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Information Extraction

3209 directly classified papers

Papers per year

Papers

FAMuS: Frames Across Multiple Sources NAACL 2024
Struc-Bench: Are Large Language Models Good at Generating Complex Structured Tabular Data? NAACL 2024
FORCE: A Benchmark Dataset for Foodborne Disease Outbreak and Recall Event Extraction from News ACL 2024
SDG target detection in environmental reports using Retrieval-augmented Generation with LLMs ACL 2024
Clear Up Confusion: Advancing Cross-Domain Few-Shot Relation Extraction through Relation-Aware Prompt Learning NAACL 2024
Dissecting Biases in Relation Extraction: A Cross-Dataset Analysis on People’s Gender and Origin ACL 2024
Overview of the Fourth Workshop on Scholarly Document Processing ACL 2024
Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs ACL 2024
Zero- and Few-Shots Knowledge Graph Triplet Extraction with Large Language Models ACL 2024
Intervention extraction in preclinical animal studies of Alzheimer’s Disease: Enhancing regex performance with language model-based filtering ACL 2024
REXEL: An End-to-end Model for Document-Level Relation Extraction and Entity Linking NAACL 2024
Extracting Epilepsy Patient Data with Llama 2 ACL 2024
Mention-Agnostic Information Extraction for Ontological Annotation of Biomedical Articles ACL 2024
Informing climate risk analysis using textual information - A research agenda ACL 2024
Ontology-guided Knowledge Graph Construction from Maintenance Short Texts ACL 2024
Leveraging LLMs and Web-based Visualizations for Profiling Bacterial Host Organisms and Genetic Toolboxes ACL 2024
Graph Neural Networks for End-to-End Information Extraction From Handwritten Documents WACV 2024
REAL: A Retrieval-Augmented Entity Linking Approach for Biomedical Concept Recognition ACL 2024
LEEC for Judicial Fairness: A Legal Element Extraction Dataset with Extensive Extra-Legal Labels IJCAI 2024
On the Robustness of Document-Level Relation Extraction Models to Entity Name Variations ACL 2024
Is That the Right Dose? Investigating Generative Language Model Performance on Veterinary Prescription Text Analysis ACL 2024
Thinking about how to extract: Energizing LLMs’ emergence capabilities for document-level event argument extraction ACL 2024
MM-SOC: Benchmarking Multimodal Large Language Models in Social Media Platforms ACL 2024
A Thesis Proposal ClaimInspector Framework: A Hybrid Approach to Data Annotation using Fact-Checked Claims and LLMs EACL 2024
ONSEP: A Novel Online Neural-Symbolic Framework for Event Prediction Based on Large Language Model ACL 2024