Wei Chen
Author directoryOther people with similar names: Wei Chen, Wei Chen, Wei Chen, Wei Chen, Wei Chen, Wei Chen, Wei Chen, Wei Chen, Wei Chen, Wei Chen
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2026
Trip+: Benchmarking Agents in Personalized Interactive Travel Planning
Junle Chen | Wei Chen | Yehong Xu | Zhengjun Huang | Yuqian Wu | Zhoujin Tian | Kai Wang | Rui Chen | Xiaofang Zhou
Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing
Junle Chen | Wei Chen | Yehong Xu | Zhengjun Huang | Yuqian Wu | Zhoujin Tian | Kai Wang | Rui Chen | Xiaofang Zhou
Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing
Interactive travel planning has become a popular use case for language models. Agents are deployed to manage evolving preferences and unexpected disruptions over multiple turns. Such settings require models to make complex, profile-conditioned planning decisions. However, existing benchmarks often evaluate feasibility, personalization, or interaction in relatively isolated settings. We therefore introduce Trip+ to measure the ability of agents to plan travel holistically. In Trip+, given traveler profiles and dynamic interactions, agents must generate and revise minute-level itineraries. End-to-end traveler experiences are evaluated via LLM-based simulators, enabling the assessment of subjective metrics like fatigue. Our scenarios range from simple request resolutions to complex environment-driven replanning. We evaluate 18 LMs and find a consistent gap in experiential quality. Models favor technically feasible but exhausting itineraries that show weaker profile alignment.