conftrace_

multi-agent collaboration

59 papers

Explore in graph

Co-occurring keywords

multi-agent system (1819) large language model (13587) question answering (2963) llm agent (162) graph neural network (3962) multimodal large language model (966) language model (4599) theory of mind (122) agent collaboration (14) small language model (204)

Papers

AMATA: Adaptive Multi-Agent Trajectory Alignment for Knowledge-Intensive Question Answering ACL 2026
S-DAG: A Subject-Based Directed Acyclic Graph for Multi-Agent Heterogeneous Reasoning AAAI 2026
GENMAC: Compositional Text-to-Video Generation with Multi-Agent Collaboration AAAI 2026
ACE-Router: Generalizing History-Aware Routing from MCP Tools to the Agent Web ACL 2026
InEx: Hallucination Mitigation via Introspection and Cross-Modal Multi-Agent Collaboration AAAI 2026
VirtualEnv: A Platform for Embodied AI Research AAAI 2026
NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering EACL 2026
Automatic Paper Reviewing with Heterogeneous Graph Reasoning over LLM-Simulated Reviewer-Author Debates AAAI 2026
Conversational Learning Diagnosis via Reasoning Multi-Turn Interactive Learning AAAI 2026
MAMA-Memeia! Multi-Aspect Multi-Agent Collaboration for Depressive Symptoms Identification in Memes AAAI 2026
Leibniz: Theory-of-Mind Driven Neuro-Symbolic Logical Reasoning via Multi-Agent Collaboration ACL 2026
Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration ACL 2026
MACoT: Synthesizing Chains of Thought for Small Models via Multi-Agent Collaboration AAAI 2026
DeepWriter: A Multi-Agent Collaboration Framework for Information-rich Ultra-long Book Writing AAAI 2026
Verification-Aware Planning for Multi-Agent Systems EACL 2026
VILLAIN at AVerImaTeC: Verifying Image–Text Claims via Multi-Agent Collaboration EACL 2026
Navigating the Infinite Dynamic Web Space: Effective In-Context Exploration via Cognitive Multi-Agent Collaboration EACL 2026
A Strategic Coordination Framework of Small LMs Matches Large LMs in Data Synthesis ACL 2025
A Knowledge-driven Adaptive Collaboration of LLMs for Enhancing Medical Decision-making EMNLP 2025
Efficient Multi-Agent Collaboration with Tool Use for Online Planning in Complex Table Question Answering NAACL 2025
DDO: Dual-Decision Optimization for LLM-Based Medical Consultation via Multi-Agent Collaboration EMNLP 2025
An LLM-based Framework for Biomedical Terminology Normalization in Social Media via Multi-Agent Collaboration COLING 2025
G-MACT at SemEval-2025 Task 8: Exploring Planning and Tool Use in Question Answering over Tabular Data SEMEVAL 2025
AMACE: Automatic Multi-Agent Chart Evolution for Iteratively Tailored Chart Generation EMNLP 2025
MARK: Multi-agent Collaboration with Ranking Guidance for Text-attributed Graph Clustering ACL 2025