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<title>[1804.00540] A Systematic Review of Automated Grammar Checking in English Language</title>
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<meta property=og:description content="Grammar checking is the task of detection and correction of grammatical errors in the text. English is the dominating language in the field of science and technology. Therefore, the non-native English speakers must be able to use correct English grammar while reading, writing or speaking. This generates the need of automatic grammar checking tools. So far many approaches have been proposed and implemented. But less efforts have been made in surveying the literature in the past decade. The objective of this systematic review is to examine the existing literature, highlighting the current issues and suggesting the potential directions of future research. This systematic review is a result of analysis of 12 primary studies obtained after designing a search strategy for selecting papers found on the web. We also present a possible scheme for the classification of grammar errors. Among the main observations, we found that there is a lack of efficient and robust grammar checking tools for real time applications. We present several useful illustrations- most prominent are the schematic diagrams that we provide for each approach and a table that summarizes these approaches along different dimensions such as target error types, linguistic dataset used, strengths and limitations of the approach. This facilitates better understandability, comparison and evaluation of previous research.">
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<meta name=citation_title content="A Systematic Review of Automated Grammar Checking in English Language"><meta name=citation_author content="Soni, Madhvi"><meta name=citation_author content="Thakur, Jitendra Singh"><meta name=citation_date content=2018/03/29><meta name=citation_online_date content=2018/03/29><meta name=citation_pdf_url content=https://arxiv.org/pdf/1804.00540><meta name=citation_arxiv_id content=1804.00540><meta name=citation_abstract content="Grammar checking is the task of detection and correction of grammatical errors in the text. English is the dominating language in the field of science and technology. Therefore, the non-native English speakers must be able to use correct English grammar while reading, writing or speaking. This generates the need of automatic grammar checking tools. So far many approaches have been proposed and implemented. But less efforts have been made in surveying the literature in the past decade. The objective of this systematic review is to examine the existing literature, highlighting the current issues and suggesting the potential directions of future research. This systematic review is a result of analysis of 12 primary studies obtained after designing a search strategy for selecting papers found on the web. We also present a possible scheme for the classification of grammar errors. Among the main observations, we found that there is a lack of efficient and robust grammar checking tools for real time applications. We present several useful illustrations- most prominent are the schematic diagrams that we provide for each approach and a table that summarizes these approaches along different dimensions such as target error types, linguistic dataset used, strengths and limitations of the approach. This facilitates better understandability, comparison and evaluation of previous research.">
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<h1>Computer Science &gt; Computation and Language</h1>
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<strong>arXiv:1804.00540</strong> (cs)
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[Submitted on 29 Mar 2018]</div>
<h1 class="title mathjax"><span class="descriptor sf-hidden">Title:</span>A Systematic Review of Automated Grammar Checking in English Language</h1>
<div class=authors><span class="descriptor sf-hidden">Authors:</span><a href="https://arxiv.org/search/cs?searchtype=author&amp;query=Soni,+M" rel=nofollow>Madhvi Soni</a>, <a href="https://arxiv.org/search/cs?searchtype=author&amp;query=Thakur,+J+S" rel=nofollow>Jitendra Singh Thakur</a></div> <div id=download-button-info class=sf-hidden hidden>View a PDF of the paper titled A Systematic Review of Automated Grammar Checking in English Language, by Madhvi Soni and Jitendra Singh Thakur</div>
<a class=mobile-submission-download href=https://arxiv.org/pdf/1804.00540>View PDF</a>
<blockquote class="abstract mathjax">
<span class="descriptor sf-hidden">Abstract:</span>Grammar checking is the task of detection and correction of grammatical errors in the text. English is the dominating language in the field of science and technology. Therefore, the non-native English speakers must be able to use correct English grammar while reading, writing or speaking. This generates the need of automatic grammar checking tools. So far many approaches have been proposed and implemented. But less efforts have been made in surveying the literature in the past decade. The objective of this systematic review is to examine the existing literature, highlighting the current issues and suggesting the potential directions of future research. This systematic review is a result of analysis of 12 primary studies obtained after designing a search strategy for selecting papers found on the web. We also present a possible scheme for the classification of grammar errors. Among the main observations, we found that there is a lack of efficient and robust grammar checking tools for real time applications. We present several useful illustrations- most prominent are the schematic diagrams that we provide for each approach and a table that summarizes these approaches along different dimensions such as target error types, linguistic dataset used, strengths and limitations of the approach. This facilitates better understandability, comparison and evaluation of previous research.
</blockquote>
<div class=metatable>
<table summary="Additional metadata"> <tbody><tr>
<td class="tablecell label">Comments:</td>
<td class="tablecell comments mathjax">23 pages</td>
</tr>
<tr>
<td class="tablecell label">Subjects:</td>
<td class="tablecell subjects">
<span class=primary-subject>Computation and Language (cs.CL)</span></td>
<tr>
<td class="tablecell label">Cite as:</td>
<td class="tablecell arxivid"><span class=arxivid><a href=https://arxiv.org/abs/1804.00540>arXiv:1804.00540</a> [cs.CL]</span></td>
</tr>
<tr>
<td class="tablecell label">&nbsp;</td>
<td class="tablecell arxividv">(or <span class=arxivid>
<a href=https://arxiv.org/abs/1804.00540v1>arXiv:1804.00540v1</a> [cs.CL]</span> for this version)
</td>
</tr>
<tr>
<td class="tablecell label">&nbsp;</td>
<td class="tablecell arxivdoi"> <a href=https://doi.org/10.48550/arXiv.1804.00540 id=arxiv-doi-link>https://doi.org/10.48550/arXiv.1804.00540</a><div class=button-and-tooltip>
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<h2>Submission history</h2> From: Jitendra Singh Thakur [<a href=https://arxiv.org/show-email/ec7b7bf7/1804.00540 rel=nofollow>view email</a>] <br> <strong>[v1]</strong>
Thu, 29 Mar 2018 10:42:03 UTC (3,362 KB)<br>
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