{"id":26110,"date":"2019-09-19T17:22:34","date_gmt":"2019-09-19T11:52:34","guid":{"rendered":"https:\/\/integranxt.com\/?p=26110"},"modified":"2025-04-05T09:53:05","modified_gmt":"2025-04-05T04:23:05","slug":"decoding-ai-and-nlp-for-publishers","status":"publish","type":"post","link":"https:\/\/integranxt.com\/blog\/decoding-ai-and-nlp-for-publishers\/","title":{"rendered":"Decoding AI and NLP for Publishers"},"content":{"rendered":"<p>Within digital publishing circles today \u2014 when you have terms like: Artificial Intelligence (AI) and Natural Language Processing (NLP) thrown around ever so often, you would do yourself some good to get acquainted with them and in fact get around to exploring them in real-time for potential use cases in the publishing space.<\/p>\n<p>With complex workflows characterizing a big part of the publishing ecosystem, AI capabilities are quite promising to the extent that they can actually automate large portions of these workflows, and create significant value to publishing businesses, authors, and the research community.<\/p>\n<p>With this blog, let\u2019s decode how AI and NLP render themselves to value in the publishing space.<\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_73 ez-toc-wrap-center counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title ez-toc-toggle\" style=\"cursor:pointer\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/integranxt.com\/blog\/decoding-ai-and-nlp-for-publishers\/#Empowering_editors_with_better_decision-making\" title=\"Empowering editors with better decision-making\">Empowering editors with better decision-making<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/integranxt.com\/blog\/decoding-ai-and-nlp-for-publishers\/#Correcting_minor_errors\" title=\"Correcting minor errors\">Correcting minor errors<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/integranxt.com\/blog\/decoding-ai-and-nlp-for-publishers\/#Automating_workflows\" title=\"Automating workflows\">Automating workflows<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/integranxt.com\/blog\/decoding-ai-and-nlp-for-publishers\/#Accelerating_internal_production_processes_and_reducing_lead_times\" title=\"Accelerating internal production processes and reducing lead times\">Accelerating internal production processes and reducing lead times<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/integranxt.com\/blog\/decoding-ai-and-nlp-for-publishers\/#Reducing_lengthy_review_cycles\" title=\"Reducing lengthy review cycles\">Reducing lengthy review cycles<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/integranxt.com\/blog\/decoding-ai-and-nlp-for-publishers\/#So_whats_the_final_take\" title=\"So, what\u2019s the final take?\">So, what\u2019s the final take?<\/a><\/li><\/ul><\/nav><\/div>\n<h3><span class=\"ez-toc-section\" id=\"Empowering_editors_with_better_decision-making\"><\/span>Empowering editors with better decision-making<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI augments human ability by helping machines identify and create new patterns. It involves developing algorithms that enable machines to quickly process large scores of data, recognize consistent patterns within that data, make insight-driven decisions, and provide recommendations based on that analysis. In essence, AI can simplify the publishing process to the extremes.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Correcting_minor_errors\"><\/span>Correcting minor errors<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>With built-in AI and NLP technology, digital editing tools can analyze each article that comes their way with pre-set grammar and formatting rules. After analyzing the content, the technology helps evaluate whether or not the article is of good, publishable quality. The technology will automatically correct minor errors like grammar and punctuation, and flag more complex issues that may need an editor\u2019s attention. Journal submissions that are high-quality and can advance straight to the typesetting and composition stage.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Automating_workflows\"><\/span>Automating workflows<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>AI can intelligently automate workflows in order to reduce time to publication, improve editorial quality, enhance author experience, and boost the immediacy of science. AI and NLP can be leveraged to create a splash in the peer review process by evaluating manuscripts, extracting key terms for originality and relationship mapping, checking for language quality, identifying plagiarism, and even matching papers to journals and reviewers.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Accelerating_internal_production_processes_and_reducing_lead_times\"><\/span>Accelerating internal production processes and reducing lead times<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Since production processes are very time-consuming and there is a constant demand for faster, cheaper, and shorter turnaround times, AI can\u00a0 increase the speed of the editing process and better serve its authors with more timely publication. From sifting through the large volume of incoming content to flagging content and process anomalies, AI\/NLP has become indispensable.<\/p>\n<p>NLP incorporates grammar analysis into machine-learning. A computer program is trained to recognize the noun, verb, and object in a sentence, and to understand the structure of words in order to discern their meaning. With NLP technology, publishers can automate simple editing and formatting tasks and focus on more complex tasks at hand.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"Reducing_lengthy_review_cycles\"><\/span>Reducing lengthy review cycles<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>By reducing the number of touchpoints that a document has to flow through, AI and NLP together can increase the speed through the system, using algorithms, rather than having to wait for manual review cycles that are typically long and time-consuming. This cuts down on manual editorial intervention and could possibly even reduce the element of human bias.<\/p>\n<h3><span class=\"ez-toc-section\" id=\"So_whats_the_final_take\"><\/span>So, what\u2019s the final take?<span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>There are two ways of seeing the benefits that AI\/NLP can bring to the publishing table. On one hand, they can be used to streamline publishing workflows and thereby improve author experience since data-driven decisions always take the cake over off-hand conclusions. On the other hand, publishers see AI and NLP as useful technological tools that can drastically reduce costs and drive operational excellence, all along improving publishing workflow efficiency and output quality.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Within digital publishing circles today \u2014 when you have terms like: Artificial Intelligence (AI) and Natural Language Processing (NLP) thrown around ever so often, you would do yourself some good to get acquainted with them and in fact get around to exploring them in real-time for potential use cases in the publishing space. With complex [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":26882,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[30],"tags":[],"class_list":["post-26110","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-publishing-automation"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.0 (Yoast SEO v24.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Decoding AI and NLP for Publishers<\/title>\n<meta name=\"description\" content=\"Within digital publishing circles today -- when you have terms like: Artificial Intelligence (AI) and Natural Language Processing (NLP) thrown around ever so often, you would do yourself some good to get acquainted with them and in fact get around to exploring them in real-time for potential use cases in the publishing space.\" \/>\n<meta name=\"robots\" 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