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nlp-from-scratch

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hafsa-imtiaz / legal-nlp-pipeline-from-scratch

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An end-to-end NLP pipeline for legal documents, including OCR-based text extraction, neural language modeling from scratch (NumPy), sentence and document embeddings, extractive and abstractive summarization, grammar refinement, and semantic case similarity retrieval using cosine similarity.

natural-language-processing ocr numpy word-embeddings semantic-similarity cosine-similarity extractive-summarization sentence-embeddings abstractive-summarization document-embeddings grammar-correction legal-nlp pdf-text-extraction nlp-from-scratch
  • Updated Feb 7, 2026
  • Jupyter Notebook

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