Shivalika Singh

Researcher, Cohere Labs

1 paper at NeurIPS 2025

OpenReview· Semantic Scholar· Google Scholar

Poster Session 3

Thursday, December 4, 2025 · 11:00 AM → 2:00 PM

#4109 · Shivalika Singh, Yiyang Nan, Alex Wang, Daniel D'souza, Sayash Kapoor, Ahmet Üstün, Sanmi Koyejo, Yuntian Deng, Shayne Longpre, Noah A. Smith, Beyza Ermis, Marzieh Fadaee, Sara Hooker

Chatbot Arena has become a leading platform for ranking AI models. Our extensive study uncovers hidden dynamics that distort rankings and provides concrete steps to enhance fairness and transparency in evaluation of models on Chatbot Arena.