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Review Open access 2026

M-NLE: Knowledge-Augmented Multitask Learning for Offensive Meme Detection and Explanation Generation

Memes combine visual content and short textual cues to convey humor, sarcasm, and social commentary, but they can also encode offensive or harmful messages targeting individuals and social groups. While recent multimodal systems have improved offensive meme detection, many of them operate as opaque classifiers and do n...

Dibyanayan Bandyopadhyay, Baban Gain, Samrat Mukherjee et al. · 0 citations
#natural language process... Preprint Sep 2026

COILD: An Indic-Centric Parallel Corpus and Benchmark for Machine Translation Across Indian Languages

Machine translation (MT) for Indian languages remains constrained by the limited availability of high-quality, Indic-centric parallel corpora and evaluation benchmarks. Existing multilingual resources are largely constructed from English-pivot content and often fail to capture the linguistic diversity, cultural complex...

Kshetrimayum Boynao Singh, Nitin Kumar Mishra, P. Dutta et al. · 0 citations

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