Fine-grained and Explainable Factuality Evaluation for Multimodal Summarization

31 December 2024

Papers citing "Fine-grained and Explainable Factuality Evaluation for Multimodal Summarization"

6 / 6 papers shown

Title
Integrating Video and Text: A Balanced Approach to Multimodal Summary Generation and Evaluation Galann Pennec Zhengyuan Liu Nicholas Asher Philippe Muller Nancy F. Chen VGen 24 0 0 10 May 2025
A Comprehensive Analysis for Visual Object Hallucination in Large Vision-Language Models Liqiang Jing Guiming Hardy Chen Ehsan Aghazadeh Xin Eric Wang Xinya Du 50 0 0 04 May 2025
Defeasible Visual Entailment: Benchmark, Evaluator, and Reward-Driven Optimization Yue Zhang Liqiang Jing Vibhav Gogate 116 2 0 19 Dec 2024
A Unified Hallucination Mitigation Framework for Large Vision-Language Models Yue Chang Liqiang Jing Xiaopeng Zhang Yue Zhang VLM MLLM 55 2 0 24 Sep 2024
FIHA: Autonomous Hallucination Evaluation in Vision-Language Models with Davidson Scene Graphs Bowen Yan Zhengsong Zhang Liqiang Jing Eftekhar Hossain Xinya Du 67 1 0 20 Sep 2024
FGAIF: Aligning Large Vision-Language Models with Fine-grained AI Feedback Liqiang Jing Xinya Du 71 17 0 07 Apr 2024