{"id":1320,"date":"2023-03-07T14:55:18","date_gmt":"2023-03-07T14:55:18","guid":{"rendered":"https:\/\/www.paperpal.com\/blog\/?p=1320"},"modified":"2024-02-20T11:05:00","modified_gmt":"2024-02-20T11:05:00","slug":"quality-vs-quantity-of-corrections","status":"publish","type":"post","link":"https:\/\/paperpal.com\/blog\/press-release\/quality-vs-quantity-of-corrections","title":{"rendered":"Quality vs. Quantity of Corrections: Choose Your AI Writing Tool Wisely!\u00a0"},"content":{"rendered":"<div id=\"bsf_rt_marker\"><\/div>\n<p class=\"wp-block-paragraph\">When it comes to academic writing, grammar and spelling are not the only things that matter. A great academic article should also be clear, concise, and engaging. However, achieving this can be a challenge for many, especially for non-native English speakers. To help, there are various English editing tools available online, each offering unique features and capabilities, each one claiming to be the best. As a researcher, you are spoilt for choice!<strong> But how can <em>you <\/em>tell the best AI writing tool from the rest, especially when English isn\u2019t your first language to begin with?&nbsp;&nbsp;<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/paperpal.com\/?utm_source=contentmarketing&amp;utm_medium=paperpal-blog&amp;utm_campaign=quantity-vs-quality-of-corrections-paperpal-banner1\"><img fetchpriority=\"high\" decoding=\"async\" width=\"782\" height=\"200\" src=\"http:\/\/www.paperpal.com\/blog\/wp-content\/uploads\/2022\/11\/05_GenericBanner_780x200px-13.png\" alt=\"\" class=\"wp-image-837\" srcset=\"https:\/\/paperpal.com\/blog\/wp-content\/uploads\/2022\/11\/05_GenericBanner_780x200px-13.png 782w, https:\/\/paperpal.com\/blog\/wp-content\/uploads\/2022\/11\/05_GenericBanner_780x200px-13-300x77.png 300w, https:\/\/paperpal.com\/blog\/wp-content\/uploads\/2022\/11\/05_GenericBanner_780x200px-13-768x196.png 768w, https:\/\/paperpal.com\/blog\/wp-content\/uploads\/2022\/11\/05_GenericBanner_780x200px-13-780x200.png 780w, https:\/\/paperpal.com\/blog\/wp-content\/uploads\/2022\/11\/05_GenericBanner_780x200px-13-585x150.png 585w\" sizes=\"(max-width: 782px) 100vw, 782px\" \/><\/a><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Independent studies are a good place to start when assessing AI writing tools. In a whitepaper by Dr. Alexopoulou of Cambridge Language Sciences,<sup>1<\/sup> which tested seven language correction tools, <a href=\"https:\/\/paperpal.com\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Paperpal<\/strong><\/a><strong> <\/strong>and InstaText were estimated to make the highest number of proposed corrections at about 100 and 175 suggestions per 1,000 words, respectively.<strong> However, according to a comparison of AI writing tools based on expert human assessment, Paperpal has a much lower percentage of incorrect suggestions: 13% as opposed 23% for InstaText.<sup>2<\/sup>&nbsp;<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">How do the numbers above come into play in a real-life scenario? <strong>Let\u2019s examine a sample passage to find out<\/strong> (Figure 1).&nbsp;&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img decoding=\"async\" src=\"https:\/\/www.paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-12.png\" alt=\"\" class=\"wp-image-1344\" width=\"436\" height=\"440\" srcset=\"https:\/\/paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-12.png 436w, https:\/\/paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-12-297x300.png 297w, https:\/\/paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-12-150x150.png 150w\" sizes=\"(max-width: 436px) 100vw, 436px\" \/><figcaption>(a)<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><br><\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"542\" height=\"308\" src=\"https:\/\/www.paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-13.png\" alt=\"\" class=\"wp-image-1345\" srcset=\"https:\/\/paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-13.png 542w, https:\/\/paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-13-300x170.png 300w\" sizes=\"(max-width: 542px) 100vw, 542px\" \/><figcaption>(b)<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Figure 1.<\/strong> Sample passage with suggestions by (a) InstaText and (b) Paperpal.