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INFINITY: A Simple Yet Effective Unsupervised Framework for Graph-Text Mutual Conversion


Sep 22, 2022
Yi Xu, Luoyi Fu, Zhouhan Lin, Jiexing Qi, Xinbing Wang


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Transkimmer: Transformer Learns to Layer-wise Skim


May 15, 2022
Yue Guan, Zhengyi Li, Jingwen Leng, Zhouhan Lin, Minyi Guo

* Published as a conference paper at ACL 2022 

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RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL


May 14, 2022
Jiexing Qi, Jingyao Tang, Ziwei He, Xiangpeng Wan, Chenghu Zhou, Xinbing Wang, Quanshi Zhang, Zhouhan Lin

* 9 pages, first version 

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Leveraging Unimodal Self-Supervised Learning for Multimodal Audio-Visual Speech Recognition


Mar 26, 2022
Xichen Pan, Peiyu Chen, Yichen Gong, Helong Zhou, Xinbing Wang, Zhouhan Lin

* ACL2022 Main Conference 

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Block-Skim: Efficient Question Answering for Transformer


Dec 16, 2021
Yue Guan, Zhengyi Li, Jingwen Leng, Zhouhan Lin, Minyi Guo, Yuhao Zhu

* Published as a conference paper at AAAI 2022 

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Incorporating External POS Tagger for Punctuation Restoration


Jun 12, 2021
Ning Shi, Wei Wang, Boxin Wang, Jinfeng Li, Xiangyu Liu, Zhouhan Lin

* Accepted to Interspeech 2021 

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Annotation Inconsistency and Entity Bias in MultiWOZ


May 29, 2021
Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar

* Accepted by SIGDIAL 2021 

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Reciprocal Supervised Learning Improves Neural Machine Translation


Dec 05, 2020
Minkai Xu, Mingxuan Wang, Zhouhan Lin, Hao Zhou, Weinan Zhang, Lei Li


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Exploiting Syntactic Structure for Better Language Modeling: A Syntactic Distance Approach


May 12, 2020
Wenyu Du, Zhouhan Lin, Yikang Shen, Timothy J. O'Donnell, Yoshua Bengio, Yue Zhang

* ACL20 

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Ordered Memory


Nov 03, 2019
Yikang Shen, Shawn Tan, Arian Hosseini, Zhouhan Lin, Alessandro Sordoni, Aaron Courville

* Published in NeurIPS 2019 

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