{"id":1966,"date":"2025-09-07T12:18:45","date_gmt":"2025-09-07T09:18:45","guid":{"rendered":"https:\/\/ranlp.org\/ranlp2025\/?page_id=1966"},"modified":"2025-09-07T13:47:24","modified_gmt":"2025-09-07T10:47:24","slug":"parallel-session-21","status":"publish","type":"page","link":"https:\/\/ranlp.org\/ranlp2025\/index.php\/parallel-session-21\/","title":{"rendered":"Parallel session 21"},"content":{"rendered":"\n<figure class=\"wp-block-table\"><table><tbody><tr><td colspan=\"2\"><strong>Understanding and Reasoning Skills<\/strong><\/td><\/tr><tr><td colspan=\"2\">Room &#8211; Cherno more hall; Chair &#8211; Ernesto Estebanel<\/td><\/tr><tr><td>15.10-15.35<\/td><td>Measuring How (Not Just Whether) VLMs Build Common Ground (Saki Imai, Mert Inan, Anthony B. Sicilia and Malihe Alikhani)<\/td><\/tr><tr><td>15.35-16.00<\/td><td>Can We Predict Innovation? Narrow Experts versus Competent Generalists (Amir Hazem and Motohashi Kazuyuki)<\/td><\/tr><tr><td>16.00-16.25<\/td><td>Enhancing Transformer-Based Rerankers with Synthetic Data and LLM-Based Supervision (Dimitar Peshevski, Kiril Blazhevski, Martin Popovski and Gjorgji Madjarov)<\/td><\/tr><tr><td>16.25-16.50<\/td><td>&nbsp;<\/td><\/tr><tr><td colspan=\"2\">Check related pre-recorded presentations or papers in Proceedings:<br>(short) Fast Thinking with Structured Prompts: Enabling LLM Reasoning without Chain-of-Thought Generation (Kirill Morozov, Liubov Chubarova and Irina Piontkovskaya)<\/td><\/tr><\/tbody><\/table><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Understanding and Reasoning Skills Room &#8211; Cherno more hall; Chair &#8211; Ernesto Estebanel 15.10-15.35 Measuring How (Not Just Whether) VLMs [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-1966","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ranlp.org\/ranlp2025\/index.php\/wp-json\/wp\/v2\/pages\/1966","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ranlp.org\/ranlp2025\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ranlp.org\/ranlp2025\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ranlp.org\/ranlp2025\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ranlp.org\/ranlp2025\/index.php\/wp-json\/wp\/v2\/comments?post=1966"}],"version-history":[{"count":4,"href":"https:\/\/ranlp.org\/ranlp2025\/index.php\/wp-json\/wp\/v2\/pages\/1966\/revisions"}],"predecessor-version":[{"id":1995,"href":"https:\/\/ranlp.org\/ranlp2025\/index.php\/wp-json\/wp\/v2\/pages\/1966\/revisions\/1995"}],"wp:attachment":[{"href":"https:\/\/ranlp.org\/ranlp2025\/index.php\/wp-json\/wp\/v2\/media?parent=1966"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}