Information Extraction

NaRuto: Automatically Acquiring Planning Models from Narrative Texts AAAI 2024 NESTLE: a No-Code Tool for Statistical Analysis of Legal Corpus EACL 2024 NetZeroFacts: Two-Stage Emission Information Extraction from Company Reports COLING 2024 Newspaper Signaling for Crisis Prediction NAACL 2024 News Risk Alerting System (NRAS): A Data-Driven LLM Approach to Proactive Credit Risk Monitoring EMNLP 2024 NNOSE: Nearest Neighbor Occupational Skill Extraction EACL 2024 NYCU-NLP at SemEval-2024 Task 2: Aggregating Large Language Models in Biomedical Natural Language Inference for Clinical Trials SemEval 2024 NYULangone at Chemotimelines 2024: Utilizing Open-Weights Large Language Models for Chemotherapy Event Extraction NAACL 2024 OEE-CFC: A Dataset for Open Event Extraction from Chinese Financial Commentary EMNLP 2024 OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting EMNLP 2024 ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model ACL 2024 On the Robustness of Document-Level Relation Extraction Models to Entity Name Variations ACL 2024 On the Use of Silver Standard Data for Zero-shot Classification Tasks in Information Extraction COLING 2024 Ontology-guided Knowledge Graph Construction from Maintenance Short Texts ACL 2024 OpenDebateEvidence: A Massive-Scale Argument Mining and Summarization Dataset NeurIPS 2024 Open Event Causality Extraction by the Assistance of LLM in Task Annotation, Dataset, and Method COLING 2024 Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking ACL 2024 Optimizing Relation Extraction in Medical Texts through Active Learning: A Comparative Analysis of Trade-offs EACL 2024 Overview of #SMM4H 2024 – Task 2: Cross-Lingual Few-Shot Relation Extraction for Pharmacovigilance in French, German, and Japanese ACL 2024 Overview of the 2024 Shared Task on Chemotherapy Treatment Timeline Extraction NAACL 2024 Overview of the 9th Social Media Mining for Health Applications (#SMM4H) Shared Tasks at ACL 2024 – Large Language Models and Generalizability for Social Media NLP ACL 2024 Overview of the Fourth Workshop on Scholarly Document Processing ACL 2024 Overview of the MEDIQA-CORR 2024 Shared Task on Medical Error Detection and Correction NAACL 2024 PAGED: A Benchmark for Procedural Graphs Extraction from Documents ACL 2024 PhiloGPT: A Philology-Oriented Large Language Model for Ancient Chinese Manuscripts with Dunhuang as Case Study EMNLP 2024