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Songfang Huang(黄松芳)
Songfang Huang(黄松芳)
Peking University, Alibaba DAMO, IBM Research, The University of Edinburgh
Verified email at pku.edu.cn
Title
Cited by
Cited by
Year
Question answering on freebase via relation extraction and textual evidence
K Xu, S Reddy, Y Feng, S Huang, D Zhao
arXiv preprint arXiv:1603.00957, 2016
3792016
Semantic relation classification via convolutional neural networks with simple negative sampling
K Xu, Y Feng, S Huang, D Zhao
arXiv preprint arXiv:1506.07650, 2015
3742015
RRHF: Rank responses to align language models with human feedback
H Yuan, Z Yuan, C Tan, W Wang, S Huang, F Huang
Advances in Neural Information Processing Systems 36, 2024
292*2024
Combining graph-based learning with automated data collection for code vulnerability detection
H Wang, G Ye, Z Tang, SH Tan, S Huang, D Fang, Y Feng, L Bian, ...
IEEE Transactions on Information Forensics and Security 16, 1943-1958, 2020
2662020
Raise a child in large language model: Towards effective and generalizable fine-tuning
R Xu, F Luo, Z Zhang, C Tan, B Chang, S Huang, F Huang
arXiv preprint arXiv:2109.05687, 2021
1712021
Biomedical question answering: a survey of approaches and challenges
Q Jin, Z Yuan, G Xiong, Q Yu, H Ying, C Tan, M Chen, S Huang, X Liu, ...
ACM Computing Surveys (CSUR) 55 (2), 1-36, 2022
139*2022
StructuralLM: Structural pre-training for form understanding
LS Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang, Fei Huang
Proceedings of the 59th Annual Meeting of the Association for Computational …, 0
125*
MELR: Meta-learning via modeling episode-level relationships for few-shot learning
N Fei, Z Lu, T Xiang, S Huang
International Conference on Learning Representations, 2021
1212021
mplug-2: A modularized multi-modal foundation model across text, image and video
H Xu, Q Ye, M Yan, Y Shi, J Ye, Y Xu, C Li, B Bi, Q Qian, W Wang, G Xu, ...
International Conference on Machine Learning, 38728-38748, 2023
1202023
E2E-VLP: End-to-end vision-language pre-training enhanced by visual learning
H Xu, M Yan, C Li, B Bi, S Huang, W Xiao, F Huang
arXiv preprint arXiv:2106.01804, 2021
1172021
mplug: Effective and efficient vision-language learning by cross-modal skip-connections
C Li, H Xu, J Tian, W Wang, M Yan, B Bi, J Ye, H Chen, G Xu, Z Cao, ...
arXiv preprint arXiv:2205.12005, 2022
1142022
Improving biomedical pretrained language models with knowledge
Z Yuan, Y Liu, C Tan, S Huang, F Huang
arXiv preprint arXiv:2104.10344, 2021
1102021
Learning with noise: Enhance distantly supervised relation extraction with dynamic transition matrix
B Luo, Y Feng, Z Wang, Z Zhu, S Huang, R Yan, D Zhao
arXiv preprint arXiv:1705.03995, 2017
1042017
IEPT: Instance-level and episode-level pretext tasks for few-shot learning
M Zhang, J Zhang, Z Lu, T Xiang, M Ding, S Huang
International Conference on Learning Representations, 2021
1032021
How well do large language models perform in arithmetic tasks?
Z Yuan, H Yuan, C Tan, W Wang, S Huang
arXiv preprint arXiv:2304.02015, 2023
862023
Code synonyms do matter: Multiple synonyms matching network for automatic ICD coding
Z Yuan, C Tan, S Huang
arXiv preprint arXiv:2203.01515, 2022
762022
Automated conformance testing for JavaScript engines via deep compiler fuzzing
G Ye, Z Tang, SH Tan, S Huang, D Fang, X Sun, L Bian, H Wang, Z Wang
Proceedings of the 42nd ACM SIGPLAN international conference on programming …, 2021
742021
Palm: Pre-training an autoencoding&autoregressive language model for context-conditioned generation
B Bi, C Li, C Wu, M Yan, W Wang, S Huang, F Huang, L Si
arXiv preprint arXiv:2004.07159, 2020
722020
Veco: Variable encoder-decoder pre-training for cross-lingual understanding and generation
F Luo, W Wang, J Liu, Y Liu, B Bi, S Huang, F Huang, L Si
Proceedings of the 59th ACL, 2020
68*2020
Hybrid question answering over knowledge base and free text
K Xu, Y Feng, S Huang, D Zhao
Proceedings of COLING 2016, the 26th International Conference on …, 2016
682016
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Articles 1–20