← Learning Types
Machine Learning › Learning Types ›

Multi-Agent Systems

788 directly classified papers

Papers per year

Papers

Enhancing Text-to-SQL with Question Classification and Multi-Agent Collaboration NAACL 2025
Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction NAACL 2025
JHU’s Submission to the AmericasNLP 2025 Shared Task on the Creation of Educational Materials for Indigenous Languages NAACL 2025
Multi-lingual Multi-turn Automated Red Teaming for LLMs NAACL 2025
LLM-based Collaborative Agents with Pedagogy-guided Interaction Modeling for Timely Instructive Feedback Generation in Task-oriented Group Discussions IJCAI 2025
GEMMAS: Graph-based Evaluation Metrics for Multi Agent Systems EMNLP 2025
MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering ACL 2025
Mind the Cost of Scaffold! Benign Clients May Even Become Accomplices of Backdoor Attack ICCV 2025
AdaDrive: Self-Adaptive Slow-Fast System for Language-Grounded Autonomous Driving ICCV 2025
RoboFactory: Exploring Embodied Agent Collaboration with Compositional Constraints ICCV 2025
Dynamic Multi-Interest Graph Neural Network for Session-Based Recommendation AAAI 2025
Quest2DataAgent: Automating End-to-End Scientific Data Collection EMNLP 2025
FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025
Exploring the Efficacy of Multi-Agent Reinforcement Learning for Autonomous Cyber Defence: A CAGE Challenge 4 Perspective AAAI 2025
LLM-Based Multi-Agent Systems are Scalable Graph Generative Models ACL 2025
Active Geospatial Search for Efficient Tenant Eviction Outreach AAAI 2025
MSA at SemEval-2025 Task 3: High Quality Weak Labeling and LLM Ensemble Verification for Multilingual Hallucination Detection SEMEVAL 2025
Sequential Order Adjustment of Action Decisions for Multi-Agent Transformer (Student Abstract) AAAI 2025
TST: A Schema-Based Top-Down and Dynamic-Aware Agent of Text-to-Table Tasks ACL 2025
An Adversary-Resistant Multi-Agent LLM System via Credibility Scoring IJCNLP 2025
Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System ACL 2025
HARBOR: Exploring Persona Dynamics in Multi-Agent Competition IJCNLP 2025
LLM Agents for Coordinating Multi-User Information Gathering ACL 2025
Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation EMNLP 2025
Client Selection for Federated Policy Optimization with Environment Heterogeneity JMLR 2025