10 citations · 17 across the 3 of their papers we have counts for
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cs.CL2024★ 2 cited
PEDAL: Enhancing Greedy Decoding with Large Language Models using Diverse Exemplars
Sumanth Prabhu
Self-ensembling techniques with diverse reasoning paths such as Self-Consistency have demonstrated remarkable performance gains in text generation with Large Language Models (LLMs)…
cs.CL2021★ 10 cited
Unsupervised Contextual Paraphrase Generation using Lexical Control and Reinforcement Learning
Sonal Garg, Sumanth Prabhu, Hemant Misra +1
Customer support via chat requires agents to resolve customer queries with minimum wait time and maximum customer satisfaction. Given that the agents as well as the customers can h…