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BERT4SO: Neural Sentence Ordering by Fine-tuning BERT


Apr 13, 2021
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Shengchao Liu, Yabo Ling, Pan Du


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Neural Sentence Ordering Based on Constraint Graphs


Jan 28, 2021
Yutao Zhu, Kun Zhou, Jian-Yun Nie, Shengchao Liu, Zhicheng Dou

* AAAI 2021 Camera Ready 

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Learning To Navigate The Synthetically Accessible Chemical Space Using Reinforcement Learning


May 20, 2020
Sai Krishna Gottipati, Boris Sattarov, Sufeng Niu, Yashaswi Pathak, Haoran Wei, Shengchao Liu, Karam M. J. Thomas, Simon Blackburn, Connor W. Coley, Jian Tang, Sarath Chandar, Yoshua Bengio

* added the statistics of top-100 compounds used logP metric with scaled components added values of the initial reactants to the box plots some values in tables are recalculated due to the inconsistent environments on different machines. corresponding benchmarks were rerun with the requirements on github. no significant changes in the results. corrected figures in the Appendix 

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Bad Global Minima Exist and SGD Can Reach Them


Jun 06, 2019
Shengchao Liu, Dimitris Papailiopoulos, Dimitris Achlioptas


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N-Gram Graph, A Novel Molecule Representation


Jun 24, 2018
Shengchao Liu, Thevaa Chandereng, Yingyu Liang


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ATOMO: Communication-efficient Learning via Atomic Sparsification


Jun 24, 2018
Hongyi Wang, Scott Sievert, Shengchao Liu, Zachary Charles, Dimitris Papailiopoulos, Stephen Wright


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