Quora-Question-Pair-Similarity

Identify the Question asked on Quora is Duplicate of Questions which are already asked...

Eg: 1

 Q1: Does johnny depp beats his wife ?
 Q2: Is Johnny Depp a wife beater?
 Ans : Simillar

Eg 2:

 Q1: Who is the highest paid actor currently?
 Q2: Who is the highest paid actor in Hollywood currently?
Ans: Not Simillar

Our Task

.We have to Determine the questions asked are Duplicates or not.

.If eg: Q1 and Q2 are Duplicates then we can transfer the Answers from Q1 to Q2 which are already given by people.

Source : https://www.kaggle.com/c/quora-question-pairs

Workflow

Load Datasets

EDA

Text Preprocessing

NLP model TF-IDF Weighted W2V

SGD Classifier

Decision Tree

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