3 papers
cs.LG2026
Next Token or Vector? Learning How Far to Decode
Sai Sreenivas Chintha, Chidera Biringa, Rishab Sharma +6
Standard autoregressive decoding advances one token at a time, even when several upcoming tokens can be predicted together. We propose CADENCE (Context-Adaptive DEcoding), a genera…
cs.AI2026
Chain-of-Sanitized-Thoughts: Plugging PII Leakage in CoT of Large Reasoning Models
Arghyadeep Das, Sai Sreenivas Chintha, Rishiraj Girmal +2
Large Reasoning Models (LRMs) improve performance, reliability, and interpretability by generating explicit chain-of-thought (CoT) reasoning, but this transparency introduces a ser…
cs.CL2025
XLM: A Python package for non-autoregressive language models
Dhruvesh Patel, Durga Prasad Maram, Sai Sreenivas Chintha +2
In recent years, there has been a resurgence of interest in non-autoregressive text generation in the context of general language modeling. Unlike the well-established autoregressi…