{"id":450,"date":"2026-04-27T17:21:08","date_gmt":"2026-04-27T16:21:08","guid":{"rendered":"https:\/\/www.farhi-innovation-lab.fr\/?post_type=publication&#038;p=450"},"modified":"2026-04-27T17:21:09","modified_gmt":"2026-04-27T16:21:09","slug":"natural-language-processing-and-innovation-research-2","status":"publish","type":"publication","link":"https:\/\/www.farhi-innovation-lab.fr\/fr\/publication\/natural-language-processing-and-innovation-research-2\/","title":{"rendered":"Natural Language Processing and Innovation Research"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Innovation is central to models in economics, strategy, management, and finance, yet it remains difficult to measure due to its intangible and knowledge-based nature. Recentadvancements in Natural Language Processing offer new methods to analyze textualartifacts, providing empirical insights into previously hard-to-measure aspects of inno-vation. This paper provides an overview of the current applications of these methods in empirical innovation research, highlights their transformative potential for reshaping how researchers study and quantify innovation, and discusses the critical challenges that accompany their use.<\/p>","protected":false},"excerpt":{"rendered":"<p>Innovation is central to models in economics, strategy, management, and finance, yet it remains difficult to measure due to its intangible and knowledge-based nature. Recentadvancements in Natural Language Processing offer new methods to analyze textualartifacts, providing empirical insights into previously hard-to-measure aspects of inno-vation. This paper provides an overview of the current applications of these [&hellip;]<\/p>\n","protected":false},"template":"","meta":{"_acf_changed":true},"thematique":[],"type-de-publication":[],"class_list":["post-450","publication","type-publication","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Natural Language Processing and Innovation Research - Farhi Innovation Lab<\/title>\n<meta name=\"robots\" content=\"noindex, follow\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Natural Language Processing and Innovation Research - Farhi Innovation Lab\" \/>\n<meta property=\"og:description\" content=\"Innovation is central to models in economics, strategy, management, and finance, yet it remains difficult to measure due to its intangible and knowledge-based nature. Recentadvancements in Natural Language Processing offer new methods to analyze textualartifacts, providing empirical insights into previously hard-to-measure aspects of inno-vation. This paper provides an overview of the current applications of these [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.farhi-innovation-lab.fr\/fr\/publication\/natural-language-processing-and-innovation-research-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Farhi Innovation Lab\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-27T16:21:09+00:00\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/publication\\\/natural-language-processing-and-innovation-research-2\\\/\",\"url\":\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/publication\\\/natural-language-processing-and-innovation-research-2\\\/\",\"name\":\"Natural Language Processing and Innovation Research - Farhi Innovation Lab\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/#website\"},\"datePublished\":\"2026-04-27T16:21:08+00:00\",\"dateModified\":\"2026-04-27T16:21:09+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/publication\\\/natural-language-processing-and-innovation-research-2\\\/#breadcrumb\"},\"inLanguage\":\"fr-FR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/publication\\\/natural-language-processing-and-innovation-research-2\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/publication\\\/natural-language-processing-and-innovation-research-2\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Accueil\",\"item\":\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Publications\",\"item\":\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/publications\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Natural Language Processing and Innovation Research\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/#website\",\"url\":\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/\",\"name\":\"Farhi Innovation Lab\",\"description\":\"Economics of Institutions, Innovation, and Growth Chair\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"fr-FR\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/#organization\",\"name\":\"Farhi Innovation Lab\",\"alternateName\":\"Farhi Innovation