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个人简介
My research interests lie in developing and deploying AI technology for all language users in our multilingual society. To this end, I focus on inclusive LLMs and responsible AI, specifically:
building multilingual Large Language Models (LLMs) such as mT0, BLOOM and Aya,
supporting low-resource NLP by generating synthetic data (LexC-Gen) or parameter-efficient adaptation of pretrained LLMs (BLOOM+1), and
making LLMs safer and more representative for all language users. For instance, we discovered that low-resource languages can jailbreak GPT-4 and multilingual LLMs aren’t capable of code-switching.
building multilingual Large Language Models (LLMs) such as mT0, BLOOM and Aya,
supporting low-resource NLP by generating synthetic data (LexC-Gen) or parameter-efficient adaptation of pretrained LLMs (BLOOM+1), and
making LLMs safer and more representative for all language users. For instance, we discovered that low-resource languages can jailbreak GPT-4 and multilingual LLMs aren’t capable of code-switching.
研究兴趣
论文共 24 篇作者统计合作学者相似作者
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arxiv(2024)
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David Romero,Chenyang Lyu, Haryo Akbarianto Wibowo, Teresa Lynn, Injy Hamed, Aditya Nanda Kishore, Aishik Mandal, Alina Dragonetti,Artem Abzaliev,Atnafu Lambebo Tonja, Bontu Fufa Balcha,Chenxi Whitehouse,
arxiv(2024)
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Shayne Longpre,Sayash Kapoor, Kevin Klyman, Ashwin Ramaswami,Rishi Bommasani,Borhane Blili-Hamelin,Yangsibo Huang,Aviya Skowron,Zheng Xin Yong, Suhas Kotha,Yi Zeng,Weiyan Shi,
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Shayne Longpre,Sayash Kapoor, Kevin Klyman, Ashwin Ramaswami,Rishi Bommasani,Borhane Blili-Hamelin,Yangsibo Huang,Aviya Skowron,Zheng-Xin Yong, Suhas Kotha,Yi Zeng,Weiyan Shi,
CoRR (2024)
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Holy Lovenia, Rahmad Mahendra, Salsabil Maulana Akbar, Lester James V. Miranda,Jennifer Santoso, Elyanah Aco, Akhdan Fadhilah,Jonibek Mansurov, Joseph Marvin Imperial, Onno P. Kampman, Joel Ruben Antony Moniz, Muhammad Ravi Shulthan Habibi,
arxiv(2024)
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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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CoRR (2023)
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