Copertina

Cochain: Balancing Insufficient and Excessive Collaboration in LLM Agent Workflows

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Zhao, Jiaxing, Xie, Hongbin, Lei, Yuzhen, Song, Xuan, Shi, Zhuoran, Li, Lianxin, Liu, Shuangxue, Xie, Linguo, Zhang, Haoran
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computation and Language
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

MSCoRe: A Benchmark for Multi-Stage Collaborative Reasoning in LLM Agents
di: Lei, Yuzhen, et al.
Pubblicazione: (2025)

MetaGen: Self-Evolving Roles and Topologies for Multi-Agent LLM Reasoning
di: Wang, Yimeng, et al.
Pubblicazione: (2026)

Communication to Completion: Modeling Collaborative Workflows with Intelligent Multi-Agent Communication
di: Lu, Yiming, et al.
Pubblicazione: (2025)

Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm
di: Xie, Yuanzhen, et al.
Pubblicazione: (2024)

Cross-Task Experiential Learning on LLM-based Multi-Agent Collaboration
di: Li, Yilong, et al.
Pubblicazione: (2025)

nvAgent: Automated Data Visualization from Natural Language via Collaborative Agent Workflow
di: Ouyang, Geliang, et al.
Pubblicazione: (2025)

CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring
di: Su, Jiamin, et al.
Pubblicazione: (2025)

CACA Agent: Capability Collaboration based AI Agent
di: Xu, Peng, et al.
Pubblicazione: (2024)

AgentSynth: Scalable Task Generation for Generalist Computer-Use Agents
di: Xie, Jingxu, et al.
Pubblicazione: (2025)

Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
di: Chen, Weize, et al.
Pubblicazione: (2024)

FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents
di: Xiao, Ruixuan, et al.
Pubblicazione: (2024)

PatchBoard: Schema-Grounded State Mutation for Reliable and Auditable LLM Multi-Agent Collaboration
di: Zhang, Shuyu, et al.
Pubblicazione: (2026)

LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay
di: Lan, Yihuai, et al.
Pubblicazione: (2023)

L0: Reinforcement Learning to Become General Agents
di: Zhang, Junjie, et al.
Pubblicazione: (2025)

PPAI: Enabling Personalized LLM Agent Interoperability for Collaborative Edge Intelligence
di: Wang, Zile, et al.
Pubblicazione: (2026)

MathLearner: A Large Language Model Agent Framework for Learning to Solve Mathematical Problems
di: Xie, Wenbei, et al.
Pubblicazione: (2024)

EpiBench: Benchmarking Multi-turn Research Workflows for Multimodal Agents
di: Dong, Xuan, et al.
Pubblicazione: (2026)

AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering
di: Zhang, Zheyuan, et al.
Pubblicazione: (2025)

When LLMs Team Up: The Emergence of Collaborative Affective Computing
di: Lai, Wenna, et al.
Pubblicazione: (2025)

Multi-Agent Collaboration via Evolving Orchestration
di: Dang, Yufan, et al.
Pubblicazione: (2025)

WorkflowLLM: Enhancing Workflow Orchestration Capability of Large Language Models
di: Fan, Shengda, et al.
Pubblicazione: (2024)

Chasing the Public Score: User Pressure and Evaluation Exploitation in Coding Agent Workflows
di: Chen, Hardy, et al.
Pubblicazione: (2026)

A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration
di: Liu, Zijun, et al.
Pubblicazione: (2023)

Establishing Trustworthy LLM Evaluation via Shortcut Neuron Analysis
di: Zhu, Kejian, et al.
Pubblicazione: (2025)

AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration
di: Wang, Zhexuan, et al.
Pubblicazione: (2025)

Flooding Spread of Manipulated Knowledge in LLM-Based Multi-Agent Communities
di: Ju, Tianjie, et al.
Pubblicazione: (2024)

SABER: Switchable and Balanced Training for Efficient LLM Reasoning
di: Zhao, Kai, et al.
Pubblicazione: (2025)

Agent Workflow Memory
di: Wang, Zora Zhiruo, et al.
Pubblicazione: (2024)

Preference-Aware Memory Update for Long-Term LLM Agents
di: Sun, Haoran, et al.
Pubblicazione: (2025)

Game-theoretic LLM: Agent Workflow for Negotiation Games
di: Hua, Wenyue, et al.
Pubblicazione: (2024)

Reinforce LLM Reasoning through Multi-Agent Reflection
di: Yuan, Yurun, et al.
Pubblicazione: (2025)

Automating Structural Engineering Workflows with Large Language Model Agents
di: Liang, Haoran, et al.
Pubblicazione: (2025)

CORTEX: Collaborative LLM Agents for High-Stakes Alert Triage
di: Wei, Bowen, et al.
Pubblicazione: (2025)

CBT-LLM: A Chinese Large Language Model for Cognitive Behavioral Therapy-based Mental Health Question Answering
di: Na, Hongbin
Pubblicazione: (2024)

Human-LLM Collaborative Feature Engineering for Tabular Data
di: Li, Zhuoyan, et al.
Pubblicazione: (2026)

OdysseyBench: Evaluating LLM Agents on Long-Horizon Complex Office Application Workflows
di: Wang, Weixuan, et al.
Pubblicazione: (2025)

ScoreFlow: Mastering LLM Agent Workflows via Score-based Preference Optimization
di: Wang, Yinjie, et al.
Pubblicazione: (2025)

FlowCompile: An Optimizing Compiler for Structured LLM Workflows
di: Li, Junyan, et al.
Pubblicazione: (2026)

CRE-LLM: A Domain-Specific Chinese Relation Extraction Framework with Fine-tuned Large Language Model
di: Shi, Zhengpeng, et al.
Pubblicazione: (2024)

Balancing Understanding and Generation in Discrete Diffusion Models
di: Liu, Yue, et al.
Pubblicazione: (2026)