CAFES: A Collaborative Multi-Agent Framework for Multi-Granular Multimodal Essay Scoring
Fuente:
arXiv
Saved in:
| Main Authors: | Su, Jiamin, Yan, Yibo, Gao, Zhuoran, Zhang, Han, Liu, Xiang, Hu, Xuming |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models
by: Su, Jiamin, et al.
Published: (2025)
by: Su, Jiamin, et al.
Published: (2025)
Decision-Level Ordinal Modeling for Multimodal Essay Scoring with Large Language Models
by: Zhang, Han, et al.
Published: (2026)
by: Zhang, Han, et al.
Published: (2026)
Autoregressive Score Generation for Multi-trait Essay Scoring
by: Do, Heejin, et al.
Published: (2024)
by: Do, Heejin, et al.
Published: (2024)
DeepMEL: A Multi-Agent Collaboration Framework for Multimodal Entity Linking
by: Wang, Fang, et al.
Published: (2025)
by: Wang, Fang, et al.
Published: (2025)
Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs
by: Xiao, Changrong, et al.
Published: (2024)
by: Xiao, Changrong, et al.
Published: (2024)
Rationale Behind Essay Scores: Enhancing S-LLM's Multi-Trait Essay Scoring with Rationale Generated by LLMs
by: Chu, SeongYeub, et al.
Published: (2024)
by: Chu, SeongYeub, et al.
Published: (2024)
MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models
by: Huo, Jiahao, et al.
Published: (2025)
by: Huo, Jiahao, et al.
Published: (2025)
Teach-to-Reason with Scoring: Self-Explainable Rationale-Driven Multi-Trait Essay Scoring
by: Do, Heejin, et al.
Published: (2025)
by: Do, Heejin, et al.
Published: (2025)
MockLLM: A Multi-Agent Behavior Collaboration Framework for Online Job Seeking and Recruiting
by: Sun, Hongda, et al.
Published: (2024)
by: Sun, Hongda, et al.
Published: (2024)
MMedAgent-RL: Optimizing Multi-Agent Collaboration for Multimodal Medical Reasoning
by: Xia, Peng, et al.
Published: (2025)
by: Xia, Peng, et al.
Published: (2025)
Automatic Essay Multi-dimensional Scoring with Fine-tuning and Multiple Regression
by: Sun, Kun, et al.
Published: (2024)
by: Sun, Kun, et al.
Published: (2024)
Autoregressive Multi-trait Essay Scoring via Reinforcement Learning with Scoring-aware Multiple Rewards
by: Do, Heejin, et al.
Published: (2024)
by: Do, Heejin, et al.
Published: (2024)
Evolving and Executing Research Plans via Double-Loop Multi-Agent Collaboration
by: Zhang, Zhi, et al.
Published: (2025)
by: Zhang, Zhi, et al.
Published: (2025)
SRFUND: A Multi-Granularity Hierarchical Structure Reconstruction Benchmark in Form Understanding
by: Ma, Jiefeng, et al.
Published: (2024)
by: Ma, Jiefeng, et al.
Published: (2024)
Learning to Generate and Extract: A Multi-Agent Collaboration Framework For Zero-shot Document-level Event Arguments Extraction
by: Zhang, Guangjun, et al.
Published: (2026)
by: Zhang, Guangjun, et al.
Published: (2026)
Improve LLM-based Automatic Essay Scoring with Linguistic Features
by: Hou, Zhaoyi Joey, et al.
Published: (2025)
by: Hou, Zhaoyi Joey, et al.
Published: (2025)
EssayBench: Evaluating Large Language Models in Multi-Genre Chinese Essay Writing
by: Gao, Fan, et al.
Published: (2025)
by: Gao, Fan, et al.
Published: (2025)
DREsS: Dataset for Rubric-based Essay Scoring on EFL Writing
by: Yoo, Haneul, et al.
Published: (2024)
by: Yoo, Haneul, et al.
Published: (2024)
Collaborative Multi-Agent Test-Time Reinforcement Learning for Reasoning
by: Hu, Zhiyuan, et al.
Published: (2026)
by: Hu, Zhiyuan, et al.
Published: (2026)
Dynamic Role Assignment for Multi-Agent Debate
by: Zhang, Miao, et al.
Published: (2026)
by: Zhang, Miao, et al.
Published: (2026)
Each Fake News is Fake in its Own Way: An Attribution Multi-Granularity Benchmark for Multimodal Fake News Detection
by: Guo, Hao, et al.
Published: (2024)
by: Guo, Hao, et al.
