Showing 2025Show all
2 papers · 1 filter
cs.AI2025
Do GFlowNets Transfer? Case Study on the Game of 24/42
Adesh Gupta, Abhinav Kumar, Mansi Gupta +1
Generating diverse solutions is key to human-like reasoning, yet autoregressive language models focus on single accurate responses, limiting creativity. GFlowNets optimize solution…
cs.LG2025
Pruning as a Defense: Reducing Memorization in Large Language Models
Mansi Gupta, Nikhar Waghela, Sarthak Gupta +2
Large language models have been shown to memorize significant portions of their training data, which they can reproduce when appropriately prompted. This work investigates the impa…