information extraction

Taxonomy-Driven Knowledge Graph Construction for Domain-Specific Scientific Applications ACL 2025 TechniqueRAG: Retrieval Augmented Generation for Adversarial Technique Annotation in Cyber Threat Intelligence Text ACL 2025 The contribution of LLMs to relation extraction in the economic field COLING 2025 The Role of Natural Language Processing Tasks in Automatic Literary Character Network Construction COLING 2025 The Search for Conflicts of Interest: Open Information Extraction in Scientific Publications EMNLP 2025 TIDES: Technical Information Discovery and Extraction System EMNLP 2025 Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction EMNLP 2025 Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution ACL 2025 Tracking Green Industrial Policies with LLMs: A Demonstration ACL 2025 Translation and Fusion Improves Cross-lingual Information Extraction ACL 2025 Tree-KG: An Expandable Knowledge Graph Construction Framework for Knowledge-intensive Domains ACL 2025 Triples as the Key: Structuring Makes Decomposition and Verification Easier in LLM-based TableQA ICLR 2025 TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025 Variable Extraction for Model Recovery in Scientific Literature NAACL 2025 Visual Representations of Temporal Relations between Events and Time Expressions in News Stories ACL 2025 VP-MEL: Visual Prompts Guided Multimodal Entity Linking ACL 2025 VRD-IU: Lessons from Visually Rich Document Intelligence and Understanding IJCAI 2025 WC Team at SemEval-2025 Task 6: PromiseEval: Multinational, Multilingual, Multi-Industry Promise Verification leveraging monolingual and multilingual BERT models SemEval 2025 When the Dictionary Strikes Back: A Case Study on Slovak Migration Location Term Extraction and NER via Rule-Based vs. LLM Methods ACL 2025 Wikidata-Driven Entity-Aware Translation: Boosting LLMs with External Knowledge SemEval 2025 WojoodOntology: Ontology-Driven LLM Prompting for Unified Information Extraction Tasks EMNLP 2025 WojoodRelations: Arabic Relation Extraction Corpus and Modeling EMNLP 2025 Zero-Shot ATC Coding with Large Language Models for Clinical Assessments NAACL 2025 Achieving Human Parity in Content-Grounded Datasets Generation ICLR 2024 A Concise Report of the 7th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text EACL 2024