distilroberta

AI-powered mental health chatbot using NLP sentiment analysis (HuggingFace Transformers) + medical image OCR with cross-reference engine — Python · Flask · DistilRoBERTa · Pytesseract

Data and models to extract toponyms and spatio-temporal entities from text data.

Dual-Transformer (DistilRoBERTa + ERNIE) late-fusion fake review detector optimized via LinearSVC with interactive Streamlit UI.

Comparison of TF-IDF + Linear SVM and DistilRoBERTa for multi-label emotion detection using the GoEmotions dataset.

Official implementation of DCESR: A Dual-Channel Recommender System considering Emotions and Review Summarization.

Analyzed movie dialogues using NLP and the DistilRoBERTa model to classify emotions like joy, anger, and sadness. Built an interactive Streamlit dashboard with Plotly to visualize emotional trends, compare character emotions, and provide insights into narrative tone.