10 citations · 17 across the 3 of their papers we have counts for
3 papers
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.IR2021★ 5 cited
Multi-class Text Classification using BERT-based Active Learning
Sumanth Prabhu, Moosa Mohamed, Hemant Misra
Text Classification finds interesting applications in the pickup and delivery services industry where customers require one or more items to be picked up from a location and delive…
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…