Lab\",\"url\":\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"fr-FR\",\"@id\":\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/web-app-manifest-512x512-1.png\",\"contentUrl\":\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/wp-content\\\/uploads\\\/2026\\\/04\\\/web-app-manifest-512x512-1.png\",\"width\":512,\"height\":512,\"caption\":\"Farhi Innovation Lab\"},\"image\":{\"@id\":\"https:\\\/\\\/www.farhi-innovation-lab.fr\\\/#\\\/schema\\\/logo\\\/image\\\/\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Natural Language Processing and Innovation Research - Farhi Innovation Lab","robots":{"index":"noindex","follow":"follow"},"og_locale":"fr_FR","og_type":"article","og_title":"Natural Language Processing and Innovation Research - Farhi Innovation Lab","og_description":"Innovation is central to models in economics, strategy, management, and finance, yet it remains difficult to measure due to its intangible and knowledge-based nature. Recentadvancements in Natural Language Processing offer new methods to analyze textualartifacts, providing empirical insights into previously hard-to-measure aspects of inno-vation. This paper provides an overview of the current applications of these [&hellip;]","og_url":"https:\/\/www.farhi-innovation-lab.fr\/fr\/publication\/natural-language-processing-and-innovation-research-2\/","og_site_name":"Farhi Innovation Lab","article_modified_time":"2026-04-27T16:21:09+00:00","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.farhi-innovation-lab.fr\/publication\/natural-language-processing-and-innovation-research-2\/","url":"https:\/\/www.farhi-innovation-lab.fr\/publication\/natural-language-processing-and-innovation-research-2\/","name":"Natural Language Processing and Innovation Research - Farhi Innovation Lab","isPartOf":{"@id":"https:\/\/www.farhi-innovation-lab.fr\/#website"},"datePublished":"2026-04-27T16:21:08+00:00","dateModified":"2026-04-27T16:21:09+00:00","breadcrumb":{"@id":"https:\/\/www.farhi-innovation-lab.fr\/publication\/natural-language-processing-and-innovation-research-2\/#breadcrumb"},"inLanguage":"fr-FR","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.farhi-innovation-lab.fr\/publication\/natural-language-processing-and-innovation-research-2\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.farhi-innovation-lab.fr\/publication\/natural-language-processing-and-innovation-research-2\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Accueil","item":"https:\/\/www.farhi-innovation-lab.fr\/"},{"@type":"ListItem","position":2,"name":"Publications","item":"https:\/\/www.farhi-innovation-lab.fr\/publications\/"},{"@type":"ListItem","position":3,"name":"Natural Language Processing and Innovation Research"}]},{"@type":"WebSite","@id":"https:\/\/www.farhi-innovation-lab.fr\/#website","url":"https:\/\/www.farhi-innovation-lab.fr\/","name":"Farhi Innovation Lab","description":"Economics of Institutions, Innovation, and Growth Chair","publisher":{"@id":"https:\/\/www.farhi-innovation-lab.fr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.farhi-innovation-lab.fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"fr-FR"},{"@type":"Organization","@id":"https:\/\/www.farhi-innovation-lab.fr\/#organization","name":"Farhi Innovation Lab","alternateName":"Farhi Innovation Lab","url":"https:\/\/www.farhi-innovation-lab.fr\/","logo":{"@type":"ImageObject","inLanguage":"fr-FR","@id":"https:\/\/www.farhi-innovation-lab.fr\/#\/schema\/logo\/image\/","url":"https:\/\/www.farhi-innovation-lab.fr\/wp-content\/uploads\/2026\/04\/web-app-manifest-512x512-1.png","contentUrl":"https:\/\/www.farhi-innovation-lab.fr\/wp-content\/uploads\/2026\/04\/web-app-manifest-512x512-1.png","width":512,"height":512,"caption":"Farhi Innovation Lab"},"image":{"@id":"https:\/\/www.farhi-innovation-lab.fr\/#\/schema\/logo\/image\/"}}]}},"_links":{"self":[{"href":"https:\/\/www.farhi-innovation-lab.fr\/fr\/wp-json\/wp\/v2\/publication\/450","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.farhi-innovation-lab.fr\/fr\/wp-json\/wp\/v2\/publication"}],"about":[{"href":"https:\/\/www.farhi-innovation-lab.fr\/fr\/wp-json\/wp\/v2\/types\/publication"}],"wp:attachment":[{"href":"https:\/\/www.farhi-innovation-lab.fr\/fr\/wp-json\/wp\/v2\/media?parent=450"}],"wp:term":[{"taxonomy":"thematique","embeddable":true,"href":"https:\/\/www.farhi-innovation-lab.fr\/fr\/wp-json\/wp\/v2\/thematique?post=450"},{"taxonomy":"type-de-publication","embeddable":true,"href":"https:\/\/www.farhi-innovation-lab.fr\/fr\/wp-json\/wp\/v2\/type-de-publication?post=450"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}