classification SemEval 2025 How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025 How do LLMs’ Preferences Affect Event Argument Extraction? CAT: Addressing Preference Traps in Unsupervised EAE ACL 2025 How to Talk to Language Models: Serialization Strategies for Structured Entity Matching NAACL 2025 Hybrid Annotation for Propaganda Detection: Integrating LLM Pre-Annotations with Human Intelligence ACL 2025 Illuminating Logical Fallacies with the CAMPFIRE Corpus ACL 2025 Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge ACL 2025 Improving Barrett’s Oesophagus Surveillance Scheduling with Large Language Models: A Structured Extraction Approach ACL 2025 Improving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language Models NAACL 2025 Improving Online Job Advertisement Analysis via Compositional Entity Extraction EMNLP 2025 Improving Relation Extraction by Sequence-to-sequence-based Dependency Parsing Pre-training COLING 2025