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shashankhon1's Projects

hate-speech-detection-on-code-mixed-dataset-using-a-fusion-of-custom-and-pre-trained-models-with-pro icon hate-speech-detection-on-code-mixed-dataset-using-a-fusion-of-custom-and-pre-trained-models-with-pro

With the increase in user-generated content on social media networks, hate speech and offensive language content are also increasing. From the perspective of computer science, automatic detection of such hate speech and offensive language content is an interesting problem to solve. The natural language community has taken a step to identify such content via automated hate speech and offensive content detection. The hate speech content is generated mostly on social media, and automatic hate speech and offensive language detection face many challenges due to non-standard spelling and grammar variations. Specifically, in a multilingual community, the hate content would be in code-mixed form, making the task further challenging. In this article, we propose a model for code-mixed hate speech detection. This model embeds the knowledge from both user-trained and multilingual pre-trained models. The proposed method also calculates the profanity word list and augments it. Experimental results on code-mixed hate speech and offensive language detection benchmarks show that our method outperforms the existing baselines.

langchain icon langchain

🦜🔗 Build context-aware reasoning applications

llama_index icon llama_index

LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

resnet50-cancer-cell-classifier icon resnet50-cancer-cell-classifier

Cancer Histology Images are one of the more widely used preferred methods to identify cancer. In this project, we train a robust ResNet-50 model to classify breast cancer histology images as benign or malignant by using the BreakHis dataset.

vannaai icon vannaai

🤖 Chat with your SQL database 📊. Accurate Text-to-SQL Generation via LLMs using RAG 🔄.

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