Augmenting NLP Models with Commonsense Knowledge

Author:

Jiang MengORCID,Lin Bill Yuchen,Wang Shuohang,Xu Yichong,Yu Wenhao,Zhu ChenguangORCID

Publisher

Springer Nature Singapore

Reference45 articles.

1. Levesque, H.J., Davis, E., Morgenstern, L.: The winograd schema challenge. In: AAAI Spring Symposium: Logical Formalizations of Commonsense Reasoning (2011)

2. Bhakthavatsalam, S., Anastasiades, C., Clark, P.: Genericskb: a knowledge base of generic statements (2020). ArXiv, abs/2005.00660

3. Petroni, F., Rocktäschel, T., Lewis, P., Bakhtin, A., Wu, Y., Miller, A.H., Riedel, S.: Language models as knowledge bases? (2019) ArXiv, abs/1909.01066

4. Bosselut, A., Rashkin, H., Sap, M., Malaviya, C., Celikyilmaz, A., Choi, Y.: Comet: commonsense transformers for automatic knowledge graph construction. In Annual Meeting of the Association for Computational Linguistics (2019)

5. Sap, M., Le Bras, R., Allaway, E., Bhagavatula, C., Lourie, N., Rashkin, H., Roof, B., Smith, N.A., Choi, Y.: Atomic: an atlas of machine commonsense for if-then reasoning. In: Proceedings of the AAAI Conference on Artificial Intelligence, vol. 33, pp. 3027–3035 (2019)

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