Information Extraction

SRF: Enhancing Document-Level Relation Extraction with a Novel Secondary Reasoning Framework EMNLP 2024 STable: Table Generation Framework for Encoder-Decoder Models EACL 2024 STAR: Boosting Low-Resource Information Extraction by Structure-to-Text Data Generation with Large Language Models AAAI 2024 Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs ACL 2024 Struc-Bench: Are Large Language Models Good at Generating Complex Structured Tabular Data? NAACL 2024 Structuring Sustainability Reports for Environmental Standards with LLMs guided by Ontology ACL 2024 Studying Language Variation Considering the Re-Usability of Modern Theories, Tools and Resources for Annotating Explicit and Implicit Events in Centuries Old Text NAACL 2024 Synergetic Event Understanding: A Collaborative Approach to Cross-Document Event Coreference Resolution with Large Language Models ACL 2024 Synergetic Interaction Network with Cross-task Attention for Joint Relational Triple Extraction COLING 2024 Synergistic Anchored Contrastive Pre-training for Few-Shot Relation Extraction AAAI 2024 Synthesizing Text-to-SQL Data from Weak and Strong LLMs ACL 2024 Synthetic Context with LLM for Entity Linking from Scientific Tables ACL 2024 TacoERE: Cluster-aware Compression for Event Relation Extraction COLING 2024 TACT: Advancing Complex Aggregative Reasoning with Information Extraction Tools NeurIPS 2024 Targeted Augmentation for Low-Resource Event Extraction NAACL 2024 Team NLPeers at Chemotimelines 2024: Evaluation of two timeline extraction methods, can generative LLM do it all or is smaller model fine-tuning still relevant ? NAACL 2024 Team Yseop at #SMM4H 2024: Multilingual Pharmacovigilance Named Entity Recognition and Relation Extraction ACL 2024 Temporal Validity Change Prediction ACL 2024 Text2DB: Integration-Aware Information Extraction with Large Language Model Agents ACL 2024 Text2NKG: Fine-Grained N-ary Relation Extraction for N-ary relational Knowledge Graph Construction NeurIPS 2024 text2story: A Python Toolkit to Extract and Visualize Story Components of Narrative Text COLING 2024 Text2Story Lusa: A Dataset for Narrative Analysis in European Portuguese News Articles COLING 2024 TextEE: Benchmark, Reevaluation, Reflections, and Future Challenges in Event Extraction ACL 2024 Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction EMNLP 2024 The dbpedia R Package: An Integrated Workflow for Entity Linking (for ParlaMint Corpora) COLING 2024