Concepedia

Shayne Longpre

SL

23

Publications

1.9K

Citations

17

H-Index

2016

Active since

Affiliations

Massachusetts Institute of Technology(Current)

Apple (United States)

Stanford University

Harvard University Press

University of California, Irvine

Shayne Longpre is an author at Massachusetts Institute of Technology specializing in engineering, natural language processing, and data science.

Top concepts

EngineeringNatural Language ProcessingLanguageData ScienceMachine TranslationLinguisticsComputational LinguisticsComputer ScienceText MiningLarge Language Models

Publications per year

2016–2024

23

Publications

23

Scaling Instruction-Finetuned Language Models

Hyung Won Chung, Le Hou, Shayne Longpre et al. · arXiv (Cornell University) · 2022 · 1.2K citations · Full text

Llm Fine-tuning, Engineering, Computer Architecture +23

The Flan Collection: Designing Data and Methods for Effective Instruction Tuning

Shayne Longpre, Le Hou, Tu Vu et al. · arXiv (Cornell University) · 2023 · 110 citations · Full text

Artificial Intelligence, Available Instruction, Llm Fine-tuning +30

MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering

Shayne Longpre, Yi Lu, Joachim Daiber · Transactions of the Association for Computational Linguistics · 2021 · 105 citations · Full text

Natural Language Processing, Abstract Progress, Engineering +14

The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset

Hugo Laurençon, Lucile Saulnier, Thomas J. Wang et al. · arXiv (Cornell University) · 2023 · 65 citations · Full text

Engineering, Multilingual Pretraining, Large Language Model +17

You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings

Zeerak Talat, Aurélie Névéol, Stella Biderman et al. · 2022 · 59 citations · Full text

Aurélie Névéol, Engineering, Multilingualism +29

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