ACL2021事件抽取及事件相关论文整理

ACL2021放榜啦！具体请看这里！

小编对其中事件抽取以及事件相关的论文整理如下:

事件检测(ED)

• Unleash GPT-2 Power for Event Detection
• OntoED: Low-resource Event Detection with Ontology Embedding
• Few-Shot Event Detection with Prototypical Amortized Conditional Random Field

事件抽取(EE)

• Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction
• CLEVE: Contrastive Pre-training for Event Extraction
• CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction
• Capturing Event Argument Interaction via A Bi-Directional Entity-Level Recurrent Decoder
• Trigger is Not Sufficient: Exploiting Frame-aware Knowledge for Implicit Event Argument Extraction

篇章事件抽取

• Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker

• Document-level Event Extraction via Parallel Prediction Networks

• Document-Level Event Argument Extraction via Optimal Transport

• MLBiNet: A Cross-Sentence Collective Event Detection Network

事件关系抽取

• Knowledge-Enriched Event Causality Identification via Latent Structure Induction Networks

• LearnDA: Learnable Knowledge-Guided Data Augmentation for Event Causality Identification

• From Discourse to Narrative: Knowledge Projection for Event Relation Extraction

事件同指消解

• Exploiting Document Structures and Cluster Consistencies for Event Coreference Resolution

预训练模型

• CLEVE: Contrastive Pre-training for Event Extraction
• Don’t Let Discourse Confine Your Model: Sequence Perturbations for Improved Event Language Models

低资源

• OntoED: Low-resource Event Detection with Ontology Embedding
• Zero-shot Event Extraction via Transfer Learning: Challenges and Insights
• Few-Shot Event Detection with Prototypical Amortized Conditional Random Field

其他

• Conditional Generation of Temporally-ordered Event Sequences
• ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data
• Event Graph Knowledge Enhanced Explainable Causal Reasoning
• Learning Event Graph Knowledge for Abductive Reasoning
• The Possible, the Plausible, and the Desirable: Event-Based Modality Detection for Language Processing