Information Extraction

Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison EMNLP 2023 Best of Both Worlds: Towards Improving Temporal Knowledge Base Question Answering via Targeted Fact Extraction EMNLP 2023 Beyond The Text: Analysis of Privacy Statements through Syntactic and Semantic Role Labeling EMNLP 2023 BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance EMNLP 2023 BioFEG: Generate Latent Features for Biomedical Entity Linking EMNLP 2023 Biomedical Named Entity Recognition via Dictionary-based Synonym Generalization EMNLP 2023 Biomedical Relation Extraction with Entity Type Markers and Relation-specific Question Answering ACL 2023 BiSPN: Generating Entity Set and Relation Set Coherently in One Pass EMNLP 2023 Boosting Event Extraction with Denoised Structure-to-Text Augmentation ACL 2023 Bootstrapping Neural Relation and Explanation Classifiers ACL 2023 Bridging the Gap between Native Text and Translated Text through Adversarial Learning: A Case Study on Cross-Lingual Event Extraction EACL 2023 Building a Corpus for Biomedical Relation Extraction of Species Mentions ACL 2023 Calibrated Seq2seq Models for Efficient and Generalizable Ultra-fine Entity Typing EMNLP 2023 Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction? ACL 2023 Causal Inference from Text: Unveiling Interactions between Variables EMNLP 2023 Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction EMNLP 2023 ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules ICCV 2023 CHEER: Centrality-aware High-order Event Reasoning Network for Document-level Event Causality Identification ACL 2023 Chinese Metaphorical Relation Extraction EMNLP 2023 Class-Adaptive Self-Training for Relation Extraction with Incompletely Annotated Training Data ACL 2023 Coarse-to-fine Few-shot Learning for Named Entity Recognition ACL 2023 Code4Struct: Code Generation for Few-Shot Event Structure Prediction ACL 2023 CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors ACL 2023 COFFEE: A Contrastive Oracle-Free Framework for Event Extraction ACL 2023 Coherent Entity Disambiguation via Modeling Topic and Categorical Dependency EMNLP 2023