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Shuming Ma
Shuming Ma
Microsoft Research Asia
Verified email at microsoft.com - Homepage
Title
Cited by
Cited by
Year
SGM: sequence generation model for multi-label classification
P Yang, X Sun, W Li, S Ma, W Wu, H Wang
arXiv preprint arXiv:1806.04822, 2018
4422018
Kosmos-2: Grounding multimodal large language models to the world
Z Peng, W Wang, L Dong, Y Hao, S Huang, S Ma, F Wei
arXiv preprint arXiv:2306.14824, 2023
3322023
Language is not all you need: Aligning perception with language models
S Huang, L Dong, W Wang, Y Hao, S Singhal, S Ma, T Lv, L Cui, ...
Advances in Neural Information Processing Systems 36, 2024
3202024
Why can gpt learn in-context? language models implicitly perform gradient descent as meta-optimizers
D Dai, Y Sun, L Dong, Y Hao, S Ma, Z Sui, F Wei
arXiv preprint arXiv:2212.10559, 2022
2532022
Global encoding for abstractive summarization
J Lin, X Sun, S Ma, Q Su
arXiv preprint arXiv:1805.03989, 2018
1892018
meprop: Sparsified back propagation for accelerated deep learning with reduced overfitting
X Sun, X Ren, S Ma, H Wang
International Conference on Machine Learning, 3299-3308, 2017
1832017
Retentive network: A successor to transformer for large language models
Y Sun, L Dong, S Huang, S Ma, Y Xia, J Xue, J Wang, F Wei
arXiv preprint arXiv:2307.08621, 2023
1482023
Deepnet: Scaling transformers to 1,000 layers
H Wang, S Ma, L Dong, S Huang, D Zhang, F Wei
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024
1322024
XLM-E: Cross-lingual language model pre-training via ELECTRA
Z Chi, S Huang, L Dong, S Ma, B Zheng, S Singhal, P Bajaj, X Song, ...
arXiv preprint arXiv:2106.16138, 2021
1112021
A simple and effective unified encoder for document-level machine translation
S Ma, D Zhang, M Zhou
Proceedings of the 58th annual meeting of the association for computational …, 2020
972020
A length-extrapolatable transformer
Y Sun, L Dong, B Patra, S Ma, S Huang, A Benhaim, V Chaudhary, ...
arXiv preprint arXiv:2212.10554, 2022
942022
Language models are general-purpose interfaces
Y Hao, H Song, L Dong, S Huang, Z Chi, W Wang, S Ma, F Wei
arXiv preprint arXiv:2206.06336, 2022
882022
Longnet: Scaling transformers to 1,000,000,000 tokens
J Ding, S Ma, L Dong, X Zhang, S Huang, W Wang, N Zheng, F Wei
arXiv preprint arXiv:2307.02486, 2023
852023
Improving semantic relevance for sequence-to-sequence learning of chinese social media text summarization
S Ma, X Sun, J Xu, H Wang, W Li, Q Su
arXiv preprint arXiv:1706.02459, 2017
802017
Alternating language modeling for cross-lingual pre-training
J Yang, S Ma, D Zhang, S Wu, Z Li, M Zhou
Proceedings of the AAAI Conference on Artificial Intelligence 34 (05), 9386-9393, 2020
782020
Query and output: Generating words by querying distributed word representations for paraphrase generation
S Ma, X Sun, W Li, S Li, W Li, X Ren
arXiv preprint arXiv:1803.01465, 2018
772018
Bag-of-words as target for neural machine translation
S Ma, X Sun, Y Wang, J Lin
arXiv preprint arXiv:1805.04871, 2018
732018
mT6: Multilingual pretrained text-to-text transformer with translation pairs
Z Chi, L Dong, S Ma, SHXL Mao, H Huang, F Wei
arXiv preprint arXiv:2104.08692, 2021
702021
Semantic-unit-based dilated convolution for multi-label text classification
J Lin, Q Su, P Yang, S Ma, X Sun
arXiv preprint arXiv:1808.08561, 2018
702018
A deep reinforced sequence-to-set model for multi-label classification
P Yang, F Luo, S Ma, J Lin, X Sun
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
662019
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