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An Interpretable Neuron Embedding for Static Knowledge Distillation


Nov 14, 2022
Wei Han, Yangqiming Wang, Christian Böhm, Junming Shao

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Accelerating RNN-T Training and Inference Using CTC guidance


Oct 29, 2022
Yongqiang Wang, Zhehuai Chen, Chengjian Zheng, Yu Zhang, Wei Han, Parisa Haghani

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* submitted to ICASSP 2023 

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MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences


Oct 23, 2022
Wei Han, Hui Chen, Min-Yen Kan, Soujanya Poria

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* Accepted as a long paper at EMNLP 2022 

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SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training


Oct 23, 2022
Hui Chen, Wei Han, Soujanya Poria

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* Accepted to EMNLP 2022 Findings 

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SANCL: Multimodal Review Helpfulness Prediction with Selective Attention and Natural Contrastive Learning


Sep 16, 2022
Wei Han, Hui Chen, Zhen Hai, Soujanya Poria, Lidong Bing

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* Accepted as a long paper at COLING 2022 

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DoubleMix: Simple Interpolation-Based Data Augmentation for Text Classification


Sep 12, 2022
Hui Chen, Wei Han, Diyi Yang, Soujanya Poria

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* Accepted to COLING 2022. 11 pages, 2 figures, 6 tables 

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Scaling Autoregressive Models for Content-Rich Text-to-Image Generation


Jun 22, 2022
Jiahui Yu, Yuanzhong Xu, Jing Yu Koh, Thang Luong, Gunjan Baid, Zirui Wang, Vijay Vasudevan, Alexander Ku, Yinfei Yang, Burcu Karagol Ayan, Ben Hutchinson, Wei Han, Zarana Parekh, Xin Li, Han Zhang, Jason Baldridge, Yonghui Wu

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* Preprint 

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Accented Speech Recognition: Benchmarking, Pre-training, and Diverse Data


May 16, 2022
Alëna Aksënova, Zhehuai Chen, Chung-Cheng Chiu, Daan van Esch, Pavel Golik, Wei Han, Levi King, Bhuvana Ramabhadran, Andrew Rosenberg, Suzan Schwartz, Gary Wang

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* 5 pages, 3 tables 

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Unsupervised Data Selection via Discrete Speech Representation for ASR


Apr 05, 2022
Zhiyun Lu, Yongqiang Wang, Yu Zhang, Wei Han, Zhehuai Chen, Parisa Haghani

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* Submitted to Interspeech 2022 

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