Arunangshu Das

Trust me, I'm a software developer—debugging by day, chilling by night.

Text Embeddings in NLP

Text Embeddings in NLP

In Natural Language Processing (NLP), where machines endeavor to understand and generate human language, text embeddings stand as the cornerstone of modern techniques. Text embeddings are numerical representations of text data that capture semantic and syntactic information, enabling machines to

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Named Entity Recognition (NER) in Natural Language Processing (NLP)

Named Entity Recognition (NER) in Natural Language Processing (NLP)

In Natural Language Processing (NLP), Named Entity Recognition (NER) stands as a fundamental technique with remarkable potential. It’s the key that unlocks the treasure trove of information concealed within textual data. From extracting entities like names of people, organizations, locations,

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BERT

BERT

In the world of computers and language, understanding human language has always been really hard. But now, things are changing thanks to a cool new technique called BERT. It’s like a super smart tool that helps computers understand language better.

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Data Augmentation

Data Augmentation

In machine learning, the quality and quantity of data play pivotal roles in the performance of models. However, obtaining large, diverse, and labeled datasets can be a challenging task. This is where data augmentation comes into play, offering a powerful

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