Cover Image

Roles with Rails: Contract-Preserving Role Evolution in Multi-Agent Structured Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ge, Ling-Yue, Guo, Lan-Zhe
Format:	Preprint
Published:	2026
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Rose-SQL: Role-State Evolution Guided Structured Reasoning for Multi-Turn Text-to-SQL
by: Zhou, Le, et al.
Published: (2026)

CRPO: Character-centric Group Relative Policy Optimization for Role-aware Reasoning in Role-playing Agents
by: Tang, Yihong, et al.
Published: (2026)

Thinking in Character: Advancing Role-Playing Agents with Role-Aware Reasoning
by: Tang, Yihong, et al.
Published: (2025)

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

Debating the Unspoken: Role-Anchored Multi-Agent Reasoning for Half-Truth Detection
by: Tang, Yixuan, et al.
Published: (2026)

Character-R1: Enhancing Role-Aware Reasoning in Role-Playing Agents via RLVR
by: Tang, Yihong, et al.
Published: (2026)

ClinicalAgent: Clinical Trial Multi-Agent System with Large Language Model-based Reasoning
by: Yue, Ling, et al.
Published: (2024)

MOA: Multi-Objective Alignment for Role-Playing Agents
by: Liao, Chonghua, et al.
Published: (2025)

Stance Detection with Collaborative Role-Infused LLM-Based Agents
by: Lan, Xiaochong, et al.
Published: (2023)

Improving Clinical Diagnosis with Counterfactual Multi-Agent Reasoning
by: You, Zhiwen, et al.
Published: (2026)

Exploring the Role of Reasoning Structures for Constructing Proofs in Multi-Step Natural Language Reasoning with Large Language Models
by: Zheng, Zi'ou, et al.
Published: (2024)

Dynamic Role Assignment for Multi-Agent Debate
by: Zhang, Miao, et al.
Published: (2026)

Close the Loop: Synthesizing Infinite Tool-Use Data via Multi-Agent Role-Playing
by: Li, Yuwen, et al.
Published: (2025)

Joint Optimization of Reasoning and Dual-Memory for Self-Learning Diagnostic Agent
by: Li, Bingxuan, et al.
Published: (2026)

From Query to Counsel: Structured Reasoning with a Multi-Agent Framework and Dataset for Legal Consultation
by: Lu, Mingfei, et al.
Published: (2026)

From Biased Chatbots to Biased Agents: Examining Role Assignment Effects on LLM Agent Robustness
by: Cao, Linbo, et al.
Published: (2026)

MoRAgent: Parameter Efficient Agent Tuning with Mixture-of-Roles
by: Han, Jing, et al.
Published: (2025)

CodeDelegator: Mitigating Context Pollution via Role Separation in Code-as-Action Agents
by: Fei, Tianxiang, et al.
Published: (2026)

Unveiling the Secrets of Engaging Conversations: Factors that Keep Users Hooked on Role-Playing Dialog Agents
by: Zhang, Shuai, et al.
Published: (2024)

MERRY: Semantically Decoupled Evaluation of Multimodal Emotional and Role Consistencies of Role-Playing Agents
by: Wang, Zhenyu, et al.
Published: (2026)

Can Lessons From Human Teams Be Applied to Multi-Agent Systems? The Role of Structure, Diversity, and Interaction Dynamics
by: Muralidharan, Rasika, et al.
Published: (2025)

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration
by: Zhou, Yucheng, et al.
Published: (2025)

Neeko: Leveraging Dynamic LoRA for Efficient Multi-Character Role-Playing Agent
by: Yu, Xiaoyan, et al.
Published: (2024)

SpeechRole: A Large-Scale Dataset and Benchmark for Evaluating Speech Role-Playing Agents
by: Jiang, Changhao, et al.
Published: (2025)

StructKV: Preserving the Structural Skeleton for Scalable Long-Context Inference
by: Chen, Zhirui, et al.
Published: (2026)

Better Zero-Shot Reasoning with Role-Play Prompting
by: Kong, Aobo, et al.
Published: (2023)

Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents
by: Man, Fanhang, et al.
Published: (2025)

RCR-Router: Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memory
by: Liu, Jun, et al.
Published: (2025)

Test-Time-Matching: Decouple Personality, Memory, and Linguistic Style in LLM-based Role-Playing Language Agent
by: Zhan, Xiaoyu, et al.
Published: (2025)

One Model, All Roles: Multi-Turn, Multi-Agent Self-Play Reinforcement Learning for Conversational Social Intelligence
by: Jiang, Bowen, et al.
Published: (2026)

Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models
by: Wang, Rui, et al.
Published: (2024)

Through the Lens of Character: Resolving Modality-Role Interference in Multimodal Role-Playing Agent
by: Tang, Yihong, et al.
Published: (2026)

Beyond Overlap Metrics: Rewarding Reasoning and Preferences for Faithful Multi-Role Dialogue Summarization
by: Mei, Xiaoyong, et al.
Published: (2026)

RCBSF: A Multi-Agent Framework for Automated Contract Revision via Stackelberg Game
by: Xu, Shijia, et al.
Published: (2026)

Multi-Agent Causal Reasoning for Suicide Ideation Detection Through Online Conversations
by: Li, Jun, et al.
Published: (2026)

On the Role of Preference Variance in Preference Optimization
by: Guo, Jiacheng, et al.
Published: (2025)

Thinking with Tables: Enhancing Multi-Modal Tabular Understanding via Neuro-Symbolic Reasoning
by: Yu, Kun-Yang, et al.
Published: (2026)

ChatCFD: An LLM-Driven Agent for End-to-End CFD Automation with Structured Knowledge and Reasoning
by: Fan, E, et al.
Published: (2025)

SmartThinker: Learning to Compress and Preserve Reasoning by Step-Level Length Control
by: He, Xingyang, et al.
Published: (2025)

A Role-Aware Multi-Agent Framework for Financial Education Question Answering with LLMs
by: Zhu, Andy, et al.
Published: (2025)