Sara Hooker - Google Brain, Mountain View, CA 94043 USA

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Papers共 50 篇Author StatisticsCo-AuthorSimilar Experts

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Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning

Everlyn Asiko Chimoto, Jay Gala,Orevaoghene Ahia,Julia Kreutzer,Bruce A. Bassett,Sara Hooker

CoRR (2024)

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Aya 23: Open Weight Releases to Further Multilingual Progress

Viraat Aryabumi,John Dang, Dwarak Talupuru,Saurabh Dash, David Cairuz, Hangyu Lin,Bharat Venkitesh, Madeline Smith, Jon Ander Campos, Yi Chern Tan, Kelly Marchisio,Max Bartolo,

CoRR (2024)

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The Multilingual Alignment Prism: Aligning Global and Local Preferences to Reduce Harm

Aakanksha, Arash Ahmadian, Beyza Ermis, Seraphina Goldfarb-Tarrant, Julia Kreutzer,Marzieh Fadaee,Sara Hooker

arxiv（2024）

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From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models

Luiza Pozzobon,Patrick Lewis,Sara Hooker,Beyza Ermis

CoRR (2024)

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Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning

Shivalika Singh, Freddie Vargus, Daniel Dsouza,Börje F. Karlsson,Abinaya Mahendiran,Wei-Yin Ko, Herumb Shandilya, Jay Patel, Deividas Mataciunas, Laura OMahony,Mike Zhang, Ramith Hettiarachchi,

CoRR (2024)

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LLM See, LLM Do: Guiding Data Generation to Target Non-Differentiable Objectives

Luísa Shimabucoro,Sebastian Ruder,Julia Kreutzer,Marzieh Fadaee,Sara Hooker

arxiv（2024）

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Back to Basics: Revisiting REINFORCE Style Optimization for Learning from Human Feedback in LLMs

Arash Ahmadian, Chris Cremer,Matthias Gallé,Marzieh Fadaee,Julia Kreutzer,Olivier Pietquin,Ahmet Üstün,Sara Hooker

CoRR (2024)

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Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model

Ahmet Üstün, Viraat Aryabumi,Zheng-Xin Yong,Wei-Yin Ko,Daniel D'souza,Gbemileke Onilude, Neel Bhandari, Shivalika Singh, Hui-Lee Ooi, Amr Kayid, Freddie Vargus,Phil Blunsom,

CoRR (2024)

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RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs

John Dang,Arash Ahmadian,Kelly Marchisio,Julia Kreutzer,Ahmet Üstün,Sara Hooker

arxiv（2024）

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How Does Quantization Affect Multilingual LLMs

Kelly Marchisio,Saurabh Dash, Hongyu Chen, Dennis Aumiller,Ahmet Üstün,Sara Hooker,Sebastian Ruder

arxiv（2024）

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