← Applications
Natural Language Processing › Applications ›

Information Extraction

3209 directly classified papers

Papers per year

Papers

Smart “Chef”: Verifying the Effect of Role-based Paraphrasing for Aspect Term Extraction EMNLP 2023
Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning EMNLP 2023
DSP: Discriminative Soft Prompts for Zero-Shot Entity and Relation Extraction ACL 2023
NCUEE-NLP at SemEval-2023 Task 8: Identifying Medical Causal Claims and Extracting PIO Frames Using the Transformer Models ACL 2023
Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names ACL 2023
Probing Graph Decomposition for Argument Pair Extraction ACL 2023
Biomedical Relation Extraction with Entity Type Markers and Relation-specific Question Answering ACL 2023
End-to-end clinical temporal information extraction with multi-head attention ACL 2023
Extracting Drug-Drug and Protein-Protein Interactions from Text using a Continuous Update of Tree-Transformers ACL 2023
How Much do Knowledge Graphs Impact Transformer Models for Extracting Biomedical Events? ACL 2023
Constructing Code-mixed Universal Dependency Forest for Unbiased Cross-lingual Relation Extraction ACL 2023
Multi-Source (Pre-)Training for Cross-Domain Measurement, Unit and Context Extraction ACL 2023
Event Extraction as Question Generation and Answering ACL 2023
Discriminative Reasoning with Sparse Event Representation for Document-level Event-Event Relation Extraction ACL 2023
DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science Articles ACL 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023
Distantly Supervised Course Concept Extraction in MOOCs with Academic Discipline ACL 2023
Towards Integration of Discriminability and Robustness for Document-Level Relation Extraction EACL 2023
TAGPRIME: A Unified Framework for Relational Structure Extraction ACL 2023
DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction EMNLP 2023
Learning with Partial Annotations for Event Detection ACL 2023
Trigger-Argument based Explanation for Event Detection ACL 2023
MasonNLP+ at SemEval-2023 Task 8: Extracting Medical Questions, Experiences and Claims from Social Media using Knowledge-Augmented Pre-trained Language Models ACL 2023
AnaMeta: A Table Understanding Dataset of Field Metadata Knowledge Shared by Multi-dimensional Data Analysis Tasks ACL 2023
FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery ACL 2023