Few-Shot Zero-Shot EE.md

Few-Shot / Zero Shot EE

• ACL2018: Zero-Shot Transfer Learning for Event Extraction

  • Author:
  • url: https://www.aclweb.org/anthology/P18-1201/
  • Code:https://github.com/wilburOne/ZeroShotEvent
  • Keywords: Zero-Shot Transfer

• PAKDD2020: Exploiting the Matching Information in the Support Set for Few Shot Event Classification

  • Authors: Viet Lai, Franck Dernoncourt, Thien Huu Nguyen
  • url: https://arxiv.org/abs/2002.05295
  • Keywords: FewShot

• WSDM2020: Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection

  • Authors: Shumin Deng, Ningyu Zhang, Jiaojian Kang, Yichi Zhang, Wei Zhang, Huajun Chen
  • url: https://arxiv.org/abs/1910.11621
  • Code: https://github.com/231sm/Low_Resource_KBP

• ACL2020: Extensively Matching for Few-shot Learning Event Detection

  • Authors: Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen
  • url: https://www.aclweb.org/anthology/2020.nuse-1.5

• WWW2021: Taxonomy-aware Learning for Few-shot Event Detection

  • Authors: Jianming Zheng, Wanyu Chen, Wengqiang Lei and Honghui Chen
  • url: https://www2021.thewebconf.org/papers/taxonomy-aware-learning-for-few-shot-event-detection/

• ACL2021: OntoED: Low-resource Event Detection with Ontology Embedding

  • Authors: Shumin Deng, Ningyu Zhang, Luoqiu Li, Chen Hui, Tou Huaixiao, Mosha Chen, Fei Huang and Huajun Chen
  • url: https://arxiv.org/abs/2105.10922

• ACL2021-Findings: Few-Shot Event Detection with Prototypical Amortized Conditional Random Field

  • Authors: Xin Cong, Shiyao Cui, Bowen Yu, Tingwen Liu, Wang Yubin and Bin Wang
  • url: https://arxiv.org/abs/2012.02353

• ACL2021: Zero-shot Event Extraction via Transfer Learning: Challenges and Insights

  • Authors: Qing Lyu, Hongming Zhang, Elior Sulem and Dan Roth

• CIKM2021: Behind the Scenes: An Exploration of Trigger Biases Problem in Few-Shot Event Classification

  • Authors: Peiyi Wang, Runxin Xu, Tianyu Liu, Damai Dai, Baobao Chang, Zhifang Sui
  • url: https://dl.acm.org/doi/10.1145/3459637.3482236

• EMNLP2021: Honey or Poison? Solving the Trigger Curse in Few-shot Event Detection via Causal Intervention

  • Authors: Jiawei Chen, Hongyu Lin, Xianpei Han, Le Sun
  • url: https://aclanthology.org/2021.emnlp-main.637.pdf

• EMNLP2021: Learning Prototype Representations Across Few-Shot Tasks for Event Detection

  • Authors: Viet Lai, Franck Dernoncourt, Thien Huu Nguyen
  • url: https://aclanthology.org/2021.emnlp-main.427.pdf