Adam Roberts

Cited by

	All	Since 2019
Citations	49139	39585
h-index	43	42
i10-index	62	59

16000

8000

4000

12000

2012201320142015201620172018201920202021202220232024300 624 964 1325 1757 1940 2281 2468 3164 4911 7477 15788 5634

Public access

View all

11 articles

0 articles

available

not available

Based on funding mandates

Co-authors

Colin RaffelUniversity of Toronto, Vector Institute and Hugging FaceVerified email at cs.toronto.edu
Jesse H. EngelGoogle DeepMindVerified email at google.com
Lior PachterBren Professor of Computational Biology, CaltechVerified email at caltech.edu
Douglas EckGoogle Research, Brain TeamVerified email at google.com
Cole TrapnellAssociate Professor, Dept. of Genome Sciences, University of WashingtonVerified email at uw.edu
Curtis HawthorneAdeptVerified email at adept.ai
Harold PimentelAssistant Professor, UCLAVerified email at ucla.edu
Ian SimonGoogle BrainVerified email at cs.washington.edu
Steven SalzbergBloomberg Distinguished Professor, Johns Hopkins UniversityVerified email at jhu.edu
Daehwan KimUniversity of Texas Southwestern Medical CenterVerified email at UTSouthwestern.edu
Geo PerteaData/Software Engineer, Lieber Institute for Brain DevelopmentVerified email at jhu.edu
Loyal A. GoffJohns Hopkins Institute of Genetic MedicineVerified email at jhmi.edu
Cinjon ResnickPhD Student, NYUVerified email at nyu.edu
Sander DielemanResearch Scientist, DeepMindVerified email at google.com
Cheng-Zhi Anna HuangGoogle Brain & MilaVerified email at google.com
Leonard McMillanAssociate Professor of Computer Science, University of North CarolinaVerified email at cs.unc.edu
Wei WangLeonard Kleinrock Professor in Computer Science, UCLAVerified email at cs.ucla.edu
Sageev OoreVector Institute (Research Faculty Member), Dalhousie University (Associate Professor)Verified email at dal.ca
Fernando Pardo-Manuel de VillenaProfessor and Chair, Department of Genetics, University of North Carolina Chapel HillVerified email at med.unc.edu
Colin DeweyProfessor of Biostatistics and Medical Informatics, University of Wisconsin-MadisonVerified email at biostat.wisc.edu

Adam Roberts

Google Brain

Verified email at google.com - Homepage

Machine Learning Music Generation Computer Science Computational Biology


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Exploring the limits of transfer learning with a unified text-to-text transformer C Raffel, N Shazeer, A Roberts, K Lee, S Narang, M Matena, Y Zhou, ... arXiv preprint arXiv:1910.10683, 2019	14624	2019
Differential gene and transcript expression analysis of RNA-seq experiments with TopHat and Cufflinks C Trapnell, A Roberts, L Goff, G Pertea, D Kim, DR Kelley, H Pimentel, ... Nature Protocols 7 (3), 562-578, 2012	12766	2012
Palm: Scaling language modeling with pathways A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ... Journal of Machine Learning Research 24 (240), 1-113, 2023	3322	2023
mT5: A massively multilingual pre-trained text-to-text transformer L Xue, N Constant, A Roberts*, M Kale, R Al-Rfou, A Siddhant, A Barua, ... arXiv preprint arXiv:2010.11934, 2020	1735	2020
Scaling instruction-finetuned language models HW Chung, L Hou, S Longpre, B Zoph, Y Tay, W Fedus, Y Li, X Wang, ... Journal of Machine Learning Research 25 (70), 1-53, 2024	1514	2024
Improving RNA-Seq expression estimates by correcting for fragment bias A Roberts, C Trapnell, J Donaghey, JL Rinn, L Pachter Genome biology 12, 1-14, 2011	1485	2011
Identification of novel transcripts in annotated genomes using RNA-Seq A Roberts, H Pimentel, C Trapnell, L Pachter Bioinformatics 27 (17), 2325-2329, 2011	1193	2011
Extracting training data from large language models N Carlini, F Tramer, E Wallace, M Jagielski, A Herbert-Voss, K Lee, ... 30th USENIX Security Symposium (USENIX Security 21), 2633-2650, 2021	1185	2021
Bloom: A 176b-parameter open-access multilingual language model T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...	1124	2023
Lamda: Language models for dialog applications R Thoppilan, D De Freitas, J Hall, N Shazeer, A Kulshreshtha, HT Cheng, ... arXiv preprint arXiv:2201.08239, 2022	1075	2022
Streaming fragment assignment for real-time analysis of sequencing experiments A Roberts, L Pachter Nature Methods, 2012	1073	2012
Neural audio synthesis of musical notes with wavenet autoencoders J Engel, C Resnick, A Roberts, S Dieleman, M Norouzi, D Eck, ... International Conference on Machine Learning, 1068-1077, 2017	697	2017
How much knowledge can you pack into the parameters of a language model? A Roberts, C Raffel, N Shazeer arXiv preprint arXiv:2002.08910, 2020	691	2020
A hierarchical latent vector model for learning long-term structure in music A Roberts, J Engel, C Raffel, C Hawthorne, D Eck International conference on machine learning, 4364-4373, 2018	538	2018
Gansynth: Adversarial neural audio synthesis J Engel, KK Agrawal, S Chen, I Gulrajani, C Donahue, A Roberts arXiv preprint arXiv:1902.08710, 2019	496	2019
Enabling factorized piano music modeling and generation with the MAESTRO dataset C Hawthorne, A Stasyuk, A Roberts, I Simon, CZA Huang, S Dieleman, ... arXiv preprint arXiv:1810.12247, 2018	461	2018
DDSP: Differentiable digital signal processing J Engel, L Hantrakul, C Gu, A Roberts arXiv preprint arXiv:2001.04643, 2020	405	2020
Fast statistical alignment RK Bradley, A Roberts, M Smoot, S Juvekar, J Do, C Dewey, I Holmes, ... PLoS computational biology 5 (5), e1000392, 2009	402	2009
Crosslingual generalization through multitask finetuning N Muennighoff, T Wang, L Sutawika, A Roberts, S Biderman, TL Scao, ... arXiv preprint arXiv:2211.01786, 2022	363	2022
The flan collection: Designing data and methods for effective instruction tuning S Longpre, L Hou, T Vu, A Webson, HW Chung, Y Tay, D Zhou, QV Le, ... International Conference on Machine Learning, 22631-22648, 2023	325	2023

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors