qolina/Paper-collection

Paper collection

Event Extraction

ACL 2022

• Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering
  Notes:
• Dynamic Prefix-Tuning for Generative Template-based Event Extraction
  Notes: ACE05 (55.5%)
• Dynamic Global Memory for Document-level Argument Extraction
  Notes: WikiEvents (58.78%), error analysis
• Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction
  Notes: ACE05 (72.7), RAMS (52.2), WikiEvents (65.3)
• MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities
  Notes: kg
• LEVEN: A Large-Scale Chinese Legal Event Detection Dataset
  Notes: data
• Document-Level Event Argument Extraction via Optimal Transport
  Notes: ACE (66.1), RAMS (80.9)

ACL 2021

• Document-Level Event Argument Extraction by Conditional Generation
  Notes: Bart-gen, WikiEvents

New type/label induction

• Extending Event Detection to New Types with Learning from Keywords
• Semi-supervised New Event Type Induction and Event Detection
• New Transfer Learning Techniques for Disparate Label Sets
• Named Entity Recognition for Novel Types by Transfer Learning