TalentCLEF 2025

The TalentCLEF evaluation Lab will be a one-day event that will include several activities. There will be oral presentations of the best challenge solutions, keynote talks, a poster session for participants and a panel discussion. In order to boost participation, an awards ceremony will be held where diplomas will be awarded to the best performing teams. Below is a tentative schedule of the workshop activities.

CLEF focuses on evaluating the effectiveness of information retrieval systems, such as search engines, text and multimedia retrieval systems, and other types of digital information systems. Participants in the TalentCLEF workshop are required to submit a short paper detailing the systems they have developed for the task. Accepted submissions will be published in the CLEF 2025 CEUR proceedings.

At least one author from each accepted paper must register for the CLEF conference and present their system in a poster format. Additionally, outstanding participants, selected by the program committee, will have the opportunity to deliver an oral presentation of their work.

Workshop Schedule

Friday 12 September
11:00 – 12:30 | Session 3

– pjmathematician at TalentCLEF 2025: Enhancing Job Title and Skill Matching with GISTEmbed and LLM-Augmented Data
Poojan Vachharajani
– Enhancing Human Capital Management: AI Techniques for Candidate Matching and Skill Extraction
Muhammad Hasan Nizami, Ahtisham Uddin, Muhammad Talha Salani, Ayesha Saeed, Faisal Alvi, Abdul Samad
– COTECMAR–UTB at TalentCLEF 2025: Linking Job Titles and ESCO Skills with Sentence Transformer Embeddings
Jhonattan Llamas, Edwin Puertas, Jairo Serrano, Juan Martinez
– Beyond Titles: Semantic Matching of Jobs and Skills Using LLMs and S-BERT
Iago X. Vázquez, Rodrigo Sedano, Silvia González, Javier Sedano
– Enhancing Job-Skill Matching with LLM-Driven Data Augmentation and Fine-Tuned Bi-Encoders
Mohab Ali
– Discussion, Awards Ceremony & Closing