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Predicting Tags on Stack Overflow:
The aim of the project is to predict tags on Stack Overflow using Linear Models. To tackle the problem, multilabel classification approach is followed.
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Named Entity Recognition on Twitter Using LSTMs:
In this project, a recurrent neural network, particularly Bi-Directional Long Short-Term Memory Networks (Bi-LSTMs) is built to recognize the named entities ( extracting entities such as organizations, locations etc. from text) from Twitter.
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Identifying duplicate Questions on Stack Overflow using Word Embeddings:
In this project, duplicate questions from StackOverflow are identified using the word embedding of the questions (similarities between the questions are calculated).
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Sequence to Sequence Model to build a calculator:
A Calculator is built for evaluating the arithmetic expressions using sequence-to-sequence model.
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