Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation

Zixuan Wang, Jinghao Shi, Hanzhong Liang, Xiang Shen, Vera Wen, Zhiqian Chen, Yifan Wu, Zhixin Zhang, Hongyu Xiong. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track). 2025.

Authors

Xiang Shen (ORCID: https://orcid.org/0000-0002-6457-0411)
Zexin Zhang
Zixuan Wang (ORCID: https://orcid.org/0009-0007-5018-6586)
Yifan Wu
Zhiqian Chen
Hui Xiong (ORCID: https://orcid.org/0000-0001-6016-6465)
Jinghao Shi (ORCID: https://orcid.org/0009-0003-0196-5111)
Vera Wen
H. Liang

Publication Details

Published: 2025-01-01
DOI: https://doi.org/10.18653/v1/2025.acl-industry.62
Primary Topic: Hate Speech and Cyberbullying Detection
Type: article
Field-Weighted Citation Impact: 0.00

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article

Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation

Xiang Shen, Zexin Zhang, Zixuan Wang, Yifan Wu et al.

Jan 1, 2025

Hate Speech and Cyberbullying Detection

article

Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation

Xiang Shen, Zexin Zhang, Zixuan Wang, Yifan Wu, Zhiqian Chen, Hui Xiong, Jinghao Shi, Vera Wen, H. Liang

January 1, 2025article en

Abstract

Zixuan Wang, Jinghao Shi, Hanzhong Liang, Xiang Shen, Vera Wen, Zhiqian Chen, Yifan Wu, Zhixin Zhang, Hongyu Xiong. Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track). 2025.

Openalex Percentile: Top 90%

Hate Speech and Cyberbullying Detection

DOI Open Access PDF OpenAlex

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Filter-And-Refine: A MLLM Based Cascade System for Industrial-Scale Video Content Moderation — Xiang Shen, Zexin Zhang, et al. · (2025) | TGRS Research Map | TGRS