Automatic short answer grading using Siamese bidirectional LSTM based regression

Automatic short answer grading using Siamese bidirectional LSTM based regression

Automatic student assessment plays an important role in education - it provides instant feedback to learners, and at the same time reduces tedious grading workload for instructors. In this paper, we investigate new machine learning techniques for automatic short answer grading (ASAG). The ASAG probl...

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Bibliographic Details
Main Authors: PRABHUDESAI, Arya, TA, Nguyen Binh Duong
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2019
Subjects:
automatic grading
feature engineering
neural networks
short answer
Siamese LSTM
Databases and Information Systems
Numerical Analysis and Scientific Computing
Online Access:https://ink.library.smu.edu.sg/sis_research/6064
https://ink.library.smu.edu.sg/context/sis_research/article/7067/viewcontent/Automatic_Short_Answer_Grading_using_Siamese_Bidirectional_LSTM_Based_Regression.pdf
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Institution: Singapore Management University
Language: English

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https://ink.library.smu.edu.sg/sis_research/6064
https://ink.library.smu.edu.sg/context/sis_research/article/7067/viewcontent/Automatic_Short_Answer_Grading_using_Siamese_Bidirectional_LSTM_Based_Regression.pdf

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