An automated essay scoring systems: a systematic literature review

D Ramesh, SK Sanampudi - Artificial Intelligence Review, 2022 - Springer
Assessment in the Education system plays a significant role in judging student performance.
The present evaluation system is through human assessment. As the number of teachers' …

The eras and trends of automatic short answer grading

S Burrows, I Gurevych, B Stein - International journal of artificial …, 2015 - Springer
Automatic short answer grading (ASAG) is the task of assessing short natural language
responses to objective questions using computational methods. The active research in this …

[PDF][PDF] Learning to grade short answer questions using semantic similarity measures and dependency graph alignments

M Mohler, R Bunescu, R Mihalcea - … of the 49th annual meeting of …, 2011 - aclanthology.org
In this work we address the task of computerassisted assessment of short student answers.
We combine several graph alignment features with lexical semantic similarity measures …

[PDF][PDF] Fast and easy short answer grading with high accuracy

MA Sultan, C Salazar, T Sumner - … of the 2016 Conference of the …, 2016 - aclanthology.org
We present a fast, simple, and high-accuracy short answer grading system. Given a
shortanswer question and its correct answer, key measures of the correctness of a student …

Automatic factual question generation from text

M Heilman - 2011 - search.proquest.com
Texts with potential educational value are becoming available through the Internet (eg,
Wikipedia, news services). However, using these new tests in classrooms introduces many …

Powergrading: a clustering approach to amplify human effort for short answer grading

S Basu, C Jacobs, L Vanderwende - Transactions of the Association …, 2013 - direct.mit.edu
We introduce a new approach to the machine-assisted grading of short answer questions.
We follow past work in automated grading by first training a similarity metric between student …

Investigating transformers for automatic short answer grading

L Camus, A Filighera - Artificial Intelligence in Education: 21st International …, 2020 - Springer
Recent advancements in the field of deep learning for natural language processing made it
possible to use novel deep learning architectures, such as the Transformer, for increasingly …

Collaboratively built semi-structured content and Artificial Intelligence: The story so far

E Hovy, R Navigli, SP Ponzetto - Artificial Intelligence, 2013 - Elsevier
Recent years have seen a great deal of work that exploits collaborative, semi-structured
content for Artificial Intelligence (AI) and Natural Language Processing (NLP). This special …