diffusion language models 1masked language modeling 1policy gradients 1reasoning benchmarks 1reinforcement learning 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.CL2026
Mask-Aware Policy Gradients for Diffusion Language Models
Haran Raajesh, Kulin Shah, Adam Klivans +1
The paper proposes mask-aware policy gradients for masked diffusion language models, decomposing the policy gradient into token and masking components, which improves performance o…
cs.LG2026
Does Generation Require Memorization? Creative Diffusion Models using Ambient Diffusion
Kulin Shah, Alkis Kalavasis, Adam R. Klivans +1
There is strong empirical evidence that the state-of-the-art diffusion modeling paradigm leads to models that memorize the training set, especially when the training set is small.…
cs.LG2025
Masked Diffusion for Generative Recommendation
Kulin Shah, Bhuvesh Kumar, Neil Shah +1
Generative recommendation (GR) with semantic IDs (SIDs) has emerged as a promising alternative to traditional recommendation approaches due to its performance gains, capitalization…