{"id":398,"date":"2024-10-26T00:00:00","date_gmt":"2024-10-25T22:00:00","guid":{"rendered":"https:\/\/wp.unil.ch\/dino\/?p=398"},"modified":"2024-11-25T09:42:25","modified_gmt":"2024-11-25T08:42:25","slug":"using-large-language-models-for-the-assessment-of-sustainable-forest-investment-projects","status":"publish","type":"post","link":"https:\/\/wp.unil.ch\/dino\/using-large-language-models-for-the-assessment-of-sustainable-forest-investment-projects\/","title":{"rendered":"Using Large Language Models for the Assessment of Sustainable Forest Investment\u00a0Projects"},"content":{"rendered":"\n<p>How can AI support decision-making in the assessment of sustainable forest investment projects?<\/p>\n\n\n\n<p>This is what we\u2019re looking into in our new research paper,&nbsp;\u201cUsing Large Language Models for the Assessment of Sustainable Forest Investment Projects,\u201d&nbsp;co-authored by&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/ACoAADTMWUQBWTOlTbTYqhFjzFU_JXDtr8kcWPA\"><\/a><a href=\"https:\/\/www.linkedin.com\/in\/maria-letizia-jannibelli-0587a4208\/\">Maria Letizia Jannibelli<\/a>, Jiayu Luo and&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/ACoAACVufdEBKU5MQH3MM0_3ns8KY7sA6THSPNI\"><\/a><a href=\"https:\/\/www.linkedin.com\/in\/kiliansprenkamp\/\">Kilian Sprenkamp<\/a>. Kilian will present it at HICSS 2025 in January.<\/p>\n\n\n\n<p>The paper explores how LLMs can support the assessment of forest investment projects, which are crucial role in addressing climate change and biodiversity loss.<\/p>\n\n\n\n<p>Key highlights:<br>\u2014 We developed GRAIDY, which extracts and summarizes relevant data from complex project documents.<br>\u2014 A retrieval-augmented generation approach reduces errors and increases reliability.<br>\u2014 It offers potential to serve as a powerful&nbsp;assistant&nbsp;to human experts.<\/p>\n\n\n\n<p>Thanks for the fruitful collaboration,&nbsp;<a href=\"https:\/\/www.linkedin.com\/company\/xilva\/\">Xilva<\/a>,&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/ACoAAACjzIkB5omSHA8omjRVkSVDGpEtYdFyaHo\"><\/a><a href=\"https:\/\/www.linkedin.com\/in\/duehrkoop\/\">Tim Duehrkoop<\/a>,&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/ACoAAABCBMkB1iSr5aDB0h5WwRwH4NGlJlMxFH8\"><\/a><a href=\"https:\/\/www.linkedin.com\/in\/yeraymartinezmontesdeoca\/\">Yeray Mart\u00ednez Montesdeoca<\/a>,&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/ACoAAAIkRncBrgPFE0JtB0brTA1cPw7ipnRUgTY\"><\/a><a href=\"https:\/\/www.linkedin.com\/in\/lawrensilva\/\">Jamie Micah Lawrence<\/a>,&nbsp;<a href=\"https:\/\/www.linkedin.com\/in\/ACoAAAivZQEBJ9Bgiv1TeWdmlrENJCd9fOiwISI\"><\/a><a href=\"https:\/\/www.linkedin.com\/in\/nuria-garcia-forner\/\">N\u00faria Garcia-Forner<\/a>&nbsp;\u2013 hope we can continue! \ud83c\udf31\ud83c\udf0d \u2013 and&nbsp;<a href=\"https:\/\/www.linkedin.com\/company\/innosuisse\/\">Innosuisse<\/a>&nbsp;for the Innocheque funding.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>How can AI support decision-making in the assessment of sustainable forest investment projects? This is what we\u2019re looking into in our new research paper,&nbsp;\u201cUsing Large Language Models for the Assessment &hellip; <\/p>\n","protected":false},"author":1002891,"featured_media":399,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_seopress_robots_primary_cat":"","_seopress_titles_title":"","_seopress_titles_desc":"","_seopress_robots_index":"","footnotes":""},"categories":[1],"tags":[],"class_list":{"0":"post-398","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-uncategorized"},"_links":{"self":[{"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/posts\/398","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/users\/1002891"}],"replies":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/comments?post=398"}],"version-history":[{"count":1,"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/posts\/398\/revisions"}],"predecessor-version":[{"id":400,"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/posts\/398\/revisions\/400"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/media\/399"}],"wp:attachment":[{"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/media?parent=398"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/categories?post=398"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/wp.unil.ch\/dino\/wp-json\/wp\/v2\/tags?post=398"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}