aanchalrawat18 Goto Github PK

bert-cnn-fine-tuning-for-hate-speech-detection-in-online-social-media

A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media

bert-gan

Augmenting Imbalance Text Classification Using GANs

bert_fine-tuning

Fine-tuning BERT with Offensive and Hate Speech Dataset notebook, based on linked sources.

data-augmentation-using-cgan

Data augmentation using Conditional Generative Adversarial Networks (cGAN)

gan-s-for-imbalanced-data

ganbert

Gan-Bert

gpt-hate-check

GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection? (LREC-COLING2024 code+data)

hate-speech-classification

hate-speech-detection

hate-speech-detection-comparing-traditional-and-transformer-models

comparing traditional machine learning methods with advanced transformer models like BERT.

hate-speech-detection-with-transformers

hate-speech-detector-based-on-hybridized-bert-attention-mechanism-and-context-analyzer

multiclass hate speech detector by using BERT, the LLM was trained on ethos multiclass hate speech dataset after augmentation using back translation was done.

hate_speech_detection

CNNs, LSTMs, and attention layer

hateful-speech-detection-on-social-media

A Machine Learning & NLP based hate speech detection & classification framework. Utilized NLTK to perform TF-IDF and Sentiment Analysis to discover feature vectors from raw dataset and implemented ML models using Scikit-Learn, Python, and Jupyter notebook.

hategan

hateguard-emoji-powered-hate-speech-detection-with-bi-lstm-and-glove-embeddings

HateGuard innovates hate speech detection using BiLSTM with GloVe embeddings. Analyzing 42,000 tweets, our model excels in identifying abusive language, including text and emojis. With a feedback mechanism and live stream analysis, our platform pioneers automated emoji-based hate speech identification.

hatespeechprediction-simplernn-lstm-bert-

hinglishhatespeechpythonnotebook

nlp

NLP transformers to detect hate speech

potato-disease-classification

Potato Disease Classification - Training, Rest APIs, and Frontend to test.

rgfs_ecai

Can we use the explanation to improve hate speech detection ? Our paper accepted in ECAI 2023 explores this idea by introducing a new architecture for this purpose.

socialhaterbert

SocialHaterBERT: a dichotomous approach for automatically detecting hate speech on Twitter through textual analysis and user profiles

synthetic-data-generation-using-generative-ai

synthetic-data-generation-with-ctgan