A deep-learning-based grading system (ASAG) for reading comprehension assessment by using aphorisms as open-answer-questions

ID Mardini G, CG Quintero M, CA Viloria N… - Education and …, 2024 - Springer
Today reading comprehension is considered an essential skill in modern life, therefore,
higher education students require more specific skills to understand, interpret and evaluate …

Ans2vec: A scoring system for short answers

WH Gomaa, AA Fahmy - The International Conference on Advanced …, 2020 - Springer
Automatic scoring is a complex task in computational linguistics, particularly in an
educational context. Sentences vectors (sent2vec) approaches affirmed their prosperity …

A perspective on computer assisted assessment techniques for short free-text answers

S Roy, Y Narahari, OD Deshmukh - … 2015, Zeist, The Netherlands, June 22 …, 2015 - Springer
Abstract Computer Assisted Assessment (CAA) has been existing for several years now.
While some forms of CAA do not require sophisticated text understanding (eg, multiple …

[PDF][PDF] Deep learning for short answer scoring

K Surya, E Gayakwad… - Int. J. Recent. Technol …, 2019 - researchgate.net
Automated scoring of descriptive answers can find applications in educational assessment
and is one of the applications of Natural Language Processing. Deep learning has …

[PDF][PDF] A hybrid model for paraphrase detection combines pros of text similarity with deep learning

MI El Desouki, WH Gomaa, H Abdalhakim - Int. J. Comput. Appl, 2019 - researchgate.net
Paraphrase detection (PD) is a very essential and important task in Natural language
processing. The goal of paraphrase detection is to check whether two statements written in …

[PDF][PDF] Arabic short answer scoring with effective feedback for students

WH Gomaa, AA Fahmy - International Journal of Computer …, 2014 - academia.edu
In this paper, we explore text similarity techniques for the task of automatic short answer
scoring in Arabic language. We compare a number of string-based and corpus-based …

[PDF][PDF] Exploring the recent trends of paraphrase detection

MI El Desouki, WH Gomaa - International Journal of Computer …, 2019 - researchgate.net
This study is to examine paraphrase detection (PD) for diagnostic purposes. Which is
defined as the capability to find and discover the similarity between sentences that are …

[PDF][PDF] SimAll: A flexible tool for text similarity

WH Gomaa, AA Fahmy - The Seventeenth Conference on Language …, 2017 - academia.edu
Measuring the similarity between texts is an essential component in various natural
language processing tasks. Many text similarity tools are available in different manners and …

Method and system for response evaluation of users from electronic documents

S Roy, D Semwal, R Krishnapuram - US Patent 10,339,169, 2019 - Google Patents
A method and a system for response evaluation of users from electronic documents are
disclosed. In an embodiment, one or more questions and a first response pertaining to each …

Automated grading of short literal comprehension questions

AKF Lui, LK Lee, HW Lau - … Conference, ICTE 2015, Hong Kong, China …, 2015 - Springer
This paper presents an algorithm for automated marking of natural language responses of
literal comprehension questions. It highlights the crucial differences between the content …