Contextware Research Challenges in Ambient Networks. - Ahmed Karmouch; Alex Galis; Raffaele Giaffreda; Theo Kanter; Annika Jonsson; Anders M. Karlsson; Roch H. Glitho; Mikhail Smirnov; Michael Kleis; Christoph Reichert; Alvin Tan; Mohamed Khedr; et al. (MATA, 2004)

RLHF Can Speak Many Languages: Unlocking Multilingual Preference Optimization for LLMs. - John Dang; Arash Ahmadian; Kelly Marchisio; Julia Kreutzer; Ahmet Üstün; Sara Hooker (EMNLP, 2024)

Peering Through Preferences: Unraveling Feedback Acquisition for Aligning Large Language Models. - Hritik Bansal; John Dang; Aditya Grover (ICLR, 2024)

Group Preference Optimization: Few-Shot Alignment of Large Language Models. - Siyan Zhao; John Dang; Aditya Grover (ICLR, 2024)

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; et al. (CoRR, 2024)

Aya Expanse: Combining Research Breakthroughs for a New Multilingual Frontier. - John Dang; Shivalika Singh; Daniel D'souza; Arash Ahmadian; Alejandro Salamanca; Madeline Smith; Aidan Peppin; Sungjin Hong; Manoj Govindassamy; Terrence Zhao; Sandra Kublik; Meor Amer; et al. (CoRR, 2024)

Command A: An Enterprise-Ready Large Language Model. - Aakanksha; Arash Ahmadian; Marwan Ahmed; Jay Alammar; Milad Alizadeh; Yazeed Alnumay; Sophia Althammer; Arkady Arkhangorodsky; Viraat Aryabumi; Dennis Aumiller; Raphaël Avalos; Zahara Aviv; et al. (CoRR, 2025)

Aya Vision: Advancing the Frontier of Multilingual Multimodality. - Saurabh Dash; Yiyang Nan; John Dang; Arash Ahmadian; Shivalika Singh; Madeline Smith; Bharat Venkitesh; Vlad Shmyhlo; Viraat Aryabumi; Walter Beller-Morales; Jeremy Pekmez; Jason Ozuzu; et al. (CoRR, 2025)

The Multilingual Divide and Its Impact on Global AI Safety. - Aidan Peppin; Julia Kreutzer; Alice Schoenauer Sebag; Kelly Marchisio; Beyza Ermis; John Dang; Samuel Cahyawijaya; Shivalika Singh; Seraphina Goldfarb-Tarrant; Viraat Aryabumi; Aakanksha; Wei-Yin Ko; et al. (CoRR, 2025)