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Planning

3112 directly classified papers

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Papers

MONTROSE: LLM-driven Monte Carlo Tree Search Self-Refinement for Cross-Domain Rumor Detection ACL 2025

FirePlace: Geometric Refinements of LLM Common Sense Reasoning for 3D Object Placement CVPR 2025

Growing Through Experience: Scaling Episodic Grounding in Language Models ACL 2025

Semantic Exploration with Adaptive Gating for Efficient Problem Solving with Language Models ACL 2025

EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents ACL 2025

Open-Vocabulary Functional 3D Scene Graphs for Real-World Indoor Spaces CVPR 2025

DualRAG: A Dual-Process Approach to Integrate Reasoning and Retrieval for Multi-Hop Question Answering ACL 2025

Accelerating LLM Reasoning via Early Rejection with Partial Reward Modeling EMNLP 2025

On the Limit of Language Models as Planning Formalizers ACL 2025

DAVIS: Planning Agent with Knowledge Graph-Powered Inner Monologue EMNLP 2025

GNS: Solving Plane Geometry Problems by Neural-Symbolic Reasoning with Multi-Modal LLMs AAAI 2025

Bilevel Learning for Bilevel Planning RSS 2025

Procedure Knowledge Decoupled Distillation Strategy for Procedure Planning in Instructional Videos AAAI 2025

Just What You Desire: Constrained Timeline Summarization with Self-Reflection for Enhanced Relevance AAAI 2025

Personal Travel Solver: A Preference-Driven LLM-Solver System for Travel Planning ACL 2025

Optimal Viewpoint Selection for Autonomous Photography Using Reinforcement Learning AAAI 2025

AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment ACL 2025

Self-attention-based Graph-of-Thought for Math Problem Solving ACL 2025

World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning ACL 2025

AutoDSPy: Automating Modular Prompt Design with Reinforcement Learning for Small and Large Language Models EMNLP 2025

Automating Alternative Generation in Decision-Making EMNLP 2025

When2Call: When (not) to Call Tools NAACL 2025

<SYNTACT>: Structuring Your Natural Language SOPs into Tailored Ambiguity-Resolved Code Templates EMNLP 2025

Large Language Models Are Read/Write Policy-Makers for Simultaneous Generation AAAI 2025

Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification Tools NAACL 2025