two-stream

A research paper proposing NWCAD (No-Worse Context-Aware Decoding), a decode-time adapter that prevents 'neutral regression' where LLMs overwrite already-correct answers when given non-informative context, using a two-stream architecture with gated fallback to no-context decoding.