MS MARCO: A human generated machine reading comprehension dataset T Nguyen arXiv preprint arXiv:1611.09268, 2016 | 1621 | 2016 |
Ms marco: A human generated machine reading comprehension dataset P Bajaj, D Campos, N Craswell, L Deng, J Gao, X Liu, R Majumder, ... arXiv preprint arXiv:1611.09268, 2016 | 722 | 2016 |
Using deepspeed and megatron to train megatron-turing nlg 530b, a large-scale generative language model S Smith, M Patwary, B Norick, P LeGresley, S Rajbhandari, J Casper, ... arXiv preprint arXiv:2201.11990, 2022 | 592 | 2022 |
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 | 377 | 2023 |
InfoXLM: An information-theoretic framework for cross-lingual language model pre-training Z Chi, L Dong, F Wei, N Yang, S Singhal, W Wang, X Song, XL Mao, ... arXiv preprint arXiv:2007.07834, 2020 | 327 | 2020 |
Phi-3 technical report: A highly capable language model locally on your phone M Abdin, SA Jacobs, AA Awan, J Aneja, A Awadallah, H Awadalla, ... arXiv preprint arXiv:2404.14219, 2024 | 237 | 2024 |
Coco-lm: Correcting and contrasting text sequences for language model pretraining Y Meng, C Xiong, P Bajaj, P Bennett, J Han, X Song Advances in Neural Information Processing Systems 34, 23102-23114, 2021 | 198 | 2021 |
XLM-E: Cross-lingual Language Model Pre-training via ELECTRA Z Chi arXiv preprint arXiv:2106.16138, 2021 | 124 | 2021 |
Transformer-xh: Multi-evidence reasoning with extra hop attention C Zhao, C Xiong, C Rosset, X Song, P Bennett, S Tiwary International Conference on Learning Representations, 2020 | 123 | 2020 |
A length-extrapolatable transformer Y Sun, L Dong, B Patra, S Ma, S Huang, A Benhaim, V Chaudhary, ... arXiv preprint arXiv:2212.10554, 2022 | 117 | 2022 |
Pushing the limits of narrow precision inferencing at cloud scale with microsoft floating point B Darvish Rouhani, D Lo, R Zhao, M Liu, J Fowers, K Ovtcharov, ... Advances in neural information processing systems 33, 10271-10281, 2020 | 115 | 2020 |
Neural ranking models with multiple document fields H Zamani, B Mitra, X Song, N Craswell, S Tiwary Proceedings of the eleventh ACM international conference on web search and …, 2018 | 98 | 2018 |
Leading conversational search by suggesting useful questions C Rosset, C Xiong, X Song, D Campos, N Craswell, S Tiwary, P Bennett Proceedings of the web conference 2020, 1160-1170, 2020 | 94 | 2020 |
Ms marco: A human generated machine reading comprehension dataset DF Campos, T Nguyen, M Rosenberg, X Song, J Gao, S Tiwary, ... ArXiv, abs/1611.09268 29, 2016 | 94 | 2016 |
Knowledge-aware language model pretraining C Rosset, C Xiong, M Phan, X Song, P Bennett, S Tiwary arXiv preprint arXiv:2007.00655, 2020 | 73 | 2020 |
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 | 66 | 2021 |
On the representation collapse of sparse mixture of experts Z Chi, L Dong, S Huang, D Dai, S Ma, B Patra, S Singhal, P Bajaj, X Song, ... Advances in Neural Information Processing Systems 35, 34600-34613, 2022 | 62 | 2022 |
Generic intent representation in web search H Zhang, X Song, C Xiong, C Rosset, PN Bennett, N Craswell, S Tiwary Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019 | 58 | 2019 |
Ms marco: A human-generated machine reading comprehension dataset.(2016) T Nguyen, M Rosenberg, X Song, J Gao, S Tiwary, R Majumder, L Deng arXiv preprint arXiv:1611.09268, 2016 | 52 | 2016 |
Consistency regularization for cross-lingual fine-tuning B Zheng, L Dong, S Huang, W Wang, Z Chi, S Singhal, W Che, T Liu, ... arXiv preprint arXiv:2106.08226, 2021 | 46 | 2021 |