{"id":6841,"date":"2026-01-19T13:37:52","date_gmt":"2026-01-19T12:37:52","guid":{"rendered":"https:\/\/dbis.rwth-aachen.de\/dbis\/?p=6841"},"modified":"2026-02-23T15:58:43","modified_gmt":"2026-02-23T14:58:43","slug":"semantic-integration-through-generative-model-architectures","status":"publish","type":"post","link":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/2026\/semantic-integration-through-generative-model-architectures\/","title":{"rendered":"Semantic Integration through Generative Model Architectures"},"content":{"rendered":"\n<p>We are seeking a motivated master&#8217;s student to explore the application of Large<br>Language Models (LLMs) and Small Language Models (SLMs) for automated semantic mapping in data integration scenarios involving sensitive information. This thesis addresses a critical challenge in modern data management: domain experts often possess the knowledge needed to align local data sources with global schemas but lack the technical expertise to implement these mappings, while traditional automated approaches struggle with the semantic complexity of the task. This research investigates how language models can bridge this gap by enabling more intuitive, knowledge-driven data integration while maintaining strict data privacy and security requirements.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>We are seeking a motivated master&#8217;s student to explore the application of LargeLanguage Models (LLMs) and Small Language Models (SLMs) for automated semantic mapping in data integration scenarios involving sensitive information. This thesis addresses a critical challenge in modern data management: domain experts often possess the knowledge needed to align local data sources with global [&hellip;]<\/p>\n","protected":false},"author":106,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[21],"tags":[],"class_list":["post-6841","post","type-post","status-publish","format-standard","hentry","category-thesis"],"acf":[],"_links":{"self":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts\/6841","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/users\/106"}],"replies":[{"embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/comments?post=6841"}],"version-history":[{"count":13,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts\/6841\/revisions"}],"predecessor-version":[{"id":6944,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/posts\/6841\/revisions\/6944"}],"wp:attachment":[{"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/media?parent=6841"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/categories?post=6841"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/dbis.rwth-aachen.de\/dbis\/index.php\/wp-json\/wp\/v2\/tags?post=6841"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}