Information Extraction

JobSkape: A Framework for Generating Synthetic Job Postings to Enhance Skill Matching EACL 2024 KAMEL: Knowledge Aware Medical Entity Linkage to Automate Health Insurance Claims Processing AAAI 2024 KET-QA: A Dataset for Knowledge Enhanced Table Question Answering COLING 2024 Keyword-based Annotation of Visually-Rich Document Content for Trend and Risk Analysis Using Large Language Models COLING 2024 Knowledge-Driven Cross-Document Relation Extraction ACL 2024 Knowledge Graph Extraction from Total Synthesis Documents ACL 2024 KnowledgeHub: An End-to-End Tool for Assisted Scientific Discovery IJCAI 2024 Knowledge-Powered Recommendation for an Improved Diet Water Footprint AAAI 2024 Knowledge Triplets Derivation from Scientific Publications via Dual-Graph Resonance COLING 2024 KPEval: Towards Fine-Grained Semantic-Based Keyphrase Evaluation ACL 2024 Language, OCR, Form Independent (LOFI) pipeline for Industrial Document Information Extraction EMNLP 2024 Large Language Models as Financial Data Annotators: A Study on Effectiveness and Efficiency COLING 2024 Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives ACL 2024 Large Language Models for Biomedical Knowledge Graph Construction: Information extraction from EMR notes ACL 2024 Large Language Models for Propaganda Span Annotation EMNLP 2024 Large Language Models for Scientific Information Extraction: An Empirical Study for Virology EACL 2024 Large Language Models-guided Dynamic Adaptation for Temporal Knowledge Graph Reasoning NeurIPS 2024 LayoutFormer: Hierarchical Text Detection Towards Scene Text Understanding CVPR 2024 LayoutPointer: A Spatial-Context Adaptive Pointer Network for Visual Information Extraction NAACL 2024 LC4EE: LLMs as Good Corrector for Event Extraction ACL 2024 Learning Label Dependencies for Visual Information Extraction IJCAI 2024 Learning Pattern-Based Extractors from Natural Language and Knowledge Graphs: Applying Large Language Models to Wikipedia and Linked Open Data AAAI 2024 Learning to Extract Structured Entities Using Language Models EMNLP 2024 Learning to Generate Rules for Realistic Few-Shot Relation Classification: An Encoder-Decoder Approach EMNLP 2024 LEEC for Judicial Fairness: A Legal Element Extraction Dataset with Extensive Extra-Legal Labels IJCAI 2024