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From Black Boxes to Transparent Minds: Evaluating and Enhancing the Theory of Mind in Multimodal Large Language Models

From Black Boxes to Transparent Minds: Evaluating and Enhancing the Theory of Mind in Multimodal Large Language Models

17 June 2025
Xinyang Li
Siqi Liu
Bochao Zou
Jiansheng Chen
Huimin Ma
ArXiv (abs)PDFHTML

Papers citing "From Black Boxes to Transparent Minds: Evaluating and Enhancing the Theory of Mind in Multimodal Large Language Models"

5 / 5 papers shown
Title
MuMA-ToM: Multi-modal Multi-Agent Theory of Mind
MuMA-ToM: Multi-modal Multi-Agent Theory of Mind
Haojun Shi
Suyu Ye
Xinyu Fang
Chuanyang Jin
Leyla Isik
Yen-Ling Kuo
Tianmin Shu
LLMAG
115
15
0
22 Aug 2024
Hallucination of Multimodal Large Language Models: A Survey
Hallucination of Multimodal Large Language Models: A Survey
Zechen Bai
Pichao Wang
Tianjun Xiao
Tong He
Zongbo Han
Zheng Zhang
Mike Zheng Shou
VLMLRM
182
195
0
29 Apr 2024
OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind
  Reasoning Capabilities of Large Language Models
OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models
Hainiu Xu
Runcong Zhao
Lixing Zhu
Bin Liang
Yulan He
125
25
0
08 Feb 2024
Theory of Mind in Large Language Models: Examining Performance of 11
  State-of-the-Art models vs. Children Aged 7-10 on Advanced Tests
Theory of Mind in Large Language Models: Examining Performance of 11 State-of-the-Art models vs. Children Aged 7-10 on Advanced Tests
Max J. van Duijn
Bram van Dijk
Tom Kouwenhoven
Werner de Valk
M. Spruit
P. V. D. Putten
ELMLRM
82
33
0
31 Oct 2023
GPT-4 Technical Report
GPT-4 Technical Report
OpenAI OpenAI
OpenAI Josh Achiam
Steven Adler
Sandhini Agarwal
Lama Ahmad
...
Shengjia Zhao
Tianhao Zheng
Juntang Zhuang
William Zhuk
Barret Zoph
LLMAGMLLM
1.5K
14,631
0
15 Mar 2023
1