publications

2018

  1. Sparse and Constrained Attention for Neural Machine Translation Malaviya, Chaitanya, Ferreira, Pedro, and Martins, André F. T. In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics 2018 [Abstract] [Slides]
  2. Neural Factor Graph Models for Cross-lingual Morphological Tagging Malaviya, Chaitanya, Gormley, Matthew R., and Neubig, Graham In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics 2018 [Abstract] [Slides] [Video]

2017

  1. Learning Language Representations for Typology Prediction Malaviya, Chaitanya, Neubig, Graham, and Littell, Patrick In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing 2017 [Abstract] [Poster]
  2. DyNet: The Dynamic Neural Network Toolkit Neubig, Graham, Dyer, Chris, Goldberg, Yoav, Matthews, Austin, Ammar, Waleed, Anastasopoulos, Antonios, Ballesteros, Miguel, Chiang, David, Clothiaux, Daniel, Cohn, Trevor, Duh, Kevin, Faruqui, Manaal, Gan, Cynthia, Garrette, Dan, Ji, Yangfeng, Kong, Lingpeng, Kuncoro, Adhiguna, Kumar, Gaurav, Malaviya, Chaitanya, Michel, Paul, Oda, Yusuke, Richardson, Matthew, Saphra, Naomi, Swayamdipta, Swabha, and Yin, Pengcheng ArXiv 2017 [Abstract]
  3. Building CMU Magnus from User Feedback Prabhumoye, Shrimai, Botros, Fadi, Chandu, Khyathi, Choudhary, Samridhi, Keni, Esha, Malaviya, Chaitanya, Manzini, Thomas, Pasumarthi, Rama, Poddar, Shivani, Ravichander, Abhilasha, and others, Alexa Prize Proceedings 2017 [Abstract]

2016

  1. Malaviya, C. (2016). Recommender System for Events with Hybrid Filtering and Ensemble Machine Learning. Bachelors’ Thesis, Nanyang Technological University. thesis.