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One post tagged with "Language Model"

Language model architectures and applications.

Conceptual diagram of retrieving relevant tokens from input context and copying them into a linear recurrent state
Research::6 min

Resona: Using Retrieval to Improve Context Copying in Linear Recurrent Models

Resona is a framework that retrieves needed information from the input context and reinjects it into a linear recurrent language model. Based on the paper's abstract, this article examines the bottleneck in context copying, the meaning of combining retrieval with recurrence, and the evaluation, cost, and evidence that must be checked before practical adoption.