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Information Extraction

3209 directly classified papers

Papers per year

Papers

DuRE: Dual Contrastive Self Training for Semi-Supervised Relation Extraction NAACL 2024
Topic-Oriented Open Relation Extraction with A Priori Seed Generation EMNLP 2024
TKGT: Redefinition and A New Way of Text-to-Table Tasks Based on Real World Demands and Knowledge Graphs Augmented LLMs EMNLP 2024
TRUE-UIE: Two Universal Relations Unify Information Extraction Tasks NAACL 2024
Entity Insertion in Multilingual Linked Corpora: The Case of Wikipedia EMNLP 2024
Unlocking the Power of Large Language Models for Entity Alignment ACL 2024
LinkTransformer: A Unified Package for Record Linkage with Transformer Language Models ACL 2024
Automatic Construction of a Large-Scale Corpus for Geoparsing Using Wikipedia Hyperlinks COLING 2024
Continual Few-shot Relation Extraction via Adaptive Gradient Correction and Knowledge Decomposition ACL 2024
Efficient Biomedical Entity Linking: Clinical Text Standardization with Low-Resource Techniques ACL 2024
Towards Better Graph-based Cross-document Relation Extraction via Non-bridge Entity Enhancement and Prediction Debiasing ACL 2024
CHisIEC: An Information Extraction Corpus for Ancient Chinese History COLING 2024
Improving Event Definition Following For Zero-Shot Event Detection ACL 2024
End-to-End Relation Extraction of Pharmacokinetic Estimates from the Scientific Literature ACL 2024
Optimal Transport Guided Correlation Assignment for Multimodal Entity Linking ACL 2024
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NIPS 2024
Optimizing Relation Extraction in Medical Texts through Active Learning: A Comparative Analysis of Trade-offs EACL 2024
Leveraging Wikidata for Biomedical Entity Linking in a Low-Resource Setting: A Case Study for German NAACL 2024
LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications NAACL 2024
Wonder at Chemotimelines 2024: MedTimeline: An End-to-End NLP System for Timeline Extraction from Clinical Narratives NAACL 2024
NYULangone at Chemotimelines 2024: Utilizing Open-Weights Large Language Models for Chemotherapy Event Extraction NAACL 2024
IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task on the Shoulders of Medical Agents NAACL 2024
Overview of the 2024 Shared Task on Chemotherapy Treatment Timeline Extraction NAACL 2024
Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors IJCAI 2024
CMNEE:A Large-Scale Document-Level Event Extraction Dataset Based on Open-Source Chinese Military News COLING 2024