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Poster
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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 |
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Poster
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Tue 8:00 |
An EM Approach to Non-autoregressive Conditional Sequence Generation Zhiqing Sun, Yiming Yang |
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Poster
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Tue 9:00 |
Retrieval Augmented Language Model Pre-Training Kelvin Guu, Kenton Lee, Zora Tung, Panupong Pasupat, Mingwei Chang |
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Poster
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Tue 9:00 |
Non-Autoregressive Neural Text-to-Speech Kainan Peng, Wei Ping, Zhao Song, Kexin Zhao |
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Poster
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Tue 9:00 |
Description Based Text Classification with Reinforcement Learning Duo Chai, Wei Wu, Qinghong Han, Fei Wu, Jiwei Li |
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Poster
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Tue 9:00 |
Dispersed Exponential Family Mixture VAEs for Interpretable Text Generation Wenxian Shi, Hao Zhou, Ning Miao, Lei Li |
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Poster
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Tue 10:00 |
How recurrent networks implement contextual processing in sentiment analysis Niru Maheswaranathan, David Sussillo |
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Poster
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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 |
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Poster
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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 |
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Poster
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Tue 11:00 |
Explainable and Discourse Topic-aware Neural Language Understanding Yatin Chaudhary, Hinrich Schuetze, Pankaj Gupta |
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Poster
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Tue 11:00 |
LowFER: Low-rank Bilinear Pooling for Link Prediction Saadullah Amin, Stalin Varanasi, Katherine Ann Dunfield, Günter Neumann |
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Poster
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Tue 12:00 |
Word-Level Speech Recognition With a Letter to Word Encoder Ronan Collobert, Awni Hannun, Gabriel Synnaeve |
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Poster
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Tue 14:00 |
Voice Separation with an Unknown Number of Multiple Speakers Eliya Nachmani, Yossi Adi, Lior Wolf |
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Poster
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Tue 15:00 |
Unsupervised Speech Decomposition via Triple Information Bottleneck Kaizhi Qian, Yang Zhang, Shiyu Chang, Mark Hasegawa-Johnson, David Cox |
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Poster
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Tue 18:00 |
On the Relation between Quality-Diversity Evaluation and Distribution-Fitting Goal in Text Generation Jianing Li, Yanyan Lan, Jiafeng Guo, Xueqi Cheng |
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Poster
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Wed 8:00 |
Adversarial Mutual Information for Text Generation Boyuan Pan, Yazheng Yang, Kaizhao Liang, Bhavya Kailkhura, Zhongming Jin, Xian-Sheng Hua, Deng Cai, Bo Li |
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Poster
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Wed 8:00 |
A Sequential Self Teaching Approach for Improving Generalization in Sound Event Recognition Anurag Kumar, Vamsi Krishna Ithapu |
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Poster
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Wed 9:00 |
Structural Language Models of Code Uri Alon, Roy Sadaka, Omer Levy, Eran Yahav |
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Poster
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Wed 12:00 |
Learning to Encode Position for Transformer with Continuous Dynamical Model Xuanqing Liu, Hsiang-Fu Yu, Inderjit Dhillon, Cho-Jui Hsieh |
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Poster
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Wed 13:00 |
Discriminative Adversarial Search for Abstractive Summarization Thomas Scialom, Paul-Alexis Dray, Sylvain Lamprier, Benjamin Piwowarski, Jacopo Staiano |
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Poster
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Wed 16:00 |
Graph-based, Self-Supervised Program Repair from Diagnostic Feedback Michihiro Yasunaga, Percy Liang |
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Poster
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Thu 6:00 |
Differentiable Product Quantization for End-to-End Embedding Compression Ting Chen, Lala Li, Yizhou Sun |
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Poster
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Thu 6:00 |
Calibration, Entropy Rates, and Memory in Language Models Mark Braverman, Xinyi Chen, Sham Kakade, Karthik Narasimhan, Cyril Zhang, Yi Zhang |
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Poster
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Thu 6:00 |
Deep Graph Random Process for Relational-Thinking-Based Speech Recognition Huang Hengguan, Fuzhao Xue, Hao Wang, Ye Wang |
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Poster
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Thu 8:00 |
Few-shot Relation Extraction via Bayesian Meta-learning on Relation Graphs Meng Qu, Tianyu Gao, Louis-Pascal Xhonneux, Jian Tang |
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Poster
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Thu 8:00 |
UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training Hangbo Bao, Li Dong, Furu Wei, Wenhui Wang, Nan Yang, Xiaodong Liu, Yu Wang, Jianfeng Gao, Songhao Piao, Ming Zhou, Hsiao-Wuen Hon |
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Poster
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Thu 9:00 |
WaveFlow: A Compact Flow-based Model for Raw Audio Wei Ping, Kainan Peng, Kexin Zhao, Zhao Song |
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Poster
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Thu 9:00 |
Aligned Cross Entropy for Non-Autoregressive Machine Translation Marjan Ghazvininejad, Vladimir Karpukhin, Luke Zettlemoyer, Omer Levy |
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Poster
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Thu 12:00 |
PowerNorm: Rethinking Batch Normalization in Transformers Sheng Shen, Zhewei Yao, Amir Gholaminejad, Michael Mahoney, Kurt Keutzer |
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Poster
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Thu 12:00 |
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Jingqing Zhang, Yao Zhao, Mohammad Saleh, Peter Liu |
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Poster
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Thu 13:00 |
Neural Topic Modeling with Continual Lifelong Learning Pankaj Gupta, Yatin Chaudhary, Thomas Runkler, Hinrich Schuetze |
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Poster
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Thu 17:00 |
Non-autoregressive Machine Translation with Disentangled Context Transformer Jungo Kasai, James Cross, Marjan Ghazvininejad, Jiatao Gu |