{"id":4361,"date":"2026-04-11T07:12:00","date_gmt":"2026-04-11T07:12:00","guid":{"rendered":"https:\/\/staff.fnwi.uva.nl\/m.derijke\/?p=4361"},"modified":"2026-05-05T09:17:05","modified_gmt":"2026-05-05T09:17:05","slug":"manila26-sigir-2026-tutorial-on-information-retrieval-for-climate-change-impact","status":"publish","type":"post","link":"https:\/\/staff.fnwi.uva.nl\/m.derijke\/manila26-sigir-2026-tutorial-on-information-retrieval-for-climate-change-impact\/","title":{"rendered":"MANILA26: SIGIR 2026 Tutorial on Information Retrieval for Climate Change Impact"},"content":{"rendered":"\n<p>After the MANILA24 and MANILA25 workshops on information retrieval for climate change impact, Flora Salim (University of New South Wales, Sydney) and I will be offering <strong>MANILA26: SIGIR 2026 Tutorial on Information Retrieval for Climate Change Impact<\/strong> at SIGIR 2026 in Melbourne, <a href=\"https:\/\/sigir2026.org\/en-AU\/pages\/program\/program-overview\">on July 20<\/a>. This three-hour tutorial uses climate change evidence synthesis as a high-stakes &#8220;stress test&#8221; for state-of-the-art IR and AI methods. <\/p>\n\n\n\n<p>Participants will explore why this domain, which is characterized by high levels of interdisciplinarity, multi-modal data (geospatial and time-series), and a lack of controlled vocabularies, challenges current state-of-the-art systems and active learning protocols. Through an architectural critique of agentic RAG systems and a deep dive into the &#8220;AMOC experiment,&#8221; the tutorial distinguishes between automated literature review and expert scientific assessment. Participants will learn to diagnose specific retrieval failure modes, such as geographic coverage bias and the &#8220;tacit knowledge boundary,&#8221; where human expertise remains essential. The tutorial concludes by framing a new research agenda: building unified, verifiable evidence pipelines that integrate bibliographic, geospatial, and multi-modal retrieval with rigorous provenance tracking.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>After the MANILA24 and MANILA25 workshops on information retrieval for climate change impact, Flora Salim (University of New South Wales, Sydney) and I will be offering MANILA26: SIGIR 2026 Tutorial on Information Retrieval for Climate Change Impact at SIGIR 2026 in Melbourne, on July 20. This three-hour tutorial uses climate change evidence synthesis as a&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9,16],"tags":[],"_links":{"self":[{"href":"https:\/\/staff.fnwi.uva.nl\/m.derijke\/wp-json\/wp\/v2\/posts\/4361"}],"collection":[{"href":"https:\/\/staff.fnwi.uva.nl\/m.derijke\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/staff.fnwi.uva.nl\/m.derijke\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/staff.fnwi.uva.nl\/m.derijke\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/staff.fnwi.uva.nl\/m.derijke\/wp-json\/wp\/v2\/comments?post=4361"}],"version-history":[{"count":6,"href":"https:\/\/staff.fnwi.uva.nl\/m.derijke\/wp-json\/wp\/v2\/posts\/4361\/revisions"}],"predecessor-version":[{"id":4370,"href":"https:\/\/staff.fnwi.uva.nl\/m.derijke\/wp-json\/wp\/v2\/posts\/4361\/revisions\/4370"}],"wp:attachment":[{"href":"https:\/\/staff.fnwi.uva.nl\/m.derijke\/wp-json\/wp\/v2\/media?parent=4361"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/staff.fnwi.uva.nl\/m.derijke\/wp-json\/wp\/v2\/categories?post=4361"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/staff.fnwi.uva.nl\/m.derijke\/wp-json\/wp\/v2\/tags?post=4361"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}