Publication InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training Zewen Chi, Li Dong, Furu Wei, Nan Yang, Saksham Singhal, Wenhui Wang, Xia Song, Xian-Ling Mao, Heyan Huang, Ming Zhou June 2021
Publication Consistency Regularization for Cross-Lingual Fine-Tuning Bo Zheng, Li Dong, Shaohan Huang, Wenhui Wang, Zewen Chi, Saksham Singhal, Wanxiang Che, Ting Liu, Xia Song, Furu Wei ACL-IJCNLP 2021 | June 2021
Publication Predicting Unreliable Predictions by Shattering a Neural Network Xu Ji, Razvan Pascanu, Devon Hjelm, Andrea Vedaldi, Balaji Lakshminarayanan, Yoshua Bengio June 2021 arXiv | June 2021
Publication American Politicians Diverge Systematically, Indian Politicians do so Chaotically: Text Embeddings as a Window into Party Polarization Amar Budhiraja, Ankur Sharma, Rahul Agrawal, Monojit Choudhury, Joyojeet Pal Proceedings of the International AAAI Conference on Web and Social Media | June 2021 Project
Publication Speech Quality Assessment in Crowdsourcing: Comparison Category Rating Method Babak Naderi, Sebastian Moller, Ross Cutler Quality of Multimedia Experience | June 2021
Publication Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment Zewen Chi, Li Dong, Bo Zheng, Shaohan Huang, Xian-Ling Mao, Heyan Huang, Furu Wei ACL-IJCNLP 2021 | June 2021
Publication Enhancing Factual Consistency of Abstractive Summarization Chenguang Zhu, William Hinthorn, Ruochen Xu, Qingkai Zeng, Michael Zeng, Xuedong Huang, Meng Jiang North American Chapter of the Association for Computational Linguistics (NAACL) 2021 | June 2021
Publication SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding Yu-An Chung, Chenguang Zhu, Michael Zeng North American Chapter of the Association for Computational Linguistics (NAACL) 2021 | June 2021
Publication Towards Efficient Models for Real-Time Deep Noise Suppression Sebastian Braun, Hannes Gamper, Chandan K A Reddy, Ivan Tashev 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | June 2021 Project
Publication Robust Knowledge Graph Completion with Stacked Convolutions and a Student Re-Ranking Network Justin Lovelace, Denis Newman-Griffis, Shikhar Vashishth, Jill Fain Lehman, Carolyn Penstein Rosé ACL-IJCNLP 2021 | June 2021