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Shuming Ma
Shuming Ma
Microsoft Research Asia
Bestätigte E-Mail-Adresse bei microsoft.com - Startseite
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Zitiert von
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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
4782018
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
4662023
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, 72096-72109, 2023
4042023
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
3082022
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
2292023
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
1932017
Global encoding for abstractive summarization
J Lin, X Sun, S Ma, Q Su
arXiv preprint arXiv:1805.03989, 2018
1922018
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
1482024
A length-extrapolatable transformer
Y Sun, L Dong, B Patra, S Ma, S Huang, A Benhaim, V Chaudhary, ...
arXiv preprint arXiv:2212.10554, 2022
1302022
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA
Z Chi
arXiv preprint arXiv:2106.16138, 2021
1292021
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
1182023
The era of 1-bit llms: All large language models are in 1.58 bits
S Ma, H Wang, L Ma, L Wang, W Wang, S Huang, L Dong, R Wang, J Xue, ...
arXiv preprint arXiv:2402.17764, 2024
1012024
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
1002022
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
1002020
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
892020
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
822017
mT6: Multilingual Pretrained Text-to-Text Transformer with Translation Pairs
Z Chi
arXiv preprint arXiv:2104.08692, 2021
792021
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
782018
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
762018
Bag-of-words as target for neural machine translation
S Ma, X Sun, Y Wang, J Lin
arXiv preprint arXiv:1805.04871, 2018
762018
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