Shayne Longpre
Apple (United Kingdom)(GB)Massachusetts Institute of Technology(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Ethics and Social Impacts of AI, Multimodal Machine Learning Applications, AI in Service Interactions
Most-Cited Works
- → Scaling Instruction-Finetuned Language Models(2022)1,181 cited
- → The Flan Collection: Designing Data and Methods for Effective Instruction Tuning(2023)110 cited
- → MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering(2021)108 cited
- → The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset(2023)65 cited
- → You reap what you sow: On the Challenges of Bias Evaluation Under Multilingual Settings(2022)59 cited
- → A large-scale audit of dataset licensing and attribution in AI(2024)47 cited
- → Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model(2024)42 cited
- → The Foundation Model Transparency Index(2023)40 cited
- → Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models(2024)34 cited
- → An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question Answering(2019)31 cited