2 papers
cs.CL2025
Confidence-Weighted Token Set Cover for Early Hypothesis Pruning in Self-Consistency
Md Arafat Sultan, Ramón Fernandez Astudillo
Despite its simplicity and efficacy, the high token expenditure of self-consistency can limit its practical utility. Here we investigate if self-consistency can be made more token-…
cs.CL2024
Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations
Md Arafat Sultan, Jatin Ganhotra, Ramón Fernandez Astudillo
We introduce a structured chain-of-thought (SCoT) prompting approach to generating content-grounded multi-turn question-answer conversations using a pre-trained large language mode…