Learning Through Interpolative Augmentation of Dynamic Curvature Spaces

Author:

Chhabra Parth1ORCID,Neerkaje Atula Tejaswi2ORCID,Agarwal Shivam3ORCID,Sawhney Ramit4ORCID,Thakkar Megh5ORCID,Nakov Preslav4ORCID,Chava Sudheer6ORCID

Affiliation:

1. Indraprastha Institute of Information Technology, Delhi, Delhi, India

2. Manipal Institute of Technology, Manipal, India

3. University of Illinois at Urbana-Champaign, Urbana, IL, USA

4. Mohamed bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE

5. BITS, Pilani, Pilani, India

6. Georgia Institute of Technology, Atlanta, GA, USA

Publisher

ACM

Reference30 articles.

1. Nuha Albadi , Maram Kurdi , and Shivakant Mishra . 2018 . Are they Our Brothers? Analysis and Detection of Religious Hate Speech in the Arabic Twittersphere. In 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM). 69--76 . https://doi.org/10.1109/ASONAM.2018.8508247 10.1109/ASONAM.2018.8508247 Nuha Albadi, Maram Kurdi, and Shivakant Mishra. 2018. Are they Our Brothers? Analysis and Detection of Religious Hate Speech in the Arabic Twittersphere. In 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM). 69--76. https://doi.org/10.1109/ASONAM.2018.8508247

2. MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

3. 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/N 19 - 1423 10.18653/v1 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

4. Data Augmentation for Deep Graph Learning

5. Octavian Ganea , Gary Bécigneul , and Thomas Hofmann . 2018a. Hyperbolic neural networks. Advances in neural information processing systems , Vol. 31 ( 2018 ). Octavian Ganea, Gary Bécigneul, and Thomas Hofmann. 2018a. Hyperbolic neural networks. Advances in neural information processing systems, Vol. 31 (2018).

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