Tool-MCoT: Tool Augmented Multimodal Chain-of-Thought for Content Safety Moderation
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Shutong, Zhou, Dylan, Liu, Yinxiao, Yang, Yang, Luo, Huiwen, Zou, Wenfei |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Olapa-MCoT: Enhancing the Chinese Mathematical Reasoning Capability of LLMs
by: Zhu, Shaojie, et al.
Published: (2023)
by: Zhu, Shaojie, et al.
Published: (2023)
AdaMCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Multilingual Chain-of-Thought
by: Zheng, Weihua, et al.
Published: (2025)
by: Zheng, Weihua, et al.
Published: (2025)
Dual-Head Reasoning Distillation: Improving Classifier Accuracy with Train-Time-Only Reasoning
by: Xu, Jillian, et al.
Published: (2025)
by: Xu, Jillian, et al.
Published: (2025)
KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning
by: Mondal, Debjyoti, et al.
Published: (2024)
by: Mondal, Debjyoti, et al.
Published: (2024)
ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models
by: Zhang, Yuxiang, et al.
Published: (2024)
by: Zhang, Yuxiang, et al.
Published: (2024)
Enhancing Semantics in Multimodal Chain of Thought via Soft Negative Sampling
by: Zheng, Guangmin, et al.
Published: (2024)
by: Zheng, Guangmin, et al.
Published: (2024)
InfoMosaic-Bench: Evaluating Multi-Source Information Seeking in Tool-Augmented Agents
by: Du, Yaxin, et al.
Published: (2025)
by: Du, Yaxin, et al.
Published: (2025)
Chain-of-Tools: Utilizing Massive Unseen Tools in the CoT Reasoning of Frozen Language Models
by: Wu, Mengsong, et al.
Published: (2025)
by: Wu, Mengsong, et al.
Published: (2025)
Upfront Chain-of-Thought: A Cooperative Framework for Chain-of-Thought Compression
by: Li, Chengzhengxu, et al.
Published: (2025)
by: Li, Chengzhengxu, et al.
Published: (2025)
Tool Unlearning for Tool-Augmented LLMs
by: Cheng, Jiali, et al.
Published: (2025)
by: Cheng, Jiali, et al.
Published: (2025)
ToolPlanner: A Tool Augmented LLM for Multi Granularity Instructions with Path Planning and Feedback
by: Wu, Qinzhuo, et al.
Published: (2024)
by: Wu, Qinzhuo, et al.
Published: (2024)
Resource-Limited Joint Multimodal Sentiment Reasoning and Classification via Chain-of-Thought Enhancement and Distillation
by: Shangguan, Haonan, et al.
Published: (2025)
by: Shangguan, Haonan, et al.
Published: (2025)
ToolRM: Towards Agentic Tool-Use Reward Modeling
by: Li, Renhao, et al.
Published: (2025)
by: Li, Renhao, et al.
Published: (2025)
Rethinking the Chain-of-Thought: The Roles of In-Context Learning and Pre-trained Priors
by: Yang, Hao, et al.
Published: (2025)
by: Yang, Hao, et al.
Published: (2025)
The Molecular Structure of Thought: Mapping the Topology of Long Chain-of-Thought Reasoning
by: Chen, Qiguang, et al.
Published: (2026)
by: Chen, Qiguang, et al.
Published: (2026)
SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities
by: Jiang, Fengqing, et al.
Published: (2025)
by: Jiang, Fengqing, et al.
Published: (2025)
ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages
by: Ye, Junjie, et al.
Published: (2024)
by: Ye, Junjie, et al.
Published: (2024)
StableToolBench-MirrorAPI: Modeling Tool Environments as Mirrors of 7,000+ Real-World APIs
by: Guo, Zhicheng, et al.
Published: (2025)
by: Guo, Zhicheng, et al.
Published: (2025)
ToolLibGen: Scalable Automatic Tool Creation and Aggregation for LLM Reasoning
by: Yue, Murong, et al.
Published: (2025)
by: Yue, Murong, et al.
Published: (2025)
To Reason or Not to: Selective Chain-of-Thought in Medical Question Answering
by: Zhan, Zaifu, et al.
Published: (2026)
by: Zhan, Zaifu, et al.
Published: (2026)
Markov Chain of Thought for Efficient Mathematical Reasoning
by: Yang, Wen, et al.
Published: (2024)
by: Yang, Wen, et al.
Published: (2024)
Supervised Chain of Thought
by: Zhang, Xiang, et al.
