task decomposition

AdaptJobRec: Enhancing Conversational Career Recommendation Through an LLM-Powered Agentic System AAAI 2026 Conditional Diffusion Model for Multi-Agent Dynamic Task Decomposition AAAI 2026 From Query to Counsel: Structured Reasoning with a Multi-Agent Framework and Dataset for Legal Consultation ACL 2026 Hypertension and Total-Order Forward Decomposition Optimizations (Abstract Reprint) AAAI 2026 IndoorUAV: Benchmarking Vision-Language UAV Navigation in Continuous Indoor Environments AAAI 2026 Patho-AgenticRAG: Towards Multimodal Agentic Retrieval-Augmented Generation for Pathology VLMs via Reinforcement Learning AAAI 2026 Symphony: A Cognitively-Inspired Multi-Agent System for Long-Video Understanding CVPR 2026 T4NMTD: Transition-Centric Reinforcement Learning for Non-Markovian Task Decomposition AAAI 2026 Training High-Level Schedulers with Execution-Feedback Reinforcement Learning for Long-Horizon GUI Automation CVPR 2026 UAlberta at SemEval-2026 Task 5: Disambiguating Stories via Task Decomposition SemEval 2026 Verification-Aware Planning for Multi-Agent Systems EACL 2026 ACT: Knowledgeable Agents to Design and Perform Complex Tasks ACL 2025 AgentDiagnose: An Open Toolkit for Diagnosing LLM Agent Trajectories EMNLP 2025 Agent-Oriented Planning in Multi-Agent Systems ICLR 2025 ASHiTA: Automatic Scene-grounded HIerarchical Task Analysis CVPR 2025 Automatic Evaluation for Text-to-image Generation: Task-decomposed Framework, Distilled Training, and Meta-evaluation Benchmark ACL 2025 Benchmarking Agentic Workflow Generation ICLR 2025 Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models EMNLP 2025 CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation ICLR 2025 Chain-of-Thought Provably Enables Learning the (Otherwise) Unlearnable ICLR 2025 ChemAgent: Self-updating Memories in Large Language Models Improves Chemical Reasoning ICLR 2025 Code-BT: A Code-Driven Approach to Behavior Tree Generation for Robot Tasks Planning with Large Language Models IJCAI 2025 CogStack-KCL-UCL at ArchEHR-QA 2025: Investigating Hybrid LLM Approaches for Grounded Clinical Question Answering ACL 2025 CompKBQA: Component-wise Task Decomposition for Knowledge Base Question Answering EMNLP 2025 Decompose-ToM: Enhancing Theory of Mind Reasoning in Large Language Models through Simulation and Task Decomposition COLING 2025