A chunk-wise inference method called Smooth Reading lets recurrent LLMs match or exceed self-attention LLMs on LongBench and Needle-in-a-Haystack while keeping linear-time efficiency.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Smooth Reading: Bridging the Gap of Recurrent LLM to Self-Attention LLM on Long-Context Tasks
A chunk-wise inference method called Smooth Reading lets recurrent LLMs match or exceed self-attention LLMs on LongBench and Needle-in-a-Haystack while keeping linear-time efficiency.