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multimodel-hate-speeech-detection's Introduction

HUMAN: Hate-speech Understanding by Multimodal Attention Network

Kasturi Gottivedu Shriniwas, Aarushi Gupta, Aman Khullar, Surya Teja Adluri, Vidushi Vashishth

Data Link

Saved Models Link

Log files containing results link

  • Folder "data preprocessing" contains code for data preprocessing and PCA dimensionality reduction

  • Folder "MMBT Architectures" contains code for MMBT-base, MMBT-AE, MMBT-NPOS, MMBT-TIAE

  • Folder "Transfer learning" contains code for transfer learning of the unimodal text which was pretrained on English hateful tweets as available in this dataset

  • Folder "Visualization" contains visualization results for Grad-Cam visualization

  • Folder "Ensembling" contains code for ensembling of the models

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