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Siddharth Goyal
Siddharth Goyal
Research Engineer, Facebook AI Research
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Cited by
Year
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences
A Rives, J Meier, T Sercu, S Goyal, Z Lin, J Liu, D Guo, M Ott, CL Zitnick, ...
Proceedings of the National Academy of Sciences 118 (15), e2016239118, 2021
14882021
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
6142021
Open catalyst 2020 (OC20) dataset and community challenges
L Chanussot, A Das, S Goyal, T Lavril, M Shuaibi, M Riviere, K Tran, ...
Acs Catalysis 11 (10), 6059-6072, 2021
3762021
The Open Catalyst 2022 (OC22) dataset and challenges for oxide electrocatalysts
R Tran, J Lan, M Shuaibi, BM Wood, S Goyal, A Das, J Heras-Domingo, ...
ACS Catalysis 13 (5), 3066-3084, 2023
672023
An introduction to electrocatalyst design using machine learning for renewable energy storage
CL Zitnick, L Chanussot, A Das, S Goyal, J Heras-Domingo, C Ho, W Hu, ...
arXiv preprint arXiv:2010.09435, 2020
672020
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences. bioRxiv
A Rives, S Goyal, J Meier, D Guo, M Ott, CL Zitnick, J Ma, R Fergus
642019
Role of urea–aromatic stacking interactions in stabilizing the aromatic residues of the protein in urea-induced denatured state
S Goyal, A Chattopadhyay, K Kasavajhala, UD Priyakumar
Journal of the American Chemical Society 139 (42), 14931-14946, 2017
572017
Forcenet: A graph neural network for large-scale quantum calculations
W Hu, M Shuaibi, A Das, S Goyal, A Sriram, J Leskovec, D Parikh, ...
arXiv preprint arXiv:2103.01436, 2021
492021
Fairscale: A general purpose modular pytorch library for high performance and large scale training
M Baines, S Bhosale, V Caggiano, N Goyal, S Goyal, M Ott, B Lefaudeux, ...
432021
Craftassist: A framework for dialogue-enabled interactive agents
J Gray, K Srinet, Y Jernite, H Yu, Z Chen, D Guo, S Goyal, CL Zitnick, ...
arXiv preprint arXiv:1907.08584, 2019
342019
Sumoylation of Sir2 differentially regulates transcriptional silencing in yeast
A Hannan, NM Abraham, S Goyal, I Jamir, UD Priyakumar, K Mishra
Nucleic acids research 43 (21), 10213-10226, 2015
282015
Towards training billion parameter graph neural networks for atomic simulations
A Sriram, A Das, BM Wood, S Goyal, CL Zitnick
arXiv preprint arXiv:2203.09697, 2022
242022
Transfer learning using attentions across atomic systems with graph neural networks (TAAG)
A Kolluru, N Shoghi, M Shuaibi, S Goyal, A Das, CL Zitnick, Z Ulissi
The Journal of Chemical Physics 156 (18), 2022
192022
Instructabsa: Instruction learning for aspect based sentiment analysis
K Scaria, H Gupta, S Goyal, SA Sawant, S Mishra, C Baral
arXiv preprint arXiv:2302.08624, 2023
182023
Why Build an Assistant in Minecraft?
A Szlam, J Gray, K Srinet, Y Jernite, A Joulin, G Synnaeve, D Kiela, H Yu, ...
arXiv preprint arXiv:1907.09273, 2019
182019
" John is 50 years old, can his son be 65?" Evaluating NLP Models' Understanding of Feasibility
H Gupta, N Varshney, S Mishra, KK Pal, SA Sawant, K Scaria, S Goyal, ...
arXiv preprint arXiv:2210.07471, 2022
152022
Trace norm regularization and faster inference for embedded speech recognition rnns
M Kliegl, S Goyal, K Zhao, K Srinet, M Shoeybi
arXiv preprint arXiv:1710.09026, 2017
92017
The Open Catalyst 2020 (OC20) Dataset and Community Challenges. arXiv e-prints 2020
L Chanussot, A Das, S Goyal, T Lavril, M Shuaibi, M Riviere, K Tran, ...
arXiv preprint arXiv:2010.09990, 2010
32010
The Open Catalyst Challenge 2021: Competition Report.
A Das, M Shuaibi, A Palizhati, S Goyal, A Grover, A Kolluru, J Lan, A Rizvi, ...
NeurIPS (Competition and Demos), 29-40, 2021
22021
ForceNet: A Graph Neural Network for Large-Scale Quantum Chemistry Simulation
W Hu, M Shuaibi, A Das, S Goyal, A Sriram, J Leskovec, D Parikh, ...
12020
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