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

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