ResearchBenchmarksPersonalized Review Writing on LongLaMP PRWFollow24.75Personalization ScorePerCE18.2519.937521.62523.3125Feb 4, 2026Evaluation ResultsMethodMethodLinksPersonalization ScoreQuality ScorePerCEBackbone=Qwen3-14BBackbone=Qwen3-14B2026.0224.7565.75LossCEBackbone=Qwen3-14BBackbone=Qwen3-14B2026.0221.7555.19EntCEBackbone=Qwen3-14BBackbone=Qwen3-14B2026.0221.7551.94CEBackbone=Qwen3-14BBackbone=Qwen3-14B2026.0218.561.56