<div dir="ltr"><span id="gmail-docs-internal-guid-b49709f3-7fff-4a6b-24cb-0bac81108bb4"><p dir="ltr" style="text-align:left;line-height:1.44;background-color:rgb(255,255,255);margin-top:10pt;margin-bottom:10pt"><span style="font-family:Arial,sans-serif;font-size:11pt">(* apologies for cross-posting *)</span></p><br class="gmail-Apple-interchange-newline"><p dir="ltr" style="line-height:1.44;text-align:center;background-color:rgb(255,255,255);margin-top:10pt;margin-bottom:10pt"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Final CFP - TalentCLEF Shared Task (CLEF 2025) </span></p><p dir="ltr" style="line-height:1.44;text-align:center;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:italic;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Skill and Job Title Intelligence for Human Capital Management</span></p><p dir="ltr" style="line-height:1.44;text-align:center;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(17,85,204);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;vertical-align:baseline;white-space:pre-wrap"><a href="https://talentclef.github.io/talentclef/">https://talentclef.github.io/talentclef/</a></span><span style="font-size:11pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"> </span></p><p dir="ltr" style="line-height:1.44;text-align:center;margin-top:0pt;margin-bottom:0pt"><br></p><p dir="ltr" style="line-height:1.44;text-align:center;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:italic;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">TalentCLEF is an initiative to advance Natural Language Processing (NLP) in Human Capital Management (HCM). It aims to create a public benchmark for model evaluation and promote collaboration to develop fair, multilingual, and flexible systems that improve Human Resources (HR) practices across different industries.</span></p><p dir="ltr" style="line-height:1.44;text-align:center;margin-top:0pt;margin-bottom:0pt"><br></p><p dir="ltr" style="line-height:1.44;text-align:center;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">📅 </span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Registration Deadline: April 25, 2025</span></p><p dir="ltr" style="line-height:1.44;text-align:center;margin-top:0pt;margin-bottom:0pt;padding:0pt 0pt 10pt"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">🔜 Test set release of Task A and B</span></p><p dir="ltr" style="line-height:1.44;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Key information:</span></p><ul style="margin-top:0px;margin-bottom:0px"><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Web</span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">: </span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(17,85,204);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;vertical-align:baseline;white-space:pre-wrap"><a href="https://talentclef.github.io/talentclef/">https://talentclef.github.io/talentclef/</a></span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Data</span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">: </span><a href="https://doi.org/10.5281/zenodo.14002665" style="text-decoration:none"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(17,85,204);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;vertical-align:baseline;white-space:pre-wrap">https://doi.org/10.5281/zenodo.14002665</span></a><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"> </span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Registration (open until 25th April 2025)</span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">: </span><a href="https://clef2025-labs-registration.dei.unipd.it/" style="text-decoration:none"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(17,85,204);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;vertical-align:baseline;white-space:pre-wrap">https://clef2025-labs-registration.dei.unipd.it/</span></a><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"> </span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Codabench Task A:</span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"> </span><a href="https://www.codabench.org/competitions/5842/" style="text-decoration:none"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(17,85,204);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;vertical-align:baseline;white-space:pre-wrap">https://www.codabench.org/competitions/5842/</span></a><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"> </span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.38;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Codabench Task B:</span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"> </span><a href="https://www.codabench.org/competitions/7059/" style="text-decoration:none"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(17,85,204);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:underline;vertical-align:baseline;white-space:pre-wrap">https://www.codabench.org/competitions/7059/</span></a><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"> </span></p></li></ul><p dir="ltr" style="line-height:1.2;text-align:justify;margin-top:10pt;margin-bottom:0pt"><br></p><p dir="ltr" style="line-height:1.2;text-align:justify;margin-top:10pt;margin-bottom:0pt"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Motivation</span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"><br></span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Integrating Natural Language Processing (NLP) into Human Capital Management (HCM) enhances key areas such as </span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">sourcing and hiring</span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">, </span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">onboarding and training</span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">,</span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"> strategic workforce planning</span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">, and </span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">career development</span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">. Despite these benefits, challenges persist in managing multilingual information, ensuring </span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">fair AI models</span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">, and developing systems  flexible enough to work across industries. </span></p><p dir="ltr" style="line-height:1.2;text-align:justify;margin-top:10pt;margin-bottom:0pt;padding:0pt 0pt 10pt"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">The inaugural TalentCLEF shared-task aims to tackle these challenges through two key tasks:</span></p><ul style="margin-top:0px;margin-bottom:0px"><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre"><p dir="ltr" style="line-height:1.2;text-align:justify;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Task A - Multilingual Job Title Matching</span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">: Participants will develop systems to identify and rank job titles most similar to a given one. For each job title in a test set, systems must generate a ranked list of similar titles from a predefined knowledge base. Evaluation will be conducted in English, Spanish, German, and Chinese, covering both monolingual and cross-lingual (between English and the other languages) matching.