Follow
Shayne Longpre
Shayne Longpre
MIT, Stanford, Apple
Verified email at cs.stanford.edu - Homepage
Title
Cited by
Cited by
Year
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
15382024
Bloom: A 176b-parameter open-access multilingual language model
T Le Scao, A Fan, C Akiki, E Pavlick, S Ilić, D Hesslow, R Castagné, ...
11442023
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, ...
ICML 2023, 2023
3302023
Question rewriting for conversational question answering
S Vakulenko, S Longpre, Z Tu, R Anantha
WSDM 2021, 355-363, 2021
1412021
Open-domain question answering goes conversational via question rewriting
R Anantha, S Vakulenko, Z Tu, S Longpre, S Pulman, S Chappidi
NAACL 2021, 2020
1272020
Entity-based knowledge conflicts in question answering
S Longpre, K Perisetla, A Chen, N Ramesh, C DuBois, S Singh
EMNLP 2021, 2021
1222021
MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering
S Longpre, Y Lu, J Daiber
TACL 2021, Vol 9, 2020
1082020
The bigscience roots corpus: A 1.6 tb composite multilingual dataset
H Laurençon, L Saulnier, T Wang, C Akiki, A Villanova del Moral, ...
Advances in Neural Information Processing Systems 35, 31809-31826, 2022
1022022
H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, and Jason Wei. 2022. Scaling instruction-finetuned language models
HW Chung, L Hou, S Longpre, B Zoph, Y Tay, W Fedus, E Li, X Wang, ...
arXiv preprint arXiv:2210.11416, 2022
992022
How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers?
S Longpre, Y Wang, C DuBois
Findings of the Association for Computational Linguistics: EMNLP 2020, 2020
852020
You reap what you sow: On the challenges of bias evaluation under multilingual settings
Z Talat, A Névéol, S Biderman, M Clinciu, M Dey, S Longpre, S Luccioni, ...
Proceedings of BigScience Episode# 5--Workshop on Challenges & Perspectives …, 2022
662022
Huai hsin Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V
HW Chung, L Hou, S Longpre, B Zoph, Y Tay, W Fedus, E Li, X Wang, ...
Le, and Jason Wei. Scaling instruction-finetuned language models. ArXiv, abs …, 2022
612022
Octopack: Instruction tuning code large language models
N Muennighoff, Q Liu, A Zebaze, Q Zheng, B Hui, TY Zhuo, S Singh, ...
arXiv preprint arXiv:2308.07124, 2023
552023
An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering
S Longpre, Y Lu, Z Tu, C DuBois
Proceedings of the 2nd Workshop on Machine Reading for Question Answering …, 2019
482019
H. Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V. Le, and Jason Wei. Scaling instruction-finetuned language models
HW Chung, L Hou, S Longpre, B Zoph, Y Tay, W Fedus, Y Li, X Wang, ...
arXiv preprint arXiv:2210.11416 6 (7), 2022
462022
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity
S Longpre, G Yauney, E Reif, K Lee, A Roberts, B Zoph, D Zhou, J Wei, ...
arXiv preprint arXiv:2305.13169, 2023
422023
Evaluating Entity Disambiguation and the Role of Popularity in Retrieval-Based NLP
A Chen, P Gudipati, S Longpre, X Ling, S Singh
ACL 2021, 2021
342021
A comparison of question rewriting methods for conversational passage retrieval
S Vakulenko, N Voskarides, Z Tu, S Longpre
Proceedings of the 43rd European Conference on IR Research, ECIR 2021, 2021
322021
How big data confers market power to big tech: Leveraging the perspective of data science
C Santesteban, S Longpre
The Antitrust Bulletin 65 (3), 459-485, 2020
262020
Prometheus: Inducing fine-grained evaluation capability in language models
S Kim, J Shin, Y Cho, J Jang, S Longpre, H Lee, S Yun, S Shin, S Kim, ...
arXiv preprint arXiv:2310.08491, 2023
252023
The system can't perform the operation now. Try again later.
Articles 1–20