Information Extraction

LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text EACL 2024 LeGen: Complex Information Extraction from Legal sentences using Generative Models EMNLP 2024 Leveraging Approximate Pattern Matching with BERT for Event Detection EACL 2024 Leveraging ChatGPT in Pharmacovigilance Event Extraction: An Empirical Study EACL 2024 Leveraging Language Model Capabilities for Sound Event Detection Interspeech 2024 Leveraging Linguistically Enhanced Embeddings for Open Information Extraction COLING 2024 Leveraging LLMs and Web-based Visualizations for Profiling Bacterial Host Organisms and Genetic Toolboxes ACL 2024 Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection EACL 2024 Leveraging Prompt-Learning for Structured Information Extraction from Crohn’s Disease Radiology Reports in a Low-Resource Language NAACL 2024 Leveraging Wikidata for Biomedical Entity Linking in a Low-Resource Setting: A Case Study for German NAACL 2024 LexDrafter: Terminology Drafting for Legislative Documents Using Retrieval Augmented Generation COLING 2024 Linking Named Entities in Diderot’s Encyclopédie to Wikidata COLING 2024 LinkTransformer: A Unified Package for Record Linkage with Transformer Language Models ACL 2024 LLM as a metric critic for low resource relation identification EMNLP 2024 LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems NAACL 2024 LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications NAACL 2024 LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction ACL 2024 LMDX: Language Model-based Document Information Extraction and Localization ACL 2024 Locating Information Gaps and Narrative Inconsistencies Across Languages: A Case Study of LGBT People Portrayals on Wikipedia EMNLP 2024 LogicST: A Logical Self-Training Framework for Document-Level Relation Extraction with Incomplete Annotations EMNLP 2024 Looking Right is Sometimes Right: Investigating the Capabilities of Decoder-only LLMs for Sequence Labeling ACL 2024 MaintIE: A Fine-Grained Annotation Schema and Benchmark for Information Extraction from Maintenance Short Texts COLING 2024 Making LLMs as Fine-Grained Relation Extraction Data Augmentor IJCAI 2024 Making Pre-trained Language Models Better Continual Few-Shot Relation Extractors COLING 2024 MALADE: Orchestration of LLM-powered Agents with Retrieval Augmented Generation for Pharmacovigilance MLHC 2024