multi-agent framework

ACRM: Multi-Agent Trajectory Learning for Automated Credit Risk Model Refreshing in Production ACL 2026 Agent4FaceForgery: Multi-Agent LLM Framework for Realistic Face Forgery Detection CVPR 2026 Agent-based Substructure Counting under Local Differential Privacy ACL 2026 AgentDet: A Shared-Blackboard Multi-Agent Framework for Zero-/Few-Shot Object Detection CVPR 2026 AInterviewer: A Platform for Designing and Conducting AI-led Qualitative Interviews ACL 2026 A Multi-Agent Framework for Feature-Constrained Difficulty Control in Reading Comprehension Item Generation ACL 2026 Asynchronous Temporal Modeling with Two-Agent Framework for Streaming Dense Video Captioning CVPR 2026 AutoReproduce: Automatic AI Experiment Reproduction with Paper Lineage ACL 2026 Beyond Instruction Optimization: Multi-Agent Error-Driven Class Description Refinement for LLM-Based Classification ACL 2026 ChatHLS: Towards Systematic Design Automation and Optimization for High-Level Synthesis ACL 2026 Collaborative Chain-of-Agents for Parametric-Retrieved Knowledge Synergy ACL 2026 DanceHA: A Multi-Agent Framework for Document-Level Aspect-Based Sentiment Analysis AAAI 2026 DPC: Training-Free Text-to-SQL Candidate Selection via Dual-Paradigm Consistency ACL 2026 EcoAgent: An Efficient Device-Cloud Collaborative Multi-Agent Framework for Mobile Automation AAAI 2026 EvoSci: A Bio-Inspired Multi-Agent Framework for the Evolution of Scientific Discovery ACL 2026 FairQE: Multi-Agent Framework for Mitigating Gender Bias in Translation Quality Estimation ACL 2026 FinSight: Towards Real-World Financial Deep Research ACL 2026 From Detection to Understanding: Multi-Turn Reasoning for Video Misinformation Analysis ACL 2026 From Query to Counsel: Structured Reasoning with a Multi-Agent Framework and Dataset for Legal Consultation ACL 2026 GASim: A Graph-Accelerated Hybrid Framework for Social Simulation ACL 2026 GeoMMBench and GeoMMAgent: Toward Expert-Level Multimodal Intelligence in Geoscience and Remote Sensing CVPR 2026 HowToNarrate: A General-Domain Benchmark for Synchronized Video Narration with External Knowledge ACL 2026 Human or LLM as Standardized Patients? A Comparative Study in Medical Education ACL 2026 JointCoder: Exploring Automated ICD Coding on Real-World Chinese EHRs with a Multi-Agent Framework ACL 2026 LAMP-MedQA: A Lightweight Multi-Agent System for Patient-Oriented Medical Question Answering ACL 2026