Information Extraction

Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework IJCAI 2025 AutoPsyC: Automatic Recognition of Psychodynamic Conflicts from Semi-structured Interviews with Large Language Models NAACL 2025 Auto Review: Second Stage Error Detection for Highly Accurate Information Extraction from Phone Conversations ACL 2025 A Variational Approach for Mitigating Entity Bias in Relation Extraction ACL 2025 Backdoor Attack on Propagation-based Rumor Detectors AAAI 2025 Benchmarking LLMs on Semantic Overlap Summarization EMNLP 2025 Benchmarking Table Extraction: Multimodal LLMs vs Traditional OCR ACL 2025 Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025 Beyond Benchmarks: Building a Richer Cross-Document Event Coreference Dataset with Decontextualization NAACL 2025 Beyond Human Labels: A Multi-Linguistic Auto-Generated Benchmark for Evaluating Large Language Models on Resume Parsing EMNLP 2025 Beyond Pairwise: Global Zero-shot Temporal Graph Generation EMNLP 2025 BioGraphia: A LLM-Assisted Biological Pathway Graph Annotation Platform EMNLP 2025 BIOPSY - Biomarkers In Oncology: Pipeline for Structured Yielding EMNLP 2025 BitsAndBites at SemEval-2025 Task 9: Improving Food Hazard Detection with Sequential Multitask Learning and Large Language Models SemEval 2025 Boosting Text-to-SQL through Multi-grained Error Identification COLING 2025 Bootstrapping UMRs from Universal Dependencies for Scalable Multilingual Annotation ACL 2025 Bratly: A Python Extension for BRAT Functionalities EMNLP 2025 Bridging Generative and Discriminative Learning: Few-Shot Relation Extraction via Two-Stage Knowledge-Guided Pre-training IJCAI 2025 Bridging the Digital Divide: Empowering Elderly Smartphone Users with Intelligent and Human-Centered Design in Agemate ACL 2025 BuDDIE: A Business Document Dataset for Multi-task Information Extraction COLING 2025 CaDRL: Document-level Relation Extraction via Context-aware Differentiable Rule Learning COLING 2025 CADS: A Systematic Literature Review on the Challenges of Abstractive Dialogue Summarization (Abstract Reprint) IJCAI 2025 Can dependency parses facilitate generalization in language models? A case study of cross-lingual relation extraction NAACL 2025 Can Large Language Models Address Open-Target Stance Detection? ACL 2025 Can Large Language Models be Effective Online Opinion Miners? EMNLP 2025