Information Extraction

A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extraction COLING 2024 A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction EMNLP 2024 Asking and Answering Questions to Extract Event-Argument Structures COLING 2024 ASL STEM Wiki: Dataset and Benchmark for Interpreting STEM Articles EMNLP 2024 A Survey on Open Information Extraction from Rule-based Model to Large Language Model EMNLP 2024 A Thesis Proposal ClaimInspector Framework: A Hybrid Approach to Data Annotation using Fact-Checked Claims and LLMs EACL 2024 Attention Based Document-level Relation Extraction with None Class Ranking Loss IJCAI 2024 AttriSage: Product Attribute Value Extraction Using Graph Neural Networks EACL 2024 A Two-Agent Game for Zero-shot Relation Triplet Extraction ACL 2024 A Typology of Errors for User Utterances in Chatbots COLING 2024 Auto311: A Confidence-Guided Automated System for Non-emergency Calls AAAI 2024 AutoDSL: Automated domain-specific language design for structural representation of procedures with constraints ACL 2024 Automatically Extracting Numerical Results from Randomized Controlled Trials with Large Language Models MLHC 2024 Automatic Construction of a Large-Scale Corpus for Geoparsing Using Wikipedia Hyperlinks COLING 2024 Automatic sentence segmentation of clinical record narratives in real-world data EMNLP 2024 AutoRE: Document-Level Relation Extraction with Large Language Models ACL 2024 BAND: Biomedical Alert News Dataset AAAI 2024 BanglaAutoKG: Automatic Bangla Knowledge Graph Construction with Semantic Neural Graph Filtering COLING 2024 Basreh or Basra? Geoparsing Historical Locations in the Svoboda Diaries ACL 2024 BenchIE^FL: A Manually Re-Annotated Fact-Based Open Information Extraction Benchmark ACL 2024 Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction ACL 2024 Beyond the Numbers: Transparency in Relation Extraction Benchmark Creation and Leaderboards EMNLP 2024 Biomedical Entity Linking as Multiple Choice Question Answering COLING 2024 Biomedical Entity Linking for Dutch: Fine-tuning a Self-alignment BERT Model on an Automatically Generated Wikipedia Corpus COLING 2024 Bio-RFX: Refining Biomedical Extraction via Advanced Relation Classification and Structural Constraints EMNLP 2024