| 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 | 315 | 2018 |
| Global encoding for abstractive summarization J Lin, X Sun, S Ma, Q Su arXiv preprint arXiv:1805.03989, 2018 | 162 | 2018 |
| 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 | 156 | 2017 |
| Bag-of-words as target for neural machine translation S Ma, X Sun, Y Wang, J Lin arXiv preprint arXiv:1805.04871, 2018 | 70 | 2018 |
| 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 | 68 | 2017 |
| 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 | 65 | 2021 |
| 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 | 65 | 2018 |
| 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 | 63 | 2020 |
| 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 | 57 | 2018 |
| A hierarchical end-to-end model for jointly improving text summarization and sentiment classification S Ma, X Sun, J Lin, X Ren arXiv preprint arXiv:1805.01089, 2018 | 53 | 2018 |
| Deepnet: Scaling transformers to 1,000 layers H Wang, S Ma, L Dong, S Huang, D Zhang, F Wei arXiv preprint arXiv:2203.00555, 2022 | 48 | 2022 |
| 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 | 47 | 2020 |
| 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 | 46 | 2021 |
| Autoencoder as assistant supervisor: Improving text representation for chinese social media text summarization S Ma, X Sun, J Lin, H Wang arXiv preprint arXiv:1805.04869, 2018 | 45 | 2018 |
| Livebot: Generating live video comments based on visual and textual contexts S Ma, L Cui, D Dai, F Wei, X Sun Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 6810-6817, 2019 | 42 | 2019 |
| Deltalm: Encoder-decoder pre-training for language generation and translation by augmenting pretrained multilingual encoders S Ma, L Dong, S Huang, D Zhang, A Muzio, S Singhal, HH Awadalla, ... arXiv preprint arXiv:2106.13736, 2021 | 40 | 2021 |
| Hierarchical encoder with auxiliary supervision for neural table-to-text generation: Learning better representation for tables T Liu, F Luo, Q Xia, S Ma, B Chang, Z Sui Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 6786-6793, 2019 | 39 | 2019 |
| 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 | 38 | 2019 |
| Phrase-level self-attention networks for universal sentence encoding W Wu, H Wang, T Liu, S Ma Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018 | 38 | 2018 |
| Key fact as pivot: A two-stage model for low resource table-to-text generation S Ma, P Yang, T Liu, P Li, J Zhou, X Sun arXiv preprint arXiv:1908.03067, 2019 | 36 | 2019 |
Xu SunAssociate Professor, Peking UniversityVerified email at pku.edu.cn
