Imagen de Portada

Specialists or Generalists? Multi-Agent and Single-Agent LLMs for Essay Grading

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Idowu, Jamiu Adekunle, Almasoud, Ahmed
Formato:	Preprint
Publicado:	2026
Materias:	Computation and Language Multiagent Systems
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Mapping Human Anti-collusion Mechanisms to Multi-agent AI Systems
por: Idowu, Jamiu, et al.
Publicado: (2026)

Evaluating Multi-Agent LLM Architectures for Rare Disease Diagnosis
por: Almasoud, Ahmed
Publicado: (2026)

Single-Agent LLMs Outperform Multi-Agent Systems on Multi-Hop Reasoning Under Equal Thinking Token Budgets
por: Tran, Dat, et al.
Publicado: (2026)

SciAgent: A Unified Multi-Agent System for Generalistic Scientific Reasoning
por: Li, Xuchen, et al.
Publicado: (2025)

Agents that Matter: Optimizing Multi-Agent LLMs via Removal-Based Attribution
por: Lu, Mingyu, et al.
Publicado: (2026)

Debate-Driven Multi-Agent LLMs for Phishing Email Detection
por: Nguyen, Ngoc Tuong Vy, et al.
Publicado: (2025)

A Novel Hierarchical Multi-Agent System for Payments Using LLMs
por: Chua, Joon Kiat, et al.
Publicado: (2026)

MAS-GPT: Training LLMs to Build LLM-based Multi-Agent Systems
por: Ye, Rui, et al.
Publicado: (2025)

Preventing Rogue Agents Improves Multi-Agent Collaboration
por: Barbi, Ohav, et al.
Publicado: (2025)

Rethinking the Value of Multi-Agent Workflow: A Strong Single Agent Baseline
por: Xu, Jiawei, et al.
Publicado: (2026)

LingxiDiagBench: A Multi-Agent Framework for Benchmarking LLMs in Chinese Psychiatric Consultation and Diagnosis
por: Xu, Shihao, et al.
Publicado: (2026)

AgentNet: Decentralized Evolutionary Coordination for LLM-based Multi-Agent Systems
por: Yang, Yingxuan, et al.
Publicado: (2025)

Multi-User Large Language Model Agents
por: Yang, Shu, et al.
Publicado: (2026)

Adaptive Graph Pruning for Multi-Agent Communication
por: Li, Boyi, et al.
Publicado: (2025)

You Only Align Once: Propagating Cooperative Behaviors in Multi-Agent Systems through Seed Agents
por: Hsing, Nicole, et al.
Publicado: (2026)

Which Agent Causes Task Failures and When? On Automated Failure Attribution of LLM Multi-Agent Systems
por: Zhang, Shaokun, et al.
Publicado: (2025)

Multi Agent based Medical Assistant for Edge Devices
por: Gawade, Sakharam, et al.
Publicado: (2025)

Do Mixed-Vendor Multi-Agent LLMs Improve Clinical Diagnosis?
por: Yuan, Grace Chang, et al.
Publicado: (2026)

X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs
por: Ye, Rui, et al.
Publicado: (2025)

Long Live the Librarian! A Persistent Search Sub-Agent for Energy-Efficient Multi-Agent Software Engineering Systems
por: Cho, Seunghyuk, et al.
Publicado: (2026)

Towards Self-Improving Error Diagnosis in Multi-Agent Systems
por: Li, Jiazheng, et al.
Publicado: (2026)

Anemoi: A Semi-Centralized Multi-agent System Based on Agent-to-Agent Communication MCP server from Coral Protocol
por: Ren, Xinxing, et al.
Publicado: (2025)

Systematic Failures in Collective Reasoning under Distributed Information in Multi-Agent LLMs
por: Li, Yuxuan, et al.
Publicado: (2025)

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

SkillMAS: Skill Co-Evolution with LLM-based Multi-Agent System
por: Pan, Shuai, et al.
Publicado: (2026)

ValueFlow: Measuring the Propagation of Value Perturbations in Multi-Agent LLM Systems
por: Liu, Jinnuo, et al.
Publicado: (2026)

SPASM: Stable Persona-driven Agent Simulation for Multi-turn Dialogue Generation
por: Luo, Han, et al.
Publicado: (2026)

Breaking Event Rumor Detection via Stance-Separated Multi-Agent Debate
por: Zhang, Mingqing, et al.
Publicado: (2024)

Debate or Vote: Which Yields Better Decisions in Multi-Agent Large Language Models?
por: Choi, Hyeong Kyu, et al.
Publicado: (2025)

Q-KVComm: Efficient Multi-Agent Communication Via Adaptive KV Cache Compression
por: Kriuk, Boris, et al.
Publicado: (2025)

The Social Cost of Intelligence: Emergence, Propagation, and Amplification of Stereotypical Bias in Multi-Agent Systems
por: Nguyen, Thi-Nhung, et al.
Publicado: (2025)

GEMA-Score: Granular Explainable Multi-Agent Scoring Framework for Radiology Report Evaluation
por: Zhang, Zhenxuan, et al.
Publicado: (2025)

Following the TRACE: A Structured Path to Empathetic Response Generation with Multi-Agent Models
por: Liu, Ziqi, et al.
Publicado: (2025)

The Subtle Art of Defection: Understanding Uncooperative Behaviors in LLM based Multi-Agent Systems
por: Kulshreshtha, Devang, et al.
Publicado: (2025)

MAS$^2$: Self-Generative, Self-Configuring, Self-Rectifying Multi-Agent Systems
por: Wang, Kun, et al.
Publicado: (2025)

FilmAgent: A Multi-Agent Framework for End-to-End Film Automation in Virtual 3D Spaces
por: Xu, Zhenran, et al.
Publicado: (2025)

How Brittle is Agent Safety? Rethinking Agent Risk under Intent Concealment and Task Complexity
por: Ma, Zihan, et al.
Publicado: (2025)

Superficial Success vs. Internal Breakdown: An Empirical Study of Generalization in Adaptive Multi-Agent Systems
por: So, Namyoung, et al.
Publicado: (2026)

RoadMapper: A Multi-Agent System for Roadmap Generation of Solving Complex Research Problems
por: Liu, Jiacheng, et al.
Publicado: (2026)

SEVADE: Self-Evolving Multi-Agent Analysis with Decoupled Evaluation for Hallucination-Resistant Irony Detection
por: Liu, Ziqi, et al.
Publicado: (2025)