Popular GitHub Repositories for Social Media Analysis

Exploration of BERT-BiLSTM models with Layer Aggregation (attention-based and capsule-routing-based) and Hidden-State Aggregation (attention-based and capsule-routing-based).

An unsupervised method for target-specific stance detection using embeddings-based clustering and projection techniques. Achieves 90% precision without requiring platform-specific features.

Analyze Reddit posts/comments, uses an NLP model to recognize stock symbols and options positions

Build a classifier to classify anti-national tweets from normal tweets based on the Khalistan movement.

A web application that detects aggression and misogyny in text using BERT augmentation, sentiment analysis, XGBoost, TF-IDF vectorization, LIME explainability. [Paper accepted at ICON 2021]