Translation-Based Implicit Annotation Projection for Zero-Shot Cross-Lingual Event Argument Extraction

Author:

Lou Chenwei1,Gao Jun1,Yu Changlong2,Wang Wei3,Zhao Huan4,Tu Weiwei4,Xu Ruifeng1

Affiliation:

1. Harbin Institute of Technology (Shenzhen), Shenzhen, China

2. The Hong Kong University of Science and Technology, Hong Kong, Hong Kong

3. Tsinghua University, Beijing, China

4. 4Paradigm Inc, Beijing, China

Funder

Shenzhen Science and Technology Program

National Natural Science Foundation of China

the Shenzhen Foundational Research Funding

the Joint Lab of HITSZ and China Merchants Securities

Publisher

ACM

Reference38 articles.

1. Wasi Uddin Ahmad , Nanyun Peng , and Kai-Wei Chang . 2021 . GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction. In The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21) . Wasi Uddin Ahmad, Nanyun Peng, and Kai-Wei Chang. 2021. GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction. In The Thirty-Fifth AAAI Conference on Artificial Intelligence (AAAI-21).

2. Yubo Chen , Liheng Xu , Kang Liu , Daojian Zeng , and Jun Zhao . 2015. Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks . In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) . Association for Computational Linguistics , Beijing, China , 167--176. https://doi.org/10.3115/v1/P15--1017 Yubo Chen, Liheng Xu, Kang Liu, Daojian Zeng, and Jun Zhao. 2015. Event Extraction via Dynamic Multi-Pooling Convolutional Neural Networks. In Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). Association for Computational Linguistics, Beijing, China, 167--176. https://doi.org/10.3115/v1/P15--1017

3. Can one language bootstrap the other

4. Marco Cuturi . 2013. Sinkhorn distances: Lightspeed computation of optimal transport. Advances in neural information processing systems 26 ( 2013 ), 2292--2300. Marco Cuturi. 2013. Sinkhorn distances: Lightspeed computation of optimal transport. Advances in neural information processing systems 26 (2013), 2292--2300.

5. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding . In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , Volume 1 (Long and Short Papers). Association for Computational Linguistics, Minneapolis, Minnesota, 4171--4186. https://doi.org/10. 18653/v1/N19--1423 Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). Association for Computational Linguistics, Minneapolis, Minnesota, 4171--4186. https://doi.org/10.18653/v1/N19--1423

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