TripScore: Aligning LLMs for Real-World Travel Planning via Expert-Calibrated Reward.

arXiv:2510.09011v4 Announce Type: replace Abstract: In our deployed travel-planning service, most users give minimal inputs or free-form requests rather than the structured constraint checklists assumed by existing benchmarks. We therefore present TripScore, a