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3 papers in Natural Language ProcessingClear filters

All papersMachine LearningDeep Learning & VisionNatural Language ProcessingAgriculture AIData Science & Analytics
Fake News Detection with SVM, 1D CNN & LSTM
Natural Language Processing

Fake News Detection with SVM, 1D CNN & LSTM

A comparative study of Support Vector Machine, 1D Convolutional Neural Network, and LSTM models for classifying real vs fake news articles, trained on a public news corpus with TF-IDF features and deep text embeddings.

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Heart Disease Analysis from Medical Reports with DistilRoBERTa & BETO
Natural Language Processing

Heart Disease Analysis from Medical Reports with DistilRoBERTa & BETO

An NLP study that reads Colour Doppler Echocardiogram reports and classifies heart conditions, fine-tuning DistilBERT, DistilRoBERTa, and BETO transformers on hospital patient records for clinician use.

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Mental Health Sentiment Analysis from Social Media with DistilRoBERTa
Natural Language Processing

Mental Health Sentiment Analysis from Social Media with DistilRoBERTa

An NLP study that reads social media posts to detect emotional signals linked to mental health, fine-tuning DistilBERT, DistilRoBERTa, and BETO on a public sentiment corpus across Positive, Neutral, Negative, and Irrelevant classes.

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