&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"294\" height=\"164\" src=\"https:\/\/www.paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image.png\" alt=\"\" class=\"wp-image-1321\"\/><figcaption>(a)<\/figcaption><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"304\" height=\"298\" src=\"https:\/\/www.paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-14.png\" alt=\"\" class=\"wp-image-1348\" srcset=\"https:\/\/paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-14.png 304w, https:\/\/paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-14-300x294.png 300w\" sizes=\"(max-width: 304px) 100vw, 304px\" \/><figcaption>(b)<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Figure 2.<\/strong> Sentence #1: <strong>(a)<\/strong> InstaText and <strong>(b)<\/strong> Paperpal.&nbsp;<\/p>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"enhance-your-academic-writing-skills-from-the-first-draft-try-paperpal-today\"><strong><em><a href=\"https:\/\/edit.paperpal.com\/sign-up?utm_source=contentmarketing&amp;utm_medium=paperpal-blog&amp;utm_campaign=quality-vs-quantity-of-corrections-choose-your-AI-writing-tool-wisely\">Enhance your academic writing skills from the first draft. Try Paperpal today!<\/a><\/em><\/strong><\/h5>\n\n\n\n<p class=\"wp-block-paragraph\">The first sentence in the sample above contains two language errors: \u201cpredominating\u201d and \u201cpower up.\u201d <strong>While InstaText corrects both errors, it also suggests an unnecessary change: \u201ctransfer\u201d to \u201ctransmission\u201d<\/strong> (Figure 2a). A quick Google Scholar search reveals that \u201cwireless power transfer\u201d is used nearly three times more often than \u201cwireless power transmission,\u201d which implies that the original term was better than InstaText\u2019s suggestion. Paperpal\u2019s AI language tools have been trained specifically on corrections made by professional copyeditors on academic papers, and this is reflected in the restraint it shows, a quality that experienced human editors develop over time: Paperpal fixes both errors but avoids making any changes that would alter the author\u2019s voice (Figure 2b).&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"294\" height=\"134\" src=\"https:\/\/www.paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-2.png\" alt=\"\" class=\"wp-image-1323\"\/><figcaption>(a)<\/figcaption><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"306\" height=\"270\" src=\"https:\/\/www.paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-15.png\" alt=\"\" class=\"wp-image-1349\" srcset=\"https:\/\/paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-15.png 306w, https:\/\/paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-15-300x265.png 300w\" sizes=\"(max-width: 306px) 100vw, 306px\" \/><figcaption>(b)<\/figcaption><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Figure 3.<\/strong> Sentence #4: <strong>(a)<\/strong> InstaText and <strong>(b)<\/strong> Paperpal.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Now, let\u2019s look at sentence #4 from the sample. The sentence does not have any grammatical errors, but the transition phrase, \u201con the other hand,\u201d is somewhat out of place. While sentence #1 states that near-field inductive coupling is the predominant technology for wireless power transfer, sentence #4 states a disadvantage with inductive coupling: it cannot be used with miniaturization, which is a new requirement in this area. An appropriate transition phrase for introducing this disadvantage is \u201cHowever,\u201d which is what Paperpal has suggested (Figure 3b). InstaText ignores this issue and changes \u201cas\u201d to \u201cbecause,\u201d which completely changes the original meaning and intent of the sentence (Figure 3a). This specific aspect when assessing AI writing tools, is particularly concerning for authors who are non-native speakers of English, considering that InstaText does not provide any explanations for its changes.