Tag
SeDeM is a selective decompression framework that stores long-context hidden states in a compact memory bank and decompresses only query-relevant blocks for decoder conditioning, improving QA accuracy and efficiency over compression baselines.
ReFact proposes an adaptive fact-restatement citation framework that trains LLMs to decide when reasoning steps need contextual grounding, improving faithfulness and compactness in chain-of-thought reasoning while reducing token consumption.