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Information Extraction

3209 directly classified papers

Papers per year

Papers

A Benchmark for Recipe Understanding in Artificial Agents COLING 2024
KnowledgeHub: An End-to-End Tool for Assisted Scientific Discovery IJCAI 2024
Structuring Sustainability Reports for Environmental Standards with LLMs guided by Ontology ACL 2024
Understanding the Effects of Noise in Text-to-SQL: An Examination of the BIRD-Bench Benchmark ACL 2024
Prompt Me One More Time: A Two-Step Knowledge Extraction Pipeline with Ontology-Based Verification ACL 2024
Graph Neural Networks for End-to-End Information Extraction From Handwritten Documents WACV 2024
LEEC for Judicial Fairness: A Legal Element Extraction Dataset with Extensive Extra-Legal Labels IJCAI 2024
A Dataset for Pharmacovigilance in German, French, and Japanese: Annotating Adverse Drug Reactions across Languages COLING 2024
Text2DB: Integration-Aware Information Extraction with Large Language Model Agents ACL 2024
LogicST: A Logical Self-Training Framework for Document-Level Relation Extraction with Incomplete Annotations EMNLP 2024
Generalizing Clinical De-identification Models by Privacy-safe Data Augmentation using GPT-4 EMNLP 2024
Entity or Relation Embeddings? An Analysis of Encoding Strategies for Relation Extraction EMNLP 2024
Language, OCR, Form Independent (LOFI) pipeline for Industrial Document Information Extraction EMNLP 2024
MIT-KEC-NLP@DravidianLangTech-EACL 2024: Offensive Content Detection in Kannada and Kannada-English Mixed Text Using Deep Learning Techniques EACL 2024
The Future of Web Data Mining: Insights from Multimodal and Code-based Extraction Methods EACL 2024
Using Large Language Models (LLMs) to Extract Evidence from Pre-Annotated Social Media Data EACL 2024
Hypergraph based Understanding for Document Semantic Entity Recognition ACL 2024
Making LLMs as Fine-Grained Relation Extraction Data Augmentor IJCAI 2024
Projecting Annotations for Discourse Relations: Connective Identification for Low-Resource Languages EACL 2024
Financial Product Ontology Population with Large Language Models ACL 2024
Synthetic Context with LLM for Entity Linking from Scientific Tables ACL 2024
PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming ACL 2024
SRCB at #SMM4H 2024: Making Full Use of LLM-based Data Augmentation in Adverse Drug Event Extraction and Normalization ACL 2024
Zero- and Few-Shots Knowledge Graph Triplet Extraction with Large Language Models ACL 2024
Ontology-guided Knowledge Graph Construction from Maintenance Short Texts ACL 2024