NAACL 2022事件相关(事件抽取、事件关系抽取、事件预测等)论文汇总

NAACL 2022事件抽取相关(事件抽取、事件关系抽取、事件预测等)论文汇总，后续会更新全部的论文讲解。

Event Extraction

• RAAT: Relation-Augmented Attention Transformer for Relation Modeling in Document-Level Event Extraction
• DEGREE: A Data-Efficient Generation-Based Event Extraction Model

Event Detection

• Cross-Lingual Event Detection via Optimized Adversarial Training
• Zero-Shot Event Detection Based on Ordered Contrastive Learning and Prompt-Based Prediction
• Event Detection for Suicide Understanding

Event Argument Extraction

• A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction
• Document-Level Event Argument Extraction by Leveraging Redundant Information and Closed Boundary Loss
• EA${}^2$E: Improving Consistency with Event Awareness for Document-Level Argument Extraction
• Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning

Event Coreference Resolution

• Contrastive Representation Learning for Cross-Document Coreference Resolution of Events and Entities

Event Schema Induction

• Event Schema Induction with Double Graph Autoencoders

Event Temporal Relations

• Extracting Temporal Event Relation with Syntax-guided Graph Transformer

Dataset

• ScAN: Suicide Attempt and Ideation Events Dataset
• MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection
• DocEE: A Large-Scale and Fine-grained Benchmark for Document-level Event Extraction

Information Extraction

• Joint Extraction of Entities, Relations, and Events via Modeling Inter-Instance and Inter-Label Dependencies

misinformation detection

• Cross-document Misinformation Detection based on Event Graph Reasoning

Other

• Go Back in Time: Generating Flashbacks in Stories with Event Plots and Temporal Prompts