Daria Soboleva

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	All	Since 2020
Citations	239	238
h-index	6	6
i10-index	4	4

180

135

20192020202120222023202420251 1 7 17 169 43

Co-authors

Joel HestnessPrincipal Research Scientist, Cerebras SystemsVerified email at cs.wisc.edu
Nolan DeyCerebras SystemsVerified email at cerebras.net
Eric XingPresident at Mohamed bin Zayed University of AI, Professor of Computer Science, Carnegie Mellon UVerified email at cs.cmu.edu
Zhiqiang ShenAssistant Professor at Mohamed bin Zayed University of Artificial IntelligenceVerified email at mbzuai.ac.ae
Willie NeiswangerAssistant Professor of Computer Science, University of Southern CaliforniaVerified email at cs.stanford.edu
Victor CărbuneGoogleVerified email at google.com
Ondrej SkopekGoogleVerified email at google.com
Daniel ValcarceGoogleVerified email at google.com
Balint MiklosGoogleVerified email at google.com
Julia ProskurniaGoogleVerified email at google.com
Márius ŠajgalíkSlovak University of TechnologyVerified email at stuba.sk
Felix WeissenbergerPhD in Computer Science, ETHVerified email at inf.ethz.ch
Rohit PrabhavalkarSenior Staff Research Scientist, GoogleVerified email at google.com
Bowen YangColumbia UniversityVerified email at columbia.edu
Konstantin VorontsovDorodnicyn Computing Centre of RASVerified email at phystech.edu

Daria Soboleva

Cerebras Systems

Verified email at cerebras.net

NLP Speech Deep Learning


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SlimPajama: A 627B token cleaned and deduplicated version of RedPajama D Soboleva, F Al-Khateeb, R Myers, JR Steeves, J Hestness, N Dey URL: https://www. cerebras. net/blog/slimpajama-a-627b-token-cleaned-and …, 2023	137	2023
Slimpajama-dc: Understanding data combinations for llm training Z Shen, T Tao, L Ma, W Neiswanger, Z Liu, H Wang, B Tan, J Hestness, ... arXiv preprint arXiv:2309.10818, 2023	44	2023
SlimPajama: A 627B token cleaned and deduplicated version of RedPajama, 2023 D Soboleva, F Al-Khateeb, R Myers, JR Steeves, J Hestness, N Dey URL https://huggingface. co/datasets/cerebras/SlimPajama-627B, 0	23
Replacing human audio with synthetic audio for on-device unspoken punctuation prediction D Soboleva, O Skopek, M Šajgalík, V Cărbune, F Weissenberger, ... ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021	13	2021
SlimPajama: A 627B token cleaned and deduplicated version of RedPajama, June 2023 D Soboleva, F Al-Khateeb, R Myers, JR Steeves, J Hestness, N Dey URL https://huggingface. co/datasets/cerebras/SlimPajama-627B, 0	9
Btlm-3b-8k: 7b parameter performance in a 3b parameter model N Dey, D Soboleva, F Al-Khateeb, B Yang, R Pathria, H Khachane, ... arXiv preprint arXiv:2309.11568, 2023	6	2023
Three-stage question answering system with sentence ranking D Soboleva, K Vorontsov EPiC Series in Language and Linguistics 4, 18-25, 2019	4	2019
Position interpolation improves alibi extrapolation F Al-Khateeb, N Dey, D Soboleva, J Hestness arXiv preprint arXiv:2310.13017, 2023	2	2023
MULTI-PHASE TRAINING OF MACHINE LEARNING MODELS FOR SEARCH RANKING A Boymel, S Daria US Patent App. 18/074,432, 2023	1	2023
Straight to Zero: Why Linearly Decaying the Learning Rate to Zero Works Best for LLMs S Bergsma, N Dey, G Gosal, G Gray, D Soboleva, J Hestness arXiv preprint arXiv:2502.15938, 2025		2025
BLIMEY: Towards Better Routing Methods in Sparse Mixture of Experts D Soboleva, E Singh, NS Dey, J Hestness		2024
REPLACING HUMAN-RECORDED AUDIO WITH SYNTHETIC AUDIOFOR ON-DEVICE UNSPOKEN PUNCTUATION PREDICTION D Valcarce, V Carbune, J Proskurnia, R Prabhavalkar, O Skopek, ...		2021
Multi-Task Transformer Networks for Search Relevance Prediction and Ranking D Soboleva, A Boymel, A Gotmanov, M Ryabinin

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