Truthful Reverse Auctions for Adaptive Selection via Contextual Multi-Armed Bandits

Pronoy Patra, Sankarshan Damle, Manisha Padala +1

We study the problem of selecting large language models (LLMs) for user queries in settings where multiple LLM providers submit the cost of solving a query. From the users' perspec…