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Planning

3112 directly classified papers

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Papers

Wizard of Shopping: Target-Oriented E-commerce Dialogue Generation with Decision Tree Branching ACL 2025
RethinkMCTS: Refining Erroneous Thoughts in Monte Carlo Tree Search for Code Generation EMNLP 2025
Mining the Past with Dual Criteria: Integrating Three types of Historical Information for Context-aware Event Forecasting EMNLP 2025
TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route EMNLP 2025
Learning SQL Like a Human: Structure-Aware Curriculum Learning for Text-to-SQL Generation EMNLP 2025
Prejudge-Before-Think: Enhancing Large Language Models at Test-Time by Process Prejudge Reasoning EMNLP 2025
SPaRC: A Spatial Pathfinding Reasoning Challenge EMNLP 2025
DSG-MCTS: A Dynamic Strategy-Guided Monte Carlo Tree Search for Diversified Reasoning in Large Language Models EMNLP 2025
CityEQA: A Hierarchical LLM Agent on Embodied Question Answering Benchmark in City Space EMNLP 2025
ProcWorld: Benchmarking Large Model Planning in Reachability-Constrained Environments EMNLP 2025
Coarse-to-Fine Grounded Memory for LLM Agent Planning EMNLP 2025
AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification EMNLP 2025
ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges EMNLP 2025
From Objectives to Questions: A Planning-based Framework for Educational Mathematical Question Generation ACL 2025
Advancing Reasoning with Off-the-Shelf LLMs: A Semantic Structure Perspective EMNLP 2025
Process-Supervised Reinforcement Learning for Code Generation EMNLP 2025
CoT-VLA: Visual Chain-of-Thought Reasoning for Vision-Language-Action Models CVPR 2025
ConstraintLLM: A Neuro-Symbolic Framework for Industrial-Level Constraint Programming EMNLP 2025
UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging EMNLP 2025
Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation EMNLP 2025
Agentic Knowledgeable Self-awareness ACL 2025
Logical Reasoning with Outcome Reward Models for Test-Time Scaling EMNLP 2025
Dyve: Thinking Fast and Slow for Dynamic Process Verification EMNLP 2025
TCP: a Benchmark for Temporal Constraint-Based Planning EMNLP 2025
LLM-based Open Domain Planning by Leveraging Entity-Attribute-Level Domain Models EMNLP 2025