Preprint
Aug 2026
The Disconnect Between Better Descriptive Reasoning Trace Quality and Recommendation Effectiveness
It is found that introducing explicit descriptive reasoning traces reduces traditional offline recommendation effectiveness under standard SFT and RL training, even though natural language titles produce substantially more grounded and interpretable traces.
Gustavo Penha, Juan Elenter, Claudia Hauff et al.
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