Natural Language Processing

	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

Name		Name	Last commit message	Last commit date
LICENSE		LICENSE
NLP_1_BoW_TFIDF.ipynb		NLP_1_BoW_TFIDF.ipynb
NLP_2_Word2Vec.ipynb		NLP_2_Word2Vec.ipynb
NLP_3_Spam_Classifier_BoW_TFIDF_Word2Vec.ipynb		NLP_3_Spam_Classifier_BoW_TFIDF_Word2Vec.ipynb
NLP_4_Word_Embedding_Techniques.ipynb		NLP_4_Word_Embedding_Techniques.ipynb
NLP_5_Fake_News_Classifier_LSTM.ipynb		NLP_5_Fake_News_Classifier_LSTM.ipynb
README.md		README.md

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