</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre"><p dir="ltr" style="line-height:1.2;text-align:justify;margin-top:0pt;margin-bottom:0pt;padding:0pt 0pt 10pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Task B - Job Title-Based Skill Prediction</span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">: This task focuses on retrieving relevant skills associated with a given job title. Participants will develop systems that predict and extract key skills based on job titles. The evaluation will be conducted in English.</span></p></li></ul><p dir="ltr" style="line-height:1.44;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Schedule</span></p><ul style="margin-top:0px;margin-bottom:0px"><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">20th January 2025 - Training data available for Tasks A and B</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">17th February 2025 – Start of Task A with the release of the development data</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">17th March 2025 – Start of Task B with the release of the development data</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">21st April 2025 – Test set of Task A release</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">28st April 2025 - Test set of Task B release</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">5th May 2025 – End of evaluation period</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">7th May 2025 – Publication of Official Results</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">30th May 2025 – Submission of CLEF 2025 Participant Working Notes (CEUR-WS)</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">27th June 2025 - Notification of Acceptance for Participant Papers</span></p></li></ul><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"><br></span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Publications and CLEF 2025 workshop</span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"><br></span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Teams participating in TalentCLEF will be invited to submit a system description paper for the CLEF 2025 Working Notes proceedings, published on CEUR-WS. Additionally, they will have the opportunity to present a brief overview of their approach at the CLEF 2025 workshop, which will take place in Madrid, Spain, from September 9</span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"><span style="font-size:0.6em;vertical-align:super">th</span></span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"> to 12</span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"><span style="font-size:0.6em;vertical-align:super">th</span></span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">, 2025.</span></p><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"><br></span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Main Organizers</span></p><ul style="margin-top:0px;margin-bottom:0px"><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Luis Gascó, Avature, Spain</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Arial,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Hermenegildo Fabregat, Avature, Spain</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Laura García-Sardiña, Avature, Spain</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Daniel Deniz Cerpa, Avature, Spain</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Paula Estrella, Avature, Spain</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Álvaro Rodrigo, Universidad Nacional de Educación a Distancia (UNED), Spain</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre;margin-left:11pt"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Rabih Zbib, Avature, Spain</span></p></li></ul><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap"><br></span><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:700;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Scientific Committee</span></p><p dir="ltr" style="line-height:1.44;margin-top:10pt;margin-bottom:0pt;padding:0pt 0pt 10pt"><span id="gmail-docs-internal-guid-5e965131-7fff-849a-75ce-29413a025937"></span></p><ul style="margin-top:0px;margin-bottom:0px"><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Eneko Agirre - Full Professor of the University of the Basque Country UPV/EHU - ACL Fellow</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">David Camacho - Full Professor of the Technical University of Madrid (UPM)</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Debora Nozza - Assistant Professor of Bocconi University</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Jens-Joris Decorte - Lead AI Scientist at TechWolf</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">David Graus - Lead Data Scientist at Randstad Group</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Mesutt Kayaa - Postdoctoral Researcher at Jobindex A/S and IT University Copenhagen</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Jan Luts - Senior Data Scientist at NTT Data & ESCO</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Elena Montiel-Ponsoda - Professor at the Technical University of Madrid (UPM) - AI4Labour project</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Javier Huertas Tato - Assistant Professor of the Technical University of Madrid (UPM)</span></p></li><li dir="ltr" style="list-style-type:disc;font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre"><p dir="ltr" style="line-height:1.2;margin-top:0pt;margin-bottom:0pt" role="presentation"><span style="font-size:10pt;font-family:Calibri,sans-serif;color:rgb(0,0,0);background-color:transparent;font-weight:400;font-style:normal;font-variant:normal;text-decoration:none;vertical-align:baseline;white-space:pre-wrap">Patricia Martín Chozas - Postdoctoral Researcher at the Ontology Engineering Group (UPM) - AI4Labour project</span></p></li></ul></span></div>