CALL FOR PARTICIPATION TalentCLEF @ CLEF 2025 Lab on Skill and Job Title Intelligence for Human Capital Management https://talentclef.github.io/talentclef/

Lab description: TalentCLEF introduces an innovative evaluation lab designed to foster the development of Natural Language Processing (NLP) systems in the field of Human Capital Management (HCM). In a corporate environment that is rapidly moving towards a globalized and multilingual workforce, organizations are increasingly relying on language technologies to optimize and accelerate recruitment processes. This scenario brings a critical challenge: developing systems that guarantee fairness in outcomes, with the ability to function across multiple languages and adapt to various industries. TalentCLEF addresses this challenge by creating a public benchmark, carefully considering these aspects in its design, with the aims of promoting the development and evaluation of NLP systems applied to HR, creating a meeting point for the discussion of such systems, and pushing the state-of-the-art in the area of HCM.

The first edition of TalentCLEF will be held at CLEF 2025 and will have two tasks: -Task A: Multilingual Job Title Matching, where the goal is to develop systems capable of retrieving job positions similar to a given one. -Task B: Job Title-Based Skill Prediction, where teams must develop systems that identify professional skills relevant to a specific job position.

More information at: https://talentclef.github.io/talentclef/ Register to our lab at: https://clef2025-labs-registration.dei.unipd.it/registrationForm.php

Task organizers: Luis Gascó, Avature, Spain Hermenegildo Fabregat, Avature, Spain Laura García-Sardiña, Avature, Spain Daniel Deniz Cerpa, Avature, Spain Alvaro Rodrigo, UNED, Spain Rabih Zbib, Avature, Spain

Important dates

25th October 2024 - Sample set release 13th November 2024 - Registration opens 20th January 2025 - Training data available for Tasks A and B 17th February 2025 - Start of Task A, release of development data 17th March 2025 - Start of Task B, release of development data 21st April 2025 - Test set release 21st April to 5th May 2025 - Evaluation period for both tasks 7th May 2025 - Publication of official results 15th June 2025 - Submission of CLEF 2025 Working Notes (Tentative) 30th June to 7th July 2025 - Review of labs overviews (Tentative)

CLEF 2025: 9-12 September 2025, Madrid - Spain

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