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|\n| ------| ------------ |-----------| -------------------|\n| 1 | Cleaning, Stop Words Removal, Stemming, Lemmatization, Bag of Words, TF-IDF | NLTK, SkLearn | [NLP 1](https://github.com/chatterjeesaurabh/Natural-Language-Processing/blob/main/NLP_1_BoW_TFIDF.ipynb) |\n| 2 | Word2Vec | Gensim | [NLP 2](https://github.com/chatterjeesaurabh/Natural-Language-Processing/blob/main/NLP_2_Word2Vec.ipynb) |\n| 3 | Spam Classification : Bow, TF-IDF, Word2Vec | NLTK, Gensim, SkLearn, Pandas | [NLP 3](https://github.com/chatterjeesaurabh/Natural-Language-Processing/blob/main/NLP_3_Spam_Classifier_BoW_TFIDF_Word2Vec.ipynb) |\n| 4 | Word Embedding Techniques using Embedding Layer in Keras | Keras | [NLP 4](https://github.com/chatterjeesaurabh/Natural-Language-Processing/blob/main/NLP_4_Word_Embedding_Techniques.ipynb) |\n| 5 | Fake News Classifier using LSTM | NLTK, Keras | [NLP 5](https://github.com/chatterjeesaurabh/Natural-Language-Processing/blob/main/NLP_5_Fake_News_Classifier_LSTM.ipynb) |\n| 6 | [Topic Modeling with LDA](https://github.com/chatterjeesaurabh/Amazon-Reviews-Topic-Modelling-with-LDA) | NLTK, spaCy, Gensim, Pandas | [Repo](https://github.com/chatterjeesaurabh/Amazon-Reviews-Topic-Modelling-with-LDA) |\n| 7 | [Topic Modeling with BERTopic](https://github.com/chatterjeesaurabh/Topic-Modeling-arXiv-Abstracts-using-BERTopic) | BERTopic | [Repo](https://github.com/chatterjeesaurabh/Topic-Modeling-arXiv-Abstracts-using-BERTopic) |\n| 8 | [Dialogue Summarization with Large Language Model](https://github.com/chatterjeesaurabh/Dialogue-Summarization-with-Large-Language-Model) | Hugging Face Transformers | [Repo](https://github.com/chatterjeesaurabh/Dialogue-Summarization-with-Large-Language-Model) |\n| 9 | [Contextual RAG System with Hybrid Search and Reranking](https://github.com/chatterjeesaurabh/Contextual-RAG-System-with-Hybrid-Search-and-Reranking) | LangChain | [Repo](https://github.com/chatterjeesaurabh/Contextual-RAG-System-with-Hybrid-Search-and-Reranking) |\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchatterjeesaurabh%2Fnatural-language-processing","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fchatterjeesaurabh%2Fnatural-language-processing","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fchatterjeesaurabh%2Fnatural-language-processing/lists"}