{"id":32010,"date":"2024-04-24T10:29:53","date_gmt":"2024-04-24T08:29:53","guid":{"rendered":"https:\/\/www.l3s.de\/?page_id=32010"},"modified":"2026-01-02T10:51:59","modified_gmt":"2026-01-02T09:51:59","slug":"arena","status":"publish","type":"page","link":"https:\/\/www.l3s.de\/de\/research-at-l3s\/all-projects\/project-archive\/arena\/","title":{"rendered":"ARENA"},"content":{"rendered":"
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\n\n01.01.2024\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
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\n\n31.12.2025\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
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ARENA<\/h2>\n<\/div>\n<\/div>\n
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\n\nDie Integration gro\u00dfer Sprachmodelle mit Wissensgraphen zum Zweck der wissenschaftlichen Papier\u00fcberpr\u00fcfung\n\n<\/div>\n<\/div>\n
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\n\nUsing AI in peer review aims to enhance efficiency and accuracy, yet grapples with challenges in semantic understanding and consistency. Balancing automation with human input to achieve human-level review quality remains\nchallenging, given the complexities in defining a “good” review and collecting annotated data. While AI-generated reviews may cover more paper aspects, they often lack constructiveness and factuality compared to human reviews.\nThis project seeks to augment the generation of factual review statements by integrating structural information from research papers and employing techniques like argument mining to extract and analyze the paper’s reasoning\nand evidence for summarization. This objective is realized through the integration of knowledge graphs, incorporating external information to refine the assessment of a paper’s impact and contribution to the research field.\n\n<\/div>\n<\/div>\n
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\n\nF\u00f6rderprogramm<\/a>\n
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\n\nState Ministry for Science and Culture (MWK),\u00a0Member of the Leibniz Young Investigator Grant funding program\n\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
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Kontakt<\/h1>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n
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Zahra Ahmadi<\/h4>\n<\/div>\n<\/div>\n
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<\/span> ahmadi@l3s.de<\/a>\n<\/span><\/div>\n<\/div>\n
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Maximilian Idahl<\/h4>\n<\/div>\n<\/div>\n
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<\/span> idahl@l3s.de<\/a>\n<\/span><\/div>\n<\/div>\n
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<\/span> +49 511 762-17702<\/a>\n<\/span><\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"

Start: 01.01.2024 End: 31.12.2025 Website: ARENA Integrating large language models with knowledge graphs for the purpose of scientific paper reviewing Using AI in peer review aims to enhance efficiency and accuracy, yet grapples with challenges in semantic understanding and consistency. Balancing automation with human input to achieve human-level review quality remains challenging, given the complexities […]<\/p>","protected":false},"author":13,"featured_media":32011,"parent":10129,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-templates\/full-width-page.php","meta":{"_acf_changed":false,"footnotes":""},"categories":[75],"tags":[119],"class_list":["post-32010","page","type-page","status-publish","has-post-thumbnail","hentry","category-project-archive","tag-archive"],"acf":[],"aioseo_notices":[],"publishpress_future_action":{"enabled":false,"date":"2026-05-13 11:13:28","action":"category","newStatus":"draft","terms":[75],"taxonomy":"category","extraData":[]},"publishpress_future_workflow_manual_trigger":{"enabledWorkflows":[]},"_links":{"self":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/32010","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/users\/13"}],"replies":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/comments?post=32010"}],"version-history":[{"count":5,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/32010\/revisions"}],"predecessor-version":[{"id":42081,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/32010\/revisions\/42081"}],"up":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/pages\/10129"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media\/32011"}],"wp:attachment":[{"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/media?parent=32010"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/categories?post=32010"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.l3s.de\/de\/wp-json\/wp\/v2\/tags?post=32010"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}