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Daya Guo
Daya Guo
Verified email at mail2.sysu.edu.cn - Homepage
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Year
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
4632020
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
168*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
151*2021
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
1072020
Dialog-to-action: Conversational question answering over a large-scale knowledge base
D Guo, D Tang, N Duan, M Zhou, J Yin
Advances in Neural Information Processing Systems 31, 2018
922018
Multi-task learning for conversational question answering over a large-scale knowledge base
T Shen, X Geng, T Qin, D Guo, D Tang, N Duan, G Long, D Jiang
arXiv preprint arXiv:1910.05069, 2019
582019
Coupling retrieval and meta-learning for context-dependent semantic parsing
D Guo, D Tang, N Duan, M Zhou, J Yin
arXiv preprint arXiv:1906.07108, 2019
392019
Codebleu: a method for automatic evaluation of code synthesis
S Ren, D Guo, S Lu, L Zhou, S Liu, D Tang, N Sundaresan, M Zhou, ...
arXiv preprint arXiv:2009.10297, 2020
372020
Question generation from sql queries improves neural semantic parsing
D Guo, Y Sun, D Tang, N Duan, J Yin, H Chi, J Cao, P Chen, M Zhou
arXiv preprint arXiv:1808.06304, 2018
352018
Syntax-enhanced pre-trained model
Z Xu, D Guo, D Tang, Q Su, L Shou, M Gong, W Zhong, X Quan, N Duan, ...
arXiv preprint arXiv:2012.14116, 2020
212020
Multi-modal representation learning for short video understanding and recommendation
D Guo, J Hong, B Luo, Q Yan, Z Niu
2019 IEEE International Conference on Multimedia & Expo Workshops (ICMEW …, 2019
92019
Learning to complete code with sketches
D Guo, A Svyatkovskiy, J Yin, N Duan, M Brockschmidt, M Allamanis
International Conference on Learning Representations, 2021
8*2021
UniXcoder: Unified Cross-Modal Pre-training for Code Representation
D Guo, S Lu, N Duan, Y Wang, M Zhou, J Yin
arXiv preprint arXiv:2203.03850, 2022
62022
Pre-training text representations as meta learning
S Lv, Y Wang, D Guo, D Tang, N Duan, F Zhu, M Gong, L Shou, R Ma, ...
arXiv preprint arXiv:2004.05568, 2020
62020
Laprador: Unsupervised pretrained dense retriever for zero-shot text retrieval
C Xu, D Guo, N Duan, J McAuley
arXiv preprint arXiv:2203.06169, 2022
52022
Ar-lsat: Investigating analytical reasoning of text
W Zhong, S Wang, D Tang, Z Xu, D Guo, J Wang, J Yin, M Zhou, N Duan
arXiv preprint arXiv:2104.06598, 2021
32021
Evidence-aware inferential text generation with vector quantised variational autoencoder
D Guo, D Tang, N Duan, J Yin, D Jiang, M Zhou
arXiv preprint arXiv:2006.08101, 2020
32020
Knowledge based machine reading comprehension
Y Sun, D Guo, D Tang, N Duan, Z Yan, X Feng, B Qin
arXiv preprint arXiv:1809.04267, 2018
32018
ReACC: A Retrieval-Augmented Code Completion Framework
S Lu, N Duan, H Han, D Guo, S Hwang, A Svyatkovskiy
arXiv preprint arXiv:2203.07722, 2022
22022
Inferential text generation with multiple knowledge sources and meta-learning
D Guo, A Asai, D Tang, N Duan, M Gong, L Shou, D Jiang, J Yin, M Zhou
arXiv preprint arXiv:2004.03070, 2020
22020
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