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Section 12

Natural Language Processing

End-to-end Text Processing pipelines, Semantic Analysis, and Transformer implementations (BERT/GPT).

Projects in this section: 0

BERT IMDB Sentiment
Natural Language ProcessingGitHub

BERT IMDB Sentiment

Sentiment analysis on IMDB with BERT and TensorFlow.

Open project
Books Analysis Pipeline
Natural Language ProcessingGitHub

Books Analysis Pipeline

End-to-end NLP preprocessing.

Open project
DistilBERT Attention Viz
Natural Language ProcessingGitHub

DistilBERT Attention Viz

Explainability in Transformers.

Open project
GAN-BERT Text Detector
Natural Language ProcessingGitHub

GAN-BERT Text Detector

Adversarial learning for text detection.

Open project
GPT-2 Text Generation
Natural Language ProcessingGitHub

GPT-2 Text Generation

Basics of causal language modeling.

Open project
NER and Word2Vec
Natural Language ProcessingGitHub

NER and Word2Vec

Named Entity Recognition and Embeddings.

Open project
SMS Spam Classification
Natural Language ProcessingGitHub

SMS Spam Classification

Training models to classify spam using GPT-2 vs Custom Attention.

Open project