Publications
Links to the CEUR Proceedings here
Overview paper
Please, cite:
Luis Gasco, Hermenegildo Fabregat, Laura García-Sardiña, Paula Estrella, Daniel Deniz, Álvaro Rodrigo and Rabih Zbib. 2025. Overview of the TalentCLEF 2025: Skill and Job Title Intelligence for Human Capital Management. In International Conference of the Cross-Language Evaluation Forum for European Languages. Springer. [View preprint on arXiv] [View Springer paper]
@inproceedings{gasco2025overview,
title={{Overview of the TalentCLEF 2025: Skill and Job Title Intelligence for Human Capital Management}},
author={Gasco, Luis and Fabregat, Hermenegildo and Garc\'{\i}a-Sardi{\~n}a, Laura and Estrella, Paula and Deniz, Daniel and Rodrigo, \'{A}lvaro and Zbib, Rabih},
booktitle={{Experimental IR Meets Multilinguality, Multimodality, and Interaction}},
publisher={{Springer Nature Switzerland}},
address={{Cham}},
pages={{464--485}},
isbn={{978-3-032-04354-2}},
year={2025},
}
Participant papers
| Team | Title | Link | Bibtex |
|---|---|---|---|
| Iagox | Semantic Matching of Jobs and Skills Using LLMs and S-BERT | Link | |
| DS@GT TalentCLEF | Multilingual Job Title Matching with MPNet-Based Sentence Transformers | Link | |
| NLPnorth | NLPnorth @ TalentCLEF 2025: Comparing Discriminative, Contrastive, and Prompt-Based Methods for Job Title and Skill Matching | Link | |
| UDII-UPM | UDII-UPM at TalentCLEF 2025: Task A-Multilingual Job Title Matching | Link | |
| moali | Enhancing Job-Skill Matching with LLM-Driven Data Augmentation and Fine-Tuned Bi-Encoders | Link | |
| NT | NT Team at Multilingual Job Title Matching Task A: Job Matching via Large Language Model-Based Description Generation and Retrieval | Link | |
| SCaLAR | Fine-Tuned Sentence Transformer for Multilingual Job Title Matching | Link | |
| AlexU-NLP | AlexU-NLP at TalentCLEF 2025: Curriculum-Driven Hybrid Retrieval for Multilingual Job Title Matching | Link | |
| SkillSeekers | Enhancing Human Capital Management: AI Techniques for Candidate Matching and Skill Extraction | Link | |
| HULAT-UC3M | HULAT-UC3M at TalentCLEF: ArtificialIntelligence and Natural Language Processing applied to HR