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Naman Goyal
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Roberta: A robustly optimized bert pretraining approach
Y Liu, M Ott, N Goyal, J Du, M Joshi, D Chen, O Levy, M Lewis, ...
arXiv preprint arXiv:1907.11692, 2019
25356*2019
Bart: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension
M Lewis, Y Liu, N Goyal, M Ghazvininejad, A Mohamed, O Levy, ...
https://www.aclweb.org/anthology/2020.acl-main.703/, 2019
96902019
Llama: Open and efficient foundation language models
H Touvron, T Lavril, G Izacard, X Martinet, MA Lachaux, T Lacroix, ...
arXiv preprint arXiv:2302.13971, 2023
67792023
Llama 2: Open foundation and fine-tuned chat models
H Touvron, L Martin, K Stone, P Albert, A Almahairi, Y Babaei, ...
arXiv preprint arXiv:2307.09288, 2023
56452023
Unsupervised cross-lingual representation learning at scale
A Conneau, K Khandelwal, N Goyal, V Chaudhary, G Wenzek, F Guzmán, ...
https://www.aclweb.org/anthology/2020.acl-main.747.pdf, 2019
54742019
Opt: Open pre-trained transformer language models
S Zhang, S Roller, N Goyal, M Artetxe, M Chen, S Chen, C Dewan, ...
arXiv preprint arXiv:2205.01068, 2022
2557*2022
Retrieval-augmented generation for knowledge-intensive nlp tasks
P Lewis, E Perez, A Piktus, F Petroni, V Karpukhin, N Goyal, H Küttler, ...
https://papers.nips.cc/paper/2020/hash/6b493230205f780e1bc26945df7481e5 …, 2020
24952020
Multilingual denoising pre-training for neural machine translation
Y Liu, J Gu, N Goyal, X Li, S Edunov, M Ghazvininejad, M Lewis, ...
Transactions of the Association for Computational Linguistics 8, 726-742, 2020
15952020
Recipes for building an open-domain chatbot
S Roller, E Dinan, N Goyal, D Ju, M Williamson, Y Liu, J Xu, M Ott, ...
EACL 2020, 2020
9862020
Beyond english-centric multilingual machine translation
A Fan, S Bhosale, H Schwenk, Z Ma, A El-Kishky, S Goyal, M Baines, ...
Journal of Machine Learning Research 22 (107), 1-48, 2021
6812021
XLS-R: Self-supervised cross-lingual speech representation learning at scale
A Babu, C Wang, A Tjandra, K Lakhotia, Q Xu, N Goyal, K Singh, ...
Interspeech 2022, 2021
4962021
Multilingual translation with extensible multilingual pretraining and finetuning
Y Tang, C Tran, X Li, PJ Chen, N Goyal, V Chaudhary, J Gu, A Fan
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021, 2020
443*2020
The flores-101 evaluation benchmark for low-resource and multilingual machine translation
N Goyal, C Gao, V Chaudhary, PJ Chen, G Wenzek, D Ju, S Krishnan, ...
Transactions of the Association for Computational Linguistics 10, 522-538, 2022
3342022
Better fine-tuning by reducing representational collapse
A Aghajanyan, A Shrivastava, A Gupta, N Goyal, L Zettlemoyer, S Gupta
ICLR 2021, 2020
2252020
Blenderbot 3: a deployed conversational agent that continually learns to responsibly engage
K Shuster, J Xu, M Komeili, D Ju, EM Smith, S Roller, M Ung, M Chen, ...
arXiv preprint arXiv:2208.03188, 2022
2222022
Base layers: Simplifying training of large, sparse models
M Lewis, S Bhosale, T Dettmers, N Goyal, L Zettlemoyer
International Conference on Machine Learning, 6265-6274, 2021
1822021
Cm3: A causal masked multimodal model of the internet
A Aghajanyan, B Huang, C Ross, V Karpukhin, H Xu, N Goyal, D Okhonko, ...
arXiv preprint arXiv:2201.07520, 2022
1222022
Multilingual autoregressive entity linking
N De Cao, L Wu, K Popat, M Artetxe, N Goyal, M Plekhanov, ...
Transactions of the Association for Computational Linguistics 10, 274-290, 2022
1172022
Llama: Open and efficient foundation language models. arXiv 2023
H Touvron, T Lavril, G Izacard, X Martinet, MA Lachaux, T Lacroix, ...
arXiv preprint arXiv:2302.13971 10, 2023
892023
Lifting the curse of multilinguality by pre-training modular transformers
J Pfeiffer, N Goyal, XV Lin, X Li, J Cross, S Riedel, M Artetxe
arXiv preprint arXiv:2205.06266, 2022
882022
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