2 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
When Does Selection Replace Extraction? A Pre-Registered Test of Agent Memory with a Typed Decision Model
Rishabh Sharma, Rishika Lall
Does conversational memory need LLM-extracted facts, or is selecting the right raw turns enough? Published results disagree. Extraction-based systems report gains from distilled fa…