Search Results for author: Bhawesh Kumar

Found 3 papers, 2 papers with code

Conformal Prediction with Large Language Models for Multi-Choice Question Answering

1 code implementation28 May 2023 Bhawesh Kumar, Charlie Lu, Gauri Gupta, Anil Palepu, David Bellamy, Ramesh Raskar, Andrew Beam

In this work, we explore how conformal prediction can be used to provide uncertainty quantification in language models for the specific task of multiple-choice question-answering.

Conformal Prediction Multiple-choice +2

Towards Reliable Zero Shot Classification in Self-Supervised Models with Conformal Prediction

no code implementations27 Oct 2022 Bhawesh Kumar, Anil Palepu, Rudraksh Tuwani, Andrew Beam

Self-supervised models trained with a contrastive loss such as CLIP have shown to be very powerful in zero-shot classification settings.

Classification Conformal Prediction +2

Cannot find the paper you are looking for? You can Submit a new open access paper.