Cover Image

A Lightweight Large Language Model-Based Multi-Agent System for 2D Frame Structural Analysis

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Geng, Ziheng, Liu, Jiachen, Cao, Ran, Cheng, Lu, Wang, Haifeng, Cheng, Minghui
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Large Language Model-Empowered Agent for Reliable and Robust Structural Analysis
by: Liu, Jiachen, et al.
Published: (2025)

InsurAgent: A Large Language Model-Empowered Agent for Simulating Individual Behavior in Purchasing Flood Insurance
by: Geng, Ziheng, et al.
Published: (2025)

A Novel Multi-Agent Architecture to Reduce Hallucinations of Large Language Models in Multi-Step Structural Modeling
by: Geng, Ziheng, et al.
Published: (2026)

Automating Structural Analysis Across Multiple Software Platforms Using Large Language Models
by: Geng, Ziheng, et al.
Published: (2026)

SoM-1K: A Thousand-Problem Benchmark Dataset for Strength of Materials
by: Wan, Qixin, et al.
Published: (2025)

Framing Effects in Independent-Agent Large Language Models: A Cross-Family Behavioral Analysis
by: Wang, Zice, et al.
Published: (2026)

Structured Agent Distillation for Large Language Model
by: Liu, Jun, et al.
Published: (2025)

ToolSpectrum : Towards Personalized Tool Utilization for Large Language Models
by: Cheng, Zihao, et al.
Published: (2025)

Iterative Structured Pruning for Large Language Models with Multi-Domain Calibration
by: Wu, Guangxin, et al.
Published: (2026)

Credence Calibration Game? Calibrating Large Language Models through Structured Play
by: Fang, Ke, et al.
Published: (2025)

DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton
by: Sun, Yiyou, et al.
Published: (2024)

CORBA: Contagious Recursive Blocking Attacks on Multi-Agent Systems Based on Large Language Models
by: Zhou, Zhenhong, et al.
Published: (2025)

Evaluating the Retrieval Robustness of Large Language Models
by: Cao, Shuyang, et al.
Published: (2025)

Lightweight Transducer Based on Frame-Level Criterion
by: Wan, Genshun, et al.
Published: (2024)

GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration
by: Li, Xin, et al.
Published: (2024)

Mitigating Social Bias in Large Language Models: A Multi-Objective Approach within a Multi-Agent Framework
by: Xu, Zhenjie, et al.
Published: (2024)

Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text
by: Cheng, Kewei, et al.
Published: (2024)

Structure-Aware RAG: Structured Retrieval Augmented Generation from Noisy Data for Conversational Agents
by: Han, Kaiqiao, et al.
Published: (2026)

A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames
by: Xu, Hongshen, et al.
Published: (2024)

InvAgent: A Large Language Model based Multi-Agent System for Inventory Management in Supply Chains
by: Quan, Yinzhu, et al.
Published: (2024)

Competence-Based Analysis of Language Models
by: Davies, Adam, et al.
Published: (2023)

Fine-Tuning Improves Information Conveyance in Language Models
by: Cheng, Yuwei, et al.
Published: (2026)

EquiBench: Benchmarking Large Language Models' Reasoning about Program Semantics via Equivalence Checking
by: Wei, Anjiang, et al.
Published: (2025)

GEB-1.3B: Open Lightweight Large Language Model
by: Wu, Jie, et al.
Published: (2024)

Say What You Mean: Natural Language Access Control with Large Language Models for Internet of Things
by: Cheng, Ye, et al.
Published: (2025)

Strategy Adaptation in Large Language Model Werewolf Agents
by: Nakamori, Fuya, et al.
Published: (2025)

Multi-SpatialMLLM: Multi-Frame Spatial Understanding with Multi-Modal Large Language Models
by: Xu, Runsen, et al.
Published: (2025)

InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration
by: Wang, Fali, et al.
Published: (2024)

Towards Lightweight, Adaptive and Attribute-Aware Multi-Aspect Controllable Text Generation with Large Language Models
by: Zhu, Chenyu, et al.
Published: (2025)

Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model
by: Ye, Qichen, et al.
Published: (2023)

Confucius3-Math: A Lightweight High-Performance Reasoning LLM for Chinese K-12 Mathematics Learning
by: Wu, Lixin, et al.
Published: (2025)

BASES: Large-scale Web Search User Simulation with Large Language Model based Agents
by: Ren, Ruiyang, et al.
Published: (2024)

MINI-LLM: Memory-Efficient Structured Pruning for Large Language Models
by: Cheng, Hongrong, et al.
Published: (2024)

Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System
by: Chen, Weize, et al.
Published: (2024)

CoSearchAgent: A Lightweight Collaborative Search Agent with Large Language Models
by: Gong, Peiyuan, et al.
Published: (2024)

LitCab: Lightweight Language Model Calibration over Short- and Long-form Responses
by: Liu, Xin, et al.
Published: (2023)

MeTA-LoRA: Data-Efficient Multi-Task Fine-Tuning for Large Language Models
by: Cheng, Bo, et al.
Published: (2025)

TaleFrame: An Interactive Story Generation System with Fine-Grained Control and Large Language Models
by: Wang, Yunchao, et al.
Published: (2025)

Scaling Large Language Model-based Multi-Agent Collaboration
by: Qian, Chen, et al.
Published: (2024)

DIALIGHT: Lightweight Multilingual Development and Evaluation of Task-Oriented Dialogue Systems with Large Language Models
by: Hu, Songbo, et al.
Published: (2024)