Information Extraction

Vision Language Model Helps Private Information De-Identification in Vision Data ACL 2025 Visual Representations of Temporal Relations between Events and Time Expressions in News Stories ACL 2025 VMWE identification with models trained on GUD (a UDv.2 treebank of Standard Modern Greek) NAACL 2025 VP-MEL: Visual Prompts Guided Multimodal Entity Linking ACL 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 WordWiz at SemEval-2025 Task 10: Optimizing Narrative Extraction in Multilingual News via Fine-Tuned Language Models SemEval 2025 xCoRe: Cross-context Coreference Resolution EMNLP 2025 XFormParser: A Simple and Effective Multimodal Multilingual Semi-structured Form Parser COLING 2025 Zero-Shot ATC Coding with Large Language Models for Clinical Assessments NAACL 2025 Zero-Shot Cross-Sentential Scientific Relation Extraction via Entity-Guided Summarization AACL 2025 Zero-Shot Entailment Learning for Ontology-Based Biomedical Annotation Without Explicit Mentions COLING 2025 Zero-Shot Learning for Materials Science Texts: Leveraging Duck Typing Principles AAAI 2025 ZOGRASCOPE: A New Benchmark for Semantic Parsing over Property Graphs EMNLP 2025 A Benchmark for Recipe Understanding in Artificial Agents COLING 2024 A Comprehensive Survey on Document-Level Information Extraction EMNLP 2024 A Concise Report of the 7th Workshop on Challenges and Applications of Automated Extraction of Socio-political Events from Text EACL 2024 A Cost-Efficient Modular Sieve for Extracting Product Information from Company Websites EMNLP 2024 ActionIE: Action Extraction from Scientific Literature with Programming Languages ACL 2024 A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages COLING 2024 ADE Oracle at #SMM4H 2024: A Two-Stage NLP System for Extracting and Normalizing Adverse Drug Events from Tweets ACL 2024 A Dual-Way Enhanced Framework from Text Matching Point of View for Multimodal Entity Linking AAAI 2024