&nbsp;<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-11.png\" alt=\"\" class=\"wp-image-1337\" width=\"334\" height=\"152\"\/><figcaption>(a)<\/figcaption><\/figure>\n<\/div>\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"302\" height=\"250\" src=\"https:\/\/www.paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-16.png\" alt=\"\" class=\"wp-image-1350\" srcset=\"https:\/\/paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-16.png 302w, https:\/\/paperpal.com\/blog\/wp-content\/uploads\/2023\/03\/image-16-300x248.png 300w\" sizes=\"(max-width: 302px) 100vw, 302px\" \/><\/figure>\n<\/div>\n\n\n<p class=\"has-text-align-center wp-block-paragraph\"><strong>Figure 4.<\/strong> Sentence #7: <strong>(a)<\/strong> InstaText and <strong>(b)<\/strong> Paperpal.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">We find a similar situation in sentence #7. This sentence contains LaTeX code to generate a multiplication symbol. Additionally, the word \u201csmall\u201d is redundant because the actual size of the Rx coil is presented. As shown in Figure 4a, InstaText mishandles the LaTeX code, misses the redundant text, and makes two further changes: one unnecessary change (addition of \u201chave\u201d) and one change in the author\u2019s meaning (\u201cpower\u201d to \u201cdrive\u201d).<strong> In contrast, Paperpal identifies and preserves LaTeX code (Figure 4b). It also removes the redundancy by deleting \u201csmall.\u201d&nbsp;&nbsp;<\/strong><\/p>\n\n\n\n<h4 class=\"wp-block-heading\" id=\"table-1-paperpal-vs-instatext-performance-on-the-sample-passagenbsp\"><strong>Table 1:<\/strong> Paperpal vs. InstaText performance on the sample passage. <\/h4>\n\n\n\n<figure class=\"wp-block-table\"><div class=\"pcrstb-wrap\"><table><tbody><tr><td><strong>Tool<\/strong>&nbsp;<\/td><td><strong>Proposed edits<\/strong>&nbsp;<\/td><td><strong>Incorrect edits<\/strong>&nbsp;<\/td><td><strong>Relevant suggestions<\/strong>&nbsp;<\/td><\/tr><tr><td>Paperpal&nbsp;<\/td><td>18&nbsp;<\/td><td>0&nbsp;<\/td><td>93.33%&nbsp;<\/td><\/tr><tr><td>InstaText&nbsp;<\/td><td>31&nbsp;<\/td><td>8&nbsp;<\/td><td>80%&nbsp;<\/td><\/tr><\/tbody><\/table><\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">The performance of the two AI writing tools on the sample passage is summarized in Table 1. The passage has a total of 15 objective errors, and the column named \u201cRelevant Suggestions\u201d shows the percentage of these errors that were addressed by each AI writing tool. As summarized in the table, <strong>although InstaText proposes a higher number of edits, its edits are frequently incorrect, and its coverage of objective errors is inferior to that of Paperpal.&nbsp;<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">In summary, if you&#8217;re a researcher looking for an AI editing tool that goes beyond grammar and spelling to offer substantive rephrases and rewrites with high coverage, Paperpal is evidently the best choice. Haven\u2019t explored AI writing tools that are tailored to support academic writing? Take a few moments and <a href=\"https:\/\/edit.paperpal.com\/sign-up?utm_source=contentmarketing&amp;utm_medium=paperpal-blog&amp;utm_campaign=quality-vs-quantity-of-corrections-choose-your-AI-writing-tool-wisely\"><strong>try Paperpal now<\/strong><\/a>!&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"referencesnbsp\">References <\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">1. Alexopoulou, D., <em>Comparison of Automated English Editing Tools<\/em>. University of Cambridge, 2022.&nbsp;&nbsp;&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2. AI-based editing tools for researchers &#8211; A comparative analysis, Paperpal, 2022. (Accessed on March 2, 2023)\u202f<a href=\"https:\/\/www.paperpal.com\/blog\/wp-content\/uploads\/2022\/11\/AI-based-editing-tools-for-researchers_White-Paper_2022.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.paperpal.com\/blog\/wp-content\/uploads\/2022\/11\/AI-based-editing-tools-for-researchers_White-Paper_2022.pdf<\/a> \u202f&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>When it comes to academic writing, grammar and spelling are not the only things that matter. A great academic article should also be clear, concise, and engaging. However, achieving this&hellip;<\/p>\n","protected":false},"author":11,"featured_media":1339,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","_FSMCFIC_featured_image_caption":"","_FSMCFIC_featured_image_nocaption":"","_FSMCFIC_featured_image_hide":"","_ayudawp_aiss_exclude":false,"_ayudawp_aiss_summary":"","_ayudawp_aiss_summary_provider":"","_ayudawp_aiss_summary_hash":"","footnotes":""},"categories":[1,131],"tags":[267],"class_list":["post-1320","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-press-release","category-product-updates","tag-quantity-of-corrections"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>&#039;Quality&#039; vs. &#039;Quantity&#039; of