41 citations · 53 across the 9 of their papers we have counts for
3 papers · 1 filter
CATTO: Balancing Preferences and Confidence in Language Models
Nisarg Parikh, Ananya Sai, Pannaga Shivaswamy +2
Large language models (LLMs) often make accurate next token predictions but their confidence in these predictions can be poorly calibrated: high-confidence predictions are frequent…
Online Structured Prediction via Coactive Learning
Pannaga Shivaswamy, Thorsten Joachims
We propose Coactive Learning as a model of interaction between a learning system and a human user, where both have the common goal of providing results of maximum utility to the us…
Online Learning with Preference Feedback
Pannagadatta K. Shivaswamy, Thorsten Joachims
We propose a new online learning model for learning with preference feedback. The model is especially suited for applications like web search and recommender systems, where prefere…