Search Results for author: Raghuveer Thirukovalluru

Found 6 papers, 1 papers with code

Atomic Self-Consistency for Better Long Form Generations

no code implementations21 May 2024 Raghuveer Thirukovalluru, Yukun Huang, Bhuwan Dhingra

In this paper, we introduce Atomic Self-Consistency (ASC), a technique for improving the recall of relevant information in an LLM response.

Calibrating Long-form Generations from Large Language Models

no code implementations9 Feb 2024 Yukun Huang, Yixin Liu, Raghuveer Thirukovalluru, Arman Cohan, Bhuwan Dhingra

Addressing this gap, we introduce a unified calibration framework, in which both the correctness of the LLMs' responses and their associated confidence levels are treated as distributions across a range of scores.

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