Information Extraction

Document-level Claim Extraction and Decontextualisation for Fact-Checking ACL 2024 Document-level Clinical Entity and Relation extraction via Knowledge Base-Guided Generation ACL 2024 Document-Level Event Extraction via Information Interaction Based on Event Relation and Argument Correlation COLING 2024 Does Pre-trained Language Model Actually Infer Unseen Links in Knowledge Graph Completion? NAACL 2024 Domain-aware and Co-adaptive Feature Transformation for Domain Adaption Few-shot Relation Extraction COLING 2024 Domain Transferable Semantic Frames for Expert Interview Dialogues COLING 2024 DrugWatch: A Comprehensive Multi-Source Data Visualisation Platform for Drug Safety Information ACL 2024 DuRE: Dual Contrastive Self Training for Semi-Supervised Relation Extraction NAACL 2024 DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG EMNLP 2024 EAVE: Efficient Product Attribute Value Extraction via Lightweight Sparse-layer Interaction EMNLP 2024 EDM3: Event Detection as Multi-task Text Generation NAACL 2024 Efficient Biomedical Entity Linking: Clinical Text Standardization with Low-Resource Techniques ACL 2024 Efficient Overshadowed Entity Disambiguation by Mitigating Shortcut Learning EMNLP 2024 Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards EMNLP 2024 EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records NeurIPS 2024 Emancipating Event Extraction from the Constraints of Long-Tailed Distribution Data Utilizing Large Language Models COLING 2024 EmoPrompt-ECPE: Emotion Knowledge-aware Prompt-tuning for Emotion-Cause Pair Extraction COLING 2024 Empirical Analysis of Dialogue Relation Extraction with Large Language Models IJCAI 2024 End-To-End Causal Effect Estimation from Unstructured Natural Language Data NeurIPS 2024 End-to-end Learning of Logical Rules for Enhancing Document-level Relation Extraction ACL 2024 End-to-End Relation Extraction of Pharmacokinetic Estimates from the Scientific Literature ACL 2024 Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development ACL 2024 Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild ACL 2024 Enhancing Low-Resource Relation Representations through Multi-View Decoupling AAAI 2024 Enriching the Metadata of Community-Generated Digital Content through Entity Linking: An Evaluative Comparison of State-of-the-Art Models EACL 2024