multi-agent framework

MACoT: Synthesizing Chains of Thought for Small Models via Multi-Agent Collaboration AAAI 2026 MARCH: Multi-Agent Radiology Clinical Hierarchy for CT Report Generation ACL 2026 MM-StanceDet: Retrieval-Augmented Multi-modal Multi-agent Stance Detection ACL 2026 MoMoREC: A Multi-agent Motivation Generation Framework for Residual Semantic ID-Aware Recommendation AAAI 2026 Multi-Agent Procedural Graph Extraction with Structural and Logical Refinement EACL 2026 NL ⇒ Schedule: Evaluate Multitask Scheduling Capability of Large Language Models ACL 2026 No Reader Left Behind: Multi-Agent Summaries Everyone Can Understand ACL 2026 OctoTools: A Multi-Agent Framework with Extensible Tools for Complex Reasoning ACL 2026 ODUTQA-MDC: A Task for Open-Domain Underspecified Tabular QA with Multi-turn Dialogue-based Clarification ACL 2026 OptiCo: Adaptive Distributed Training Optimization via Collaborative Agent Reasoning ACL 2026 ORCA: Orchestrated Reasoning with Collaborative Agents for Document Visual Question Answering CVPR 2026 Paper2Rebuttal: A Multi-Agent Framework for Transparent Author Response Assistance ACL 2026 ProductResearch: Training E-Commerce Deep Research Agents via Multi-Agent Synthetic Trajectory Distillation ACL 2026 Reflection in the Dark: Exposing and Escaping the Black Box in Reflective Prompt Optimization ACL 2026 Resolving Evidence Sparsity: Agentic Context Engineering for Long-Document Understanding CVPR 2026 ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents ACL 2026 SimPBL: A Multi-Agent Framework for Project-Based Learning ACL 2026 ToolSmith: A Multi-Agent Framework for Enterprise Tool Creation AAAI 2026 Towards Trustworthy Smart Contract Synthesis: A Multi-Agent Framework with Lean-Based Verification ACL 2026 Tracing the Roots: A Multi-Agent Framework for Uncovering Data Lineage in Post-Training LLMs ACL 2026 Training High-Level Schedulers with Execution-Feedback Reinforcement Learning for Long-Horizon GUI Automation CVPR 2026 VULCAN: Tool-Augmented Multi Agents for Iterative 3D Object Arrangement CVPR 2026 WRitEer: A Multi-Objective, Preference-Driven Multi-Agent Framework for Human-Like Advanced Text Generation AAAI 2026 1-2-3 Check: Enhancing Contextual Privacy in LLM via Multi-Agent Reasoning ACL 2025 A Multi-Agent Framework for Mitigating Dialect Biases in Privacy Policy Question-Answering Systems ACL 2025