Corrections: Choose Your AI Writing Tool Wisely! | Paperpal<\/title>\n<meta name=\"description\" content=\"When it comes to an AI writing tool for your academic writing, you need to look beyond just grammar and spelling. Should you consider quality or quantity of corrections? How can you pick the best AI writing tool, especially if English isn\u2019t your first language? Read this to find out!\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/paperpal.com\/blog\/press-release\/quality-vs-quantity-of-corrections\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"&#039;Quality&#039; vs. &#039;Quantity&#039; of Corrections: Choose Your AI Writing Tool Wisely! | Paperpal\" \/>\n<meta property=\"og:description\" content=\"When it comes to an AI writing tool for your academic writing, you need to look beyond just grammar and spelling. Should you consider quality or quantity of corrections? How can you pick the best AI writing tool, especially if English isn\u2019t your first language? Read this to find out!\" \/>\n<meta property=\"og:url\" content=\"https:\/\/paperpal.com\/blog\/press-release\/quality-vs-quantity-of-corrections\" \/>\n<meta property=\"og:site_name\" content=\"Paperpal Blog\" \/>\n<meta property=\"article:published_time\" content=\"2023-03-07T14:55:18+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-02-20T11:05:00+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/pp-blog.paperpal.com\/wp-content\/uploads\/2023\/03\/pexels-zen-chung-5538630-scaled.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1707\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Govind Ravi Sulekha\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Govind Ravi Sulekha\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/paperpal.com\\\/blog\\\/press-release\\\/quality-vs-quantity-of-corrections#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/paperpal.com\\\/blog\\\/press-release\\\/quality-vs-quantity-of-corrections\"},\"author\":{\"name\":\"Govind Ravi Sulekha\",\"@id\":\"https:\\\/\\\/paperpal.com\\\/blog\\\/#\\\/schema\\\/person\\\/5d67935d265066188fcbd80d29549ad5\"},\"headline\":\"Quality vs. Quantity of Corrections: Choose Your AI Writing Tool Wisely!\u00a0\",\"datePublished\":\"2023-03-07T14:55:18+00:00\",\"dateModified\":\"2024-02-20T11:05:00+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/paperpal.com\\\/blog\\\/press-release\\\/quality-vs-quantity-of-corrections\"},\"wordCount\":811,\"publisher\":{\"@id\":\"https:\\\/\\\/paperpal.com\\\/blog\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/paperpal.com\\\/blog\\\/press-release\\\/quality-vs-quantity-of-corrections#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/paperpal.com\\\/blog\\\/wp-content\\\/uploads\\\/2023\\\/03\\\/pexels-zen-chung-5538630-scaled.jpg\",\"keywords\":[\"quantity of corrections\"],\"articleSection\":[\"Press Releases\",\"Product Updates\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/paperpal.com\\\/blog\\\/press-release\\\/quality-vs-quantity-of-corrections\",\"url\":\"https:\\\/\\\/paperpal.com\\\/blog\\\/press-release\\\/quality-vs-quantity-of-corrections\",\"name\":\"'Quality' vs. 'Quantity' of Corrections: Choose Your AI Writing Tool Wisely! | Paperpal\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/paperpal.com\\\/blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/paperpal.com\\\/blog\\\/press-release\\\/quality-vs-quantity-of-corrections#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/paperpal.com\\\/blog\\\/press-release\\\/quality-vs-quantity-of-corrections#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/paperpal.com\\\/blog\\\/wp-content\\\/uploads\\\/2023\\\/03\\\/pexels-zen-chung-5538630-scaled.jpg\",\"datePublished\":\"2023-03-07T14:55:18+00:00\",\"dateModified\":\"2024-02-20T11:05:00+00:00\",\"description\":\"When it comes to an AI writing tool for your academic writing, you need to look beyond just grammar and spelling. 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