Siqi Sun

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Microsoft

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I am mainly interested in machine learning, deep leanring and NLP. More specifically, commonsensen reasoning, knowledge graph, machine reading comprehension and dialog response generation.

Papers25 papers

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Cross Thought for Sentence Encoder Pre training

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

EMNLP 2020, pp.412-421, (2020)

Bibtex

Contrastive Distillation on Intermediate Representations for Language Model Compression

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

EMNLP 2020, pp.498-508, (2020)

Bibtex

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

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

Bibtex

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

Yuwei Fang,Shuohang Wang,Zhe Gan,Siqi Sun,Jingjing Liu

Bibtex

Accelerating Real-Time Question Answering via Question Generation

Yuwei Fang,Shuohang Wang,Zhe Gan,Siqi Sun,Jingjing Liu

Bibtex

Hierarchical Graph Network for Multi hop Question Answering

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

EMNLP 2020, pp.8823-8838, (2020)

Cited by15Bibtex

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

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

ACL, pp.270-278, (2020)

Cited by36EIBibtex

FreeLB: Enhanced Adversarial Training for Language Understanding

Chen Zhu,Yu Cheng,Zhe Gan,Siqi Sun,Thomas Goldstein

international conference on learning representations, (2020)

Cited by13Bibtex

FreeLB: Enhanced Adversarial Training for Natural Language Understanding

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

ICLR, (2020)

Cited by44EIBibtex

FreeLB: Enhanced Adversarial Training for Natural Language Understanding

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

ICLR, (2019)

Cited by14EIBibtex

Patient Knowledge Distillation for BERT Model Compression

Siqi Sun,Yu Cheng,Zhe Gan, Jingjing Liu

EMNLP/IJCNLP (1), pp.4322-4331, (2019)

Cited by35EIBibtex

Learning Nonparametric Forest Graphical Models with Prior Information

Yuancheng Zhu,Zhe Liu,Siqi Sun

AISTATS, pp.672-680, (2017)

Cited by1EIBibtex

Analysis of deep learning methods for blind protein contact prediction in CASP12

Sheng Wang,Siqi Sun,Jinbo Xu

Proteins, (2017): 67-77

Cited by51WOSBibtex

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

Sheng Wang,Siqi Sun,Zhen Li, Renyu Zhang,Jinbo Xu

PLoS computational biology, no. 1 (2017): 1-36

Cited by346WOSEIBibtex

AUC-Maximized Deep Convolutional Neural Fields for Protein Sequence Labeling

Sheng Wang,Siqi Sun,Jinbo Xu

ECML/PKDD, (2016): 1-16

Cited by17EIWOSBibtex

Learning Scale-Free Networks by Dynamic Node Specific Degree Prior

Qingming Tang,Siqi Sun,Jinbo Xu

international conference on machine learning, pp.2247-2255, (2015)

Cited by10Bibtex

Predicting diverse M-best protein contact maps

Siqi Sun, Jianzhu Ma,Sheng Wang,Jinbo Xu

IEEE International Conference on Bioinformatics and Biomedicine, (2015)

EIBibtex

Learning structured densities via infinite dimensional exponential families

Siqi Sun,Mladen Kolar,Jinbo Xu

Annual Conference on Neural Information Processing Systems, (2015)

Cited by16EIBibtex

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

Qingming Tang,Siqi Sun,Jinbo Xu

International Conference on Machine Learning, (2015)

Cited by10EIBibtex

AUC-maximized Deep Convolutional Neural Fields for Sequence Labeling

Sheng Wang,Siqi Sun,Jinbo Xu

CoRR, (2015)

Cited by1EIBibtex

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Siqi SunBinding

Papers25 papers

Siqi Sun