Published: (2024)
by: Zhang, Xiang, et al.
Published: (2024)
Class-RAG: Real-Time Content Moderation with Retrieval Augmented Generation
by: Chen, Jianfa, et al.
Published: (2024)
by: Chen, Jianfa, et al.
Published: (2024)
Multimodal Chain-of-Thought Reasoning in Language Models
by: Zhang, Zhuosheng, et al.
Published: (2023)
by: Zhang, Zhuosheng, et al.
Published: (2023)
AdvChain: Adversarial Chain-of-Thought Tuning for Robust Safety Alignment of Large Reasoning Models
by: Zhu, Zihao, et al.
Published: (2025)
by: Zhu, Zihao, et al.
Published: (2025)
Re-Initialization Token Learning for Tool-Augmented Large Language Models
by: Li, Chenghao, et al.
Published: (2025)
by: Li, Chenghao, et al.
Published: (2025)
Generalizable Chain-of-Thought Prompting in Mixed-task Scenarios with Large Language Models
by: Zou, Anni, et al.
Published: (2023)
by: Zou, Anni, et al.
Published: (2023)
Learning Composable Chains-of-Thought
by: Yin, Fangcong, et al.
Published: (2025)
by: Yin, Fangcong, et al.
Published: (2025)
Bias-Augmented Consistency Training Reduces Biased Reasoning in Chain-of-Thought
by: Chua, James, et al.
Published: (2024)
by: Chua, James, et al.
Published: (2024)
GCoT: Chain-of-Thought Prompt Learning for Graphs
by: Yu, Xingtong, et al.
Published: (2025)
by: Yu, Xingtong, et al.
Published: (2025)
SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration
by: Ding, Keyan, et al.
Published: (2025)
by: Ding, Keyan, et al.
Published: (2025)
ToolNet: Connecting Large Language Models with Massive Tools via Tool Graph
by: Liu, Xukun, et al.
Published: (2024)
by: Liu, Xukun, et al.
Published: (2024)
Cause-Aware Empathetic Response Generation via Chain-of-Thought Fine-Tuning
by: Chen, Xinhao, et al.
Published: (2024)
by: Chen, Xinhao, et al.
Published: (2024)
IPS: In-Prompt Process Supervision for Short Video Content Moderation
by: Liu, Mingchao, et al.
Published: (2024)
by: Liu, Mingchao, et al.
Published: (2024)
Latent Chain-of-Thought for Visual Reasoning
by: Sun, Guohao, et al.
Published: (2025)
by: Sun, Guohao, et al.
Published: (2025)
ETR: Entropy Trend Reward for Efficient Chain-of-Thought Reasoning
by: Xiong, Xuan, et al.
Published: (2026)
by: Xiong, Xuan, et al.
Published: (2026)
FamilyTool: A Multi-hop Personalized Tool Use Benchmark
by: Wang, Yuxin, et al.
Published: (2025)
by: Wang, Yuxin, et al.
Published: (2025)
Direct Value Optimization: Improving Chain-of-Thought Reasoning in LLMs with Refined Values
by: Zhang, Hongbo, et al.
Published: (2025)
by: Zhang, Hongbo, et al.
Published: (2025)
Causal Graphs Meet Thoughts: Enhancing Complex Reasoning in Graph-Augmented LLMs
by: Luo, Hang, et al.
Published: (2025)
by: Luo, Hang, et al.
Published: (2025)
OpenOmni: A Collaborative Open Source Tool for Building Future-Ready Multimodal Conversational Agents
by: Sun, Qiang, et al.
Published: (2024)
by: Sun, Qiang, et al.
Published: (2024)
Similar Items
-
Olapa-MCoT: Enhancing the Chinese Mathematical Reasoning Capability of LLMs
by: Zhu, Shaojie, et al.
Published: (2023) -
AdaMCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Multilingual Chain-of-Thought
by: Zheng, Weihua, et al.
Published: (2025) -
Dual-Head Reasoning Distillation: Improving Classifier Accuracy with Train-Time-Only Reasoning
by: Xu, Jillian, et al.
Published: (2025) -
KAM-CoT: Knowledge Augmented Multimodal Chain-of-Thoughts Reasoning
by: Mondal, Debjyoti, et al.
Published: (2024) -
ToolBeHonest: A Multi-level Hallucination Diagnostic Benchmark for Tool-Augmented Large Language Models
by: Zhang, Yuxiang, et al.
Published: (2024)