{"total":16,"rows":[{"id":"2503.18971","title":"LLMs as Planning Formalizers: A Survey for Leveraging Large Language Models to Construct Automated Planning Models","created":"2025-03-22","cited_by_count":38,"area":null},{"id":"2508.02900","title":"Seemingly Simple Planning Problems are Computationally Challenging: The Countdown Game","created":"2025-08-04","cited_by_count":9,"area":null},{"id":"2511.09378","title":"Frontier Large Language Models Rival State-of-the-Art Planners","created":"2025-11-12","cited_by_count":7,"area":null},{"id":"2508.01300","title":"How Far Are LLMs from Symbolic Planners? An NLP-Based Perspective","created":"2025-08-02","cited_by_count":6,"area":null},{"id":"2601.19924","title":"OPT-Engine: Benchmarking the Limits of LLMs in Optimization Modeling via Complexity Scaling","created":"2026-01-09","cited_by_count":5,"area":null},{"id":"2606.19376","title":"Cost-Optimal LLM Routing with Limited User Feedback under User Satisfaction Guarantees","created":"2026-06-12","cited_by_count":3,"area":null},{"id":"2510.08102","title":"Lossless Vocabulary Reduction for Auto-Regressive Language Models","created":"2025-10-09","cited_by_count":2,"area":null},{"id":"2607.11197","title":"What We Talk About When We Talk About LLM Planning: Evidence for Two Distinct Planning Abilities","created":"2026-07-13","cited_by_count":1,"area":null},{"id":"2608.29397","title":"AlgoWorlds: Benchmarking Tool Use for Global Optimization in Algorithmic Worlds","created":"2026-08-29","cited_by_count":1,"area":null},{"id":"2505.21674","title":"Make Planning Research Rigorous Again!","created":"2025-05-27","cited_by_count":0,"area":null},{"id":"2512.24940","title":"Iterative Deployment Improves Planning Skills in LLMs","created":"2025-12-31","cited_by_count":0,"area":null},{"id":"2602.04557","title":"Textual Planning with Explicit Latent Transitions","created":"2026-02-04","cited_by_count":0,"area":null},{"id":"2606.05734","title":"When AI Says It Feels","created":"2026-06-04","cited_by_count":0,"area":null},{"id":"2607.17710","title":"Planning with Transformers: Chain of Computation and Structured Context Windows","created":"2026-07-20","cited_by_count":0,"area":null},{"id":"2609.18731","title":"Which LLM is Best for Translating Natural Language Goals to PDDL","created":"2026-09-16","cited_by_count":0,"area":null},{"id":"2610.15415","title":"Sensitivity or Criterion? Measuring and Moving When Language Models Act","created":"2026-10-11","cited_by_count":0,"area":null}],"next_cursor":null}