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Cross-Thought for Sentence Encoder Pre-training

Oct 07, 2020
Shuohang Wang, Yuwei Fang, Siqi Sun, Zhe Gan, Yu Cheng, Jing Jiang, Jingjing Liu

* Accepted by EMNLP 2020 

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Contrastive Distillation on Intermediate Representations for Language Model Compression

Sep 29, 2020
Siqi Sun, Zhe Gan, Yu Cheng, Yuwei Fang, Shuohang Wang, Jingjing Liu

* Accepted by EMNLP 2020 

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FILTER: An Enhanced Fusion Method for Cross-lingual Language Understanding

Sep 17, 2020
Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu

* Top-1 Performance on XTREME (https://sites.research.google/xtreme, September 8, 2020) and XGLUE (https://microsoft.github.io/XGLUE, September 14, 2020) benchmark 

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Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding

Sep 13, 2020
Shuohang Wang, Luowei Zhou, Zhe Gan, Yen-Chun Chen, Yuwei Fang, Siqi Sun, Yu Cheng, Jingjing Liu

* 10 pages 

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Accelerating Real-Time Question Answering via Question Generation

Sep 10, 2020
Yuwei Fang, Shuohang Wang, Zhe Gan, Siqi Sun, Jingjing Liu


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Unsupervised and Supervised Structure Learning for Protein Contact Prediction

Aug 31, 2020
Siqi Sun

* PhD Thesis 

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Hierarchical Graph Network for Multi-hop Question Answering

Nov 09, 2019
Yuwei Fang, Siqi Sun, Zhe Gan, Rohit Pillai, Shuohang Wang, Jingjing Liu


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DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation

Nov 01, 2019
Yizhe Zhang, Siqi Sun, Michel Galley, Yen-Chun Chen, Chris Brockett, Xiang Gao, Jianfeng Gao, Jingjing Liu, Bill Dolan


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FreeLB: Enhanced Adversarial Training for Language Understanding

Oct 05, 2019
Chen Zhu, Yu Cheng, Zhe Gan, Siqi Sun, Tom Goldstein, Jingjing Liu


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Patient Knowledge Distillation for BERT Model Compression

Aug 25, 2019
Siqi Sun, Yu Cheng, Zhe Gan, Jingjing Liu

* Accepted to EMNLP 2019 

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Microsoft Dialogue Challenge: Building End-to-End Task-Completion Dialogue Systems

Sep 14, 2018
Xiujun Li, Yu Wang, Siqi Sun, Sarah Panda, Jingjing Liu, Jianfeng Gao

* SLT 2018 Special Session: http://www.slt2018.org/news/ 

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Accurate De Novo Prediction of Protein Contact Map by Ultra-Deep Learning Model

Nov 27, 2016
Sheng Wang, Siqi Sun, Zhen Li, Renyu Zhang, Jinbo Xu

* PLoS Comput Biol 13(1): e1005324, 2017 

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Graphical Model Sketch

Jul 18, 2016
Branislav Kveton, Hung Bui, Mohammad Ghavamzadeh, Georgios Theocharous, S. Muthukrishnan, Siqi Sun

* Proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases 

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Learning Nonparametric Forest Graphical Models with Prior Information

May 25, 2016
Yuancheng Zhu, Zhe Liu, Siqi Sun


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AUC-maximized Deep Convolutional Neural Fields for Sequence Labeling

Nov 19, 2015
Sheng Wang, Siqi Sun, Jinbo Xu

* Under review as a conference paper at ICLR 2016 

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Learning Scale-Free Networks by Dynamic Node-Specific Degree Prior

Jun 18, 2015
Qingming Tang, Siqi Sun, Jinbo Xu


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