← Applications
Natural Language Processing › Applications ›

Information Extraction

3209 directly classified papers

Papers per year

Papers

Multi-Defendant Legal Judgment Prediction via Hierarchical Reasoning EMNLP 2023
FSUIE: A Novel Fuzzy Span Mechanism for Universal Information Extraction ACL 2023
Comparative evaluation of boundary-relaxed annotation for Entity Linking performance ACL 2023
Smart “Chef”: Verifying the Effect of Role-based Paraphrasing for Aspect Term Extraction EMNLP 2023
Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children’s Fairy Tales ACL 2023
GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles ACL 2023
Event Causality Extraction via Implicit Cause-Effect Interactions EMNLP 2023
When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications ACL 2023
DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction EMNLP 2023
Discourse Structures Guided Fine-grained Propaganda Identification EMNLP 2023
Three Stream Based Multi-level Event Contrastive Learning for Text-Video Event Extraction EMNLP 2023
DebateKG – Automatic Policy Debate Case Creation with Semantic Knowledge Graphs EMNLP 2023
Beyond The Text: Analysis of Privacy Statements through Syntactic and Semantic Role Labeling EMNLP 2023
GLEN: General-Purpose Event Detection for Thousands of Types EMNLP 2023
Event-Location Tracking in Narratives: A Case Study on Holocaust Testimonies EMNLP 2023
Linking Surface Facts to Large-Scale Knowledge Graphs EMNLP 2023
Identifying Informational Sources in News Articles EMNLP 2023
Lazy-k Decoding: Constrained Decoding for Information Extraction EMNLP 2023
PromptNER: Prompt Locating and Typing for Named Entity Recognition 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
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