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Information Extraction

3209 directly classified papers

Papers per year

Papers

Learning to Extract Structured Entities Using Language Models EMNLP 2024
Event-Arguments Extraction Corpus and Modeling using BERT for Arabic ACL 2024
Contrastive Entity Coreference and Disambiguation for Historical Texts EMNLP 2024
Using Language Models to Disambiguate Lexical Choices in Translation EMNLP 2024
LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text EACL 2024
MiniConGTS: A Near Ultimate Minimalist Contrastive Grid Tagging Scheme for Aspect Sentiment Triplet Extraction EMNLP 2024
Integrating Structural Semantic Knowledge for Enhanced Information Extraction Pre-training EMNLP 2024
Financial Product Ontology Population with Large Language Models ACL 2024
Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective EMNLP 2024
“We Demand Justice!”: Towards Social Context Grounding of Political Texts EMNLP 2024
FORCE: A Benchmark Dataset for Foodborne Disease Outbreak and Recall Event Extraction from News ACL 2024
Overview of #SMM4H 2024 – Task 2: Cross-Lingual Few-Shot Relation Extraction for Pharmacovigilance in French, German, and Japanese ACL 2024
Challenges in End-to-End Policy Extraction from Climate Action Plans ACL 2024
STable: Table Generation Framework for Encoder-Decoder Models EACL 2024
Overview of the 9th Social Media Mining for Health Applications (#SMM4H) Shared Tasks at ACL 2024 – Large Language Models and Generalizability for Social Media NLP ACL 2024
Zero- and Few-Shots Knowledge Graph Triplet Extraction with Large Language Models ACL 2024
Dissecting Biases in Relation Extraction: A Cross-Dataset Analysis on People’s Gender and Origin ACL 2024
Ontology-guided Knowledge Graph Construction from Maintenance Short Texts ACL 2024
Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs ACL 2024
SDG target detection in environmental reports using Retrieval-augmented Generation with LLMs ACL 2024
PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming ACL 2024
Intervention extraction in preclinical animal studies of Alzheimer’s Disease: Enhancing regex performance with language model-based filtering ACL 2024
Extracting Epilepsy Patient Data with Llama 2 ACL 2024
MiDRED: An Annotated Corpus for Microbiome Knowledge Base Construction ACL 2024
Mention-Agnostic Information Extraction for Ontological Annotation of Biomedical Articles ACL 2024