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Planning

3112 directly classified papers

Papers per year

Papers

SPORTSQL: An Interactive System for Real-Time Sports Reasoning and Visualization IJCNLP 2025

G-MACT at SemEval-2025 Task 8: Exploring Planning and Tool Use in Question Answering over Tabular Data SEMEVAL 2025

Bilevel Learning for Bilevel Planning RSS 2025

TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data SEMEVAL 2025

A Modal Logic of Optimality (Student Abstract) AAAI 2025

TCP: a Benchmark for Temporal Constraint-Based Planning EMNLP 2025

Collaborative Object Transportation in Space via Impact Interactions RSS 2025

From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning IJCNLP 2025

FloNa: Floor Plan Guided Embodied Visual Navigation AAAI 2025

AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System EMNLP 2025

PDBs Go Numeric: Pattern-Database Heuristics for Simple Numeric Planning AAAI 2025

LogicTree: Structured Proof Exploration for Coherent and Rigorous Logical Reasoning with Large Language Models EMNLP 2025

A Domain-Independent Agent Architecture for Adaptive Operation in Evolving Open Worlds AAAI 2025

Declarative Techniques for NL Queries over Heterogeneous Data EMNLP 2025

State Encodings for GNN-Based Lifted Planners AAAI 2025

No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. IJCNLP 2025

Diverge to Induce Prompting: Multi-Rationale Induction for Zero-Shot Reasoning IJCNLP 2025

BRACU_CL at BLP-2025 Task 2: CodeMist: A Transformer-Based Framework for Bangla Instruction-to-Code Generation IJCNLP 2025

Process-Supervised Reinforcement Learning for Code Generation EMNLP 2025

MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs EMNLP 2025

UniDebugger: Hierarchical Multi-Agent Framework for Unified Software Debugging EMNLP 2025

START: Self-taught Reasoner with Tools EMNLP 2025

AskToAct: Enhancing LLMs Tool Use via Self-Correcting Clarification EMNLP 2025

CCQA: Generating Question from Solution Can Improve Inference-Time Reasoning in SLMs EMNLP 2025

Divide, Link, and Conquer: Recall-oriented Schema Linking for NL-to-SQL via Question Decomposition EMNLP 2025