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Tue 7:00 On Variational Learning of Controllable Representations for Text without Supervision
Peng Xu · Jackie Chi Kit Cheung · Yanshuai Cao
Tue 7:00 Scalable Nearest Neighbor Search for Optimal Transport
Arturs Backurs · Yihe Dong · Piotr Indyk · Ilya Razenshteyn · Tal Wagner
Tue 8:00 PoWER-BERT: Accelerating BERT Inference via Progressive Word-vector Elimination
Saurabh Goyal · Anamitra Roy Choudhury · Saurabh Raje · Venkatesan Chakaravarthy · Yogish Sabharwal · Ashish Verma
Tue 8:00 An EM Approach to Non-autoregressive Conditional Sequence Generation
Zhiqing Sun · Yiming Yang
Tue 9:00 Retrieval Augmented Language Model Pre-Training
Kelvin Guu · Kenton Lee · Zora Tung · Panupong Pasupat · Mingwei Chang
Tue 9:00 Description Based Text Classification with Reinforcement Learning
Duo Chai · Wei Wu · Qinghong Han · Fei Wu · Jiwei Li
Tue 9:00 Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation
Wenxian Shi · Hao Zhou · Ning Miao · Lei Li
Tue 9:00 Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning
Qing Li · Siyuan Huang · Yining Hong · Yixin Chen · Ying Nian Wu · Song-Chun Zhu
Tue 10:00 How recurrent networks implement contextual processing in sentiment analysis
Niru Maheswaranathan · David Sussillo
Tue 10:00 Train Big, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers
Zhuohan Li · Eric Wallace · Sheng Shen · Kevin Lin · Kurt Keutzer · Dan Klein · Joseph Gonzalez
Tue 10:00 XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation
Junjie Hu · Sebastian Ruder · Aditya Siddhant · Graham Neubig · Orhan Firat · Melvin Johnson
Tue 11:00 Explainable and Discourse Topic-aware Neural Language Understanding
Yatin Chaudhary · Hinrich Schuetze · Pankaj Gupta