Knowledge-Augmented Methods for Natural Language Processing

Author:

Zhu Chenguang1ORCID,Xu Yichong1ORCID,Ren Xiang2ORCID,Lin Bill Yuchen2ORCID,Jiang Meng3ORCID,Yu Wenhao3ORCID

Affiliation:

1. Microsoft Cognitive Services Research, Bellevue, WA, USA

2. University of Southern California, Los Angeles, CA, USA

3. University of Notre Dame, Notre Dame, IN, USA

Funder

DARPA MCS program

ONR

NSF

Publisher

ACM

Reference54 articles.

1. Chandra Bhagavatula , Ronan Le Bras , Chaitanya Malaviya , Keisuke Sakaguchi , Ari Holtzman , Hannah Rashkin , Doug Downey , Wen-tau Yih, and Yejin Choi . 2020 . Abductive Commonsense Reasoning. In 8th International Conference on Learning Representations, ICLR 2020. Chandra Bhagavatula, Ronan Le Bras, Chaitanya Malaviya, Keisuke Sakaguchi, Ari Holtzman, Hannah Rashkin, Doug Downey, Wen-tau Yih, and Yejin Choi. 2020. Abductive Commonsense Reasoning. In 8th International Conference on Learning Representations, ICLR 2020.

2. Aaron Chan , Soumya Sanyal , Bo Long , Jiashu Xu , Tanishq Gupta , and Xiang Ren . 2021. SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning. ArXiv , Vol. abs/ 2104 .08793 ( 2021 ). Aaron Chan, Soumya Sanyal, Bo Long, Jiashu Xu, Tanishq Gupta, and Xiang Ren. 2021. SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning. ArXiv, Vol. abs/2104.08793 (2021).

3. Sumanth Dathathri , Andrea Madotto , Janice Lan , Jane Hung , Eric Frank , Piero Molino , Jason Yosinski , and Rosanne Liu . 2020 . Plug and Play Language Models: A Simple Approach to Controlled Text Generation . In 8th International Conference on Learning Representations. Sumanth Dathathri, Andrea Madotto, Janice Lan, Jane Hung, Eric Frank, Piero Molino, Jason Yosinski, and Rosanne Liu. 2020. Plug and Play Language Models: A Simple Approach to Controlled Text Generation. In 8th International Conference on Learning Representations.

4. Bhuwan Dhingra , Manzil Zaheer , Vidhisha Balachandran , Graham Neubig , Ruslan Salakhutdinov , and William W. Cohen . 2020. Differentiable Reasoning over a Virtual Knowledge Base . In 8th International Conference on Learning Representations, ICLR 2020 , Addis Ababa, Ethiopia, April 26--30 , 2020 . Bhuwan Dhingra, Manzil Zaheer, Vidhisha Balachandran, Graham Neubig, Ruslan Salakhutdinov, and William W. Cohen. 2020. Differentiable Reasoning over a Virtual Knowledge Base. In 8th International Conference on Learning Representations, ICLR 2020, Addis Ababa, Ethiopia, April 26--30, 2020.

5. Emily Dinan , Stephen Roller , Kurt Shuster , Angela Fan , Michael Auli , and Jason Weston . 2019 . Wizard of Wikipedia: Knowledge-Powered Conversational Agents. In 7th International Conference on Learning Representations. Emily Dinan, Stephen Roller, Kurt Shuster, Angela Fan, Michael Auli, and Jason Weston. 2019. Wizard of Wikipedia: Knowledge-Powered Conversational Agents. In 7th International Conference on Learning Representations.

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