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Gitanjali Kumari

3 accepted papers

2025

MemeDetoxNet: Balancing Toxicity Reduction and Context Preservation

ACL 2025finding

Toxic memes often spread harmful and offensive content and pose a significant challenge in online environments. In this paper, we present MemeDetoxNet, a robust framework designed to mitigate toxicity in memes by leveraging fine-tuned pre-trained models. Our approach utilizes the interpretability of…

Cited by 0SourcePDFScholar
2024

CM-Off-Meme: Code-Mixed Hindi-English Offensive Meme Detection with Multi-Task Learning by Leveraging Contextual Knowledge

COLING 2024main

Detecting offensive content in internet memes is challenging as it needs additional contextual knowledge. While previous works have only focused on detecting offensive memes, classifying them further into implicit and explicit categories depending on their severity is still a challenging and underex…

2024

M3Hop-CoT: Misogynous Meme Identification with Multimodal Multi-hop Chain-of-Thought

EMNLP 2024main

In recent years, there has been a significant rise in the phenomenon of hate against women on social media platforms, particularly through the use of misogynous memes. These memes often target women with subtle and obscure cues, making their detection a challenging task for automated systems. Recent…