Title | Packages | Code | |
---|---|---|---|
1 | Cleaning, Stop Words Removal, Stemming, Lemmatization, Bag of Words, TF-IDF | NLTK, SkLearn | NLP 1 |
2 | Word2Vec | Gensim | NLP 2 |
3 | Spam Classification : Bow, TF-IDF, Word2Vec | NLTK, Gensim, SkLearn, Pandas | NLP 3 |
4 | Word Embedding Techniques using Embedding Layer in Keras | Keras | NLP 4 |
5 | Fake News Classifier using LSTM | NLTK, Keras | NLP 5 |
6 | Topic Modeling with LDA | NLTK, spaCy, Gensim, Pandas | Repo |
7 | Topic Modeling with BERTopic | BERTopic | Repo |
8 | Dialogue Summarization with Large Language Model | Hugging Face Transformers | Repo |
9 | Contextual RAG System with Hybrid Search and Reranking | LangChain | Repo |
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Text Preprocessing, Embedding Methods such as BoW, TF-IDF and Word2Vec, Text Classification using LSTM, Topic Modeling with LDA and BERTopic.
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chatterjeesaurabh/Natural-Language-Processing
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Text Preprocessing, Embedding Methods such as BoW, TF-IDF and Word2Vec, Text Classification using LSTM, Topic Modeling with LDA and BERTopic.
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