no code implementations • 3 Sep 2021 • Harsh Sakhrani, Saloni Parekh, Pratik Ratadiya
Question Paraphrase Identification (QPI) is a critical task for large-scale Question-Answering forums.
1 code implementation • SEMEVAL 2021 • Harshit Varma, Aadish Jain, Pratik Ratadiya, Abhishek Rathi
This paper describes our approach for Task 9 of SemEval 2021: Statement Verification and Evidence Finding with Tables.
no code implementations • 22 Nov 2020 • Pratik Ratadiya, Khushi Asawa, Omkar Nikhal
In this paper, we present a solution to benefit from a distributed data setup in the case of training deep learning architectures by making use of a smart contract system.
no code implementations • 16 Oct 2019 • Aditya Malte, Pratik Ratadiya
Eventually, with the advent of advanced recurrent neural network architectures such as the LSTM, we were able to achieve state-of-the-art performance in several natural language processing tasks such as text classification and machine translation.
no code implementations • 10 Sep 2019 • Pratik Ratadiya, Rahul Moorthy
An approach based on Synthetic Minority Over-sampling Technique(SMOTE) is presented in this paper to tackle imbalanced training data.