Crowd Guilds: Worker-led Reputation and Feedback on Crowdsourcing Platforms. - Mark E. Whiting; Dilrukshi Gamage; Snehalkumar (Neil) S. Gaikwad; Aaron Gilbee; Shirish Goyal; Alipta Ballav; Dinesh Majeti; Nalin Chhibber; Angela Richmond-Fuller; Freddie Vargus; Tejas Seshadri Sarma; Varshine Chandrakanthan; et al. (CSCW, 2017)

Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning. - Shivalika Singh; Freddie Vargus; Daniel D'souza; Börje Karlsson 001; Abinaya Mahendiran; Wei-Yin Ko; Herumb Shandilya; Jay Patel; Deividas Mataciunas; Laura O'Mahony; Mike Zhang; Ramith Hettiarachchi; et al. (ACL (1), 2024)

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; et al. (ACL (1), 2024)

Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning. - Shivalika Singh; Freddie Vargus; Daniel D'souza; Börje F. Karlsson; Abinaya Mahendiran; Wei-Yin Ko; Herumb Shandilya; Jay Patel; Deividas Mataciunas; Laura O'Mahony; Mike Zhang; Ramith Hettiarachchi; et al. (CoRR, 2024)

HalluMix: A Task-Agnostic, Multi-Domain Benchmark for Real-World Hallucination Detection. - Deanna Emery; Michael Goitia; Freddie Vargus; Iulia Neagu (CoRR, 2025)