conftrace_

travel planning

14 papers

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Co-occurring keywords · papers mentioning both

large language model (11) constraint satisfaction (3) spatio-temporal reasoning (2) personalized recommendation (2) agent system (2) tool use (2) constrained optimization (2) benchmark evaluation (2) tool-use agent (1) large language model agent (1)

Papers

Beyond Itinerary Planning—A Real-World Benchmark for Multi-Turn and Tool-Using Travel Tasks ACL 2026 CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents ACL 2026 DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints ACL 2026 VIR-Bench: Evaluating Geospatial and Temporal Understanding of MLLMs via Travel Video Itinerary Reconstruction AAAI 2026 Can LLMs Truly Plan? A Comprehensive Evaluation of Planning Capabilities EMNLP 2025 Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification Tools NAACL 2025 Personal Travel Solver: A Preference-Driven LLM-Solver System for Travel Planning ACL 2025 RETAIL: Towards Real-world Travel Planning for Large Language Models EMNLP 2025 TP-RAG: Benchmarking Retrieval-Augmented Large Language Model Agents for Spatiotemporal-Aware Travel Planning EMNLP 2025 TripCraft: A Benchmark for Spatio-Temporally Fine Grained Travel Planning ACL 2025 TripTailor: A Real-World Benchmark for Personalized Travel Planning ACL 2025 Personal Large Language Model Agents: A Case Study on Tailored Travel Planning EMNLP 2024 To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning EMNLP 2024 TravelPlanner: A Benchmark for Real-World Planning with Language Agents ICML 2024