Nan Duan
Nan Duan
Senior Principal Researcher, Microsoft Research
Verified email at - Homepage
Cited by
Cited by
Codebert: A pre-trained model for programming and natural languages
Z Feng, D Guo, D Tang, N Duan, X Feng, M Gong, L Shou, B Qin, T Liu, ...
arXiv preprint arXiv:2002.08155, 2020
Unicoder-vl: A universal encoder for vision and language by cross-modal pre-training
G Li, N Duan, Y Fang, M Gong, D Jiang
Proceedings of the AAAI Conference on Artificial Intelligence 34 (07), 11336 …, 2020
Graphcodebert: Pre-training code representations with data flow
D Guo, S Ren, S Lu, Z Feng, D Tang, S Liu, L Zhou, N Duan, ...
arXiv preprint arXiv:2009.08366, 2020
Prophetnet: Predicting future n-gram for sequence-to-sequence pre-training
W Qi, Y Yan, Y Gong, D Liu, N Duan, J Chen, R Zhang, M Zhou
arXiv preprint arXiv:2001.04063, 2020
K-adapter: Infusing knowledge into pre-trained models with adapters
R Wang, D Tang, N Duan, Z Wei, X Huang, G Cao, D Jiang, M Zhou
arXiv preprint arXiv:2002.01808, 2020
Codexglue: A machine learning benchmark dataset for code understanding and generation
S Lu, D Guo, S Ren, J Huang, A Svyatkovskiy, A Blanco, C Clement, ...
arXiv preprint arXiv:2102.04664, 2021
CLIP4Clip: An empirical study of CLIP for end to end video clip retrieval and captioning
H Luo, L Ji, M Zhong, Y Chen, W Lei, N Duan, T Li
Neurocomputing 508, 293-304, 2022
Question generation for question answering
N Duan, D Tang, P Chen, M Zhou
Proceedings of the 2017 conference on empirical methods in natural language …, 2017
Univl: A unified video and language pre-training model for multimodal understanding and generation
H Luo, L Ji, B Shi, H Huang, N Duan, T Li, J Li, T Bharti, M Zhou
arXiv preprint arXiv:2002.06353, 2020
Constraint-based question answering with knowledge graph
J Bao, N Duan, Z Yan, M Zhou, T Zhao
Proceedings of COLING 2016, the 26th international conference on …, 2016
Pretraining-based natural language generation for text summarization
H Zhang, J Xu, J Wang
arXiv preprint arXiv:1902.09243, 2019
Imagebert: Cross-modal pre-training with large-scale weak-supervised image-text data
D Qi, L Su, J Song, E Cui, T Bharti, A Sacheti
arXiv preprint arXiv:2001.07966, 2020
Building task-oriented dialogue systems for online shopping
Z Yan, N Duan, P Chen, M Zhou, J Zhou, Z Li
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
Knowledge-based question answering as machine translation
J Bao, N Duan, M Zhou, T Zhao
Proceedings of the 52nd Annual Meeting of the Association for Computational …, 2014
Question answering and question generation as dual tasks
D Tang, N Duan, T Qin, Z Yan, M Zhou
arXiv preprint arXiv:1706.02027, 2017
Unicoder: A universal language encoder by pre-training with multiple cross-lingual tasks
H Huang, Y Liang, N Duan, M Gong, L Shou, D Jiang, M Zhou
arXiv preprint arXiv:1909.00964, 2019
Visual question generation as dual task of visual question answering
Y Li, N Duan, B Zhou, X Chu, W Ouyang, X Wang, M Zhou
Proceedings of the IEEE conference on computer vision and pattern …, 2018
Graph-based reasoning over heterogeneous external knowledge for commonsense question answering
S Lv, D Guo, J Xu, D Tang, N Duan, M Gong, L Shou, D Jiang, G Cao, ...
Proceedings of the AAAI conference on artificial intelligence 34 (05), 8449-8456, 2020
Docchat: An information retrieval approach for chatbot engines using unstructured documents
Z Yan, N Duan, J Bao, P Chen, M Zhou, Z Li, J Zhou
Proceedings of the 54th Annual Meeting of the Association for Computational …, 2016
A tensorized transformer for language modeling
X Ma, P Zhang, S Zhang, N Duan, Y Hou, M Zhou, D Song
Advances in neural information processing systems 32, 2019
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