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Akash Bhattacharyya's Projects

6.0-q-a_chatbot_capstone-pre icon 6.0-q-a_chatbot_capstone-pre

This repository dives into the basics of a Word2Vec, Word-Movers-Distance, Doc2Vec, TF-IDF, BM-25, Sentence-Paragraph_Similarity and Sentence Document Similarity Module.

bengalidocumentclustering icon bengalidocumentclustering

This is part of a bigger project. In this part, it creates clusters of bengali news documents, where the goal is to cluster news of the same story from different newspapers. The module is written in Python, which creates a distance matrix of multiple documents using word mover's distance, create clusters using hierarchical clustering algorithm, automatically detacs the number of clusters and outputs the culsers ina json file.

bioir icon bioir

Using Centroids of Word Embeddings and Word Mover's Distance for Biomedical Document Retrieval in Question Answering.

pke icon pke

Python Keyphrase Extraction module

tf-idf icon tf-idf

The TF-IDF technique can be used to compute similarity among a data set of documents and can be used as a basis of recommendation.

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