Open AccessUnderstanding Question Pair Similarity
Author(s) -
Shekkari Akhil
Publication year - 2021
Publication title -
international journal for research in applied science and engineering technology
Language(s) - English
Resource type - Journals
ISSN - 2321-9653
DOI - 10.22214/ijraset.2021.35575
Subject(s) - similarity (geometry) , computer science , feature (linguistics) , process (computing) , artificial intelligence , natural language processing , natural (archaeology) , machine learning , data science , information retrieval , linguistics , programming language , geography , philosophy , archaeology , image (mathematics)
One of the most important areas where the Natural Language Process of Machine Learning may help is determining if two questions are similar. The model we create can instantly detect if a question is similar to one that has already been posed. To find the underlying patterns in our data, we'll do a complete Exploratory Data Analysis. Based on our observations, we will do feature engineering. We'll try out a few different modelling strategies to determine which one works the best and keeps the greatest outcomes.