Published: (2024)
AgentDropout: Dynamic Agent Elimination for Token-Efficient and High-Performance LLM-Based Multi-Agent Collaboration
by: Wang, Zhexuan, et al.
Published: (2025)
by: Wang, Zhexuan, et al.
Published: (2025)
Rank-Then-Score: Enhancing Large Language Models for Automated Essay Scoring
by: Cai, Yida, et al.
Published: (2025)
by: Cai, Yida, et al.
Published: (2025)
Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning
by: Yan, Yibo, et al.
Published: (2025)
by: Yan, Yibo, et al.
Published: (2025)
RNG: Reducing Multi-level Noise and Multi-grained Semantic Gap for Joint Multimodal Aspect-Sentiment Analysis
by: Liu, Yaxin, et al.
Published: (2024)
by: Liu, Yaxin, et al.
Published: (2024)
Evaluating Austrian A-Level German Essays with Large Language Models for Automated Essay Scoring
by: Kubesch, Jonas, et al.
Published: (2026)
by: Kubesch, Jonas, et al.
Published: (2026)
LongGenBench: Long-context Generation Benchmark
by: Liu, Xiang, et al.
Published: (2024)
by: Liu, Xiang, et al.
Published: (2024)
Table-Critic: A Multi-Agent Framework for Collaborative Criticism and Refinement in Table Reasoning
by: Yu, Peiying, et al.
Published: (2025)
by: Yu, Peiying, et al.
Published: (2025)
Enhancing Text Classification with a Novel Multi-Agent Collaboration Framework Leveraging BERT
by: Baban, Hediyeh, et al.
Published: (2025)
by: Baban, Hediyeh, et al.
Published: (2025)
Planning with Multi-Constraints via Collaborative Language Agents
by: Zhang, Cong, et al.
Published: (2024)
by: Zhang, Cong, et al.
Published: (2024)
Multi-Agent Collaboration via Evolving Orchestration
by: Dang, Yufan, et al.
Published: (2025)
by: Dang, Yufan, et al.
Published: (2025)
MiroEval: Benchmarking Multimodal Deep Research Agents in Process and Outcome
by: Ye, Fangda, et al.
Published: (2026)
by: Ye, Fangda, et al.
Published: (2026)
ACC-Collab: An Actor-Critic Approach to Multi-Agent LLM Collaboration
by: Estornell, Andrew, et al.
Published: (2024)
by: Estornell, Andrew, et al.
Published: (2024)
Enhancing Essay Scoring with Adversarial Weights Perturbation and Metric-specific AttentionPooling
by: Huang, Jiaxin, et al.
Published: (2024)
by: Huang, Jiaxin, et al.
Published: (2024)
Decoding Knowledge Attribution in Mixture-of-Experts: A Framework of Basic-Refinement Collaboration and Efficiency Analysis
by: Li, Junzhuo, et al.
Published: (2025)
by: Li, Junzhuo, et al.
Published: (2025)
Enhancing Financial Question Answering with a Multi-Agent Reflection Framework
by: Fatemi, Sorouralsadat, et al.
Published: (2024)
by: Fatemi, Sorouralsadat, et al.
Published: (2024)
TraceSIR: A Multi-Agent Framework for Structured Analysis and Reporting of Agentic Execution Traces
by: Yang, Shu-Xun, et al.
Published: (2026)
by: Yang, Shu-Xun, et al.
Published: (2026)
Evaluating Long-Horizon Memory for Multi-Party Collaborative Dialogues
by: Hu, Chuanrui, et al.
Published: (2026)
by: Hu, Chuanrui, et al.
Published: (2026)
Activations as Features: Probing LLMs for Generalizable Essay Scoring Representations
by: Chi, Jinwei, et al.
Published: (2025)
by: Chi, Jinwei, et al.
Published: (2025)
Automatic Essay Scoring and Feedback Generation in Basque Language Learning
by: Azurmendi, Ekhi, et al.
Published: (2025)
by: Azurmendi, Ekhi, et al.
Published: (2025)
Similar Items
-
EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models
by: Su, Jiamin, et al.
Published: (2025) -
Decision-Level Ordinal Modeling for Multimodal Essay Scoring with Large Language Models
by: Zhang, Han, et al.
Published: (2026) -
Autoregressive Score Generation for Multi-trait Essay Scoring
by: Do, Heejin, et al.
Published: (2024) -
DeepMEL: A Multi-Agent Collaboration Framework for Multimodal Entity Linking
by: Wang, Fang, et al.
Published: (2025) -
Human-AI Collaborative Essay Scoring: A Dual-Process Framework with LLMs
by: Xiao, Changrong, et al.
Published: (2024)