Unsupervised Event Chain Mining from Multiple Documents

Author:

Jiao Yizhu1ORCID,Zhong Ming1ORCID,Shen Jiaming2ORCID,Zhang Yunyi1ORCID,Zhang Chao3ORCID,Han Jiawei1ORCID

Affiliation:

1. University of Illinois Urbana-Champaign, USA

2. Google Research, USA

3. Georgia Institute of Technology, USA

Funder

DARPA INCAS Program

NSF (National Science Foundation)

DARPA KAIROS Program

National Science Foundation

Publisher

ACM

Reference50 articles.

1. H Porter Abbott . 2020. The Cambridge introduction to narrative . Cambridge University Press . H Porter Abbott. 2020. The Cambridge introduction to narrative. Cambridge University Press.

2. Wasi Uddin Ahmad , Nanyun Peng , and Kai-Wei Chang . 2021 . GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction. In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021. AAAI Press , 12462–12470. https://ojs.aaai.org/index.php/AAAI/article/view/17478 Wasi Uddin Ahmad, Nanyun Peng, and Kai-Wei Chang. 2021. GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction. In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021. AAAI Press, 12462–12470. https://ojs.aaai.org/index.php/AAAI/article/view/17478

3. Collin  F. Baker , Charles  J. Fillmore , and John  B. Lowe . 1998. The Berkeley FrameNet Project . In 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, COLING-ACL ’98 , August 10-14, 1998 , Université de Montréal, Montréal, Quebec , Canada. Proceedings of the Conference, Christian Boitet and Pete Whitelock (Eds.). Morgan Kaufmann Publishers / ACL , 86–90. https://doi.org/10.3115/980845.980860 10.3115/980845.980860 Collin F. Baker, Charles J. Fillmore, and John B. Lowe. 1998. The Berkeley FrameNet Project. In 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, COLING-ACL ’98, August 10-14, 1998, Université de Montréal, Montréal, Quebec, Canada. Proceedings of the Conference, Christian Boitet and Pete Whitelock (Eds.). Morgan Kaufmann Publishers / ACL, 86–90. https://doi.org/10.3115/980845.980860

4. Modeling Biological Processes for Reading Comprehension

5. Tom Brown , Benjamin Mann , Nick Ryder , Melanie Subbiah , Jared  D Kaplan , Prafulla Dhariwal , Arvind Neelakantan , Pranav Shyam , Girish Sastry , Amanda Askell , 2020. Language models are few-shot learners. Advances in neural information processing systems 33 ( 2020 ), 1877–1901. Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, 2020. Language models are few-shot learners. Advances in neural information processing systems 33 (2020), 1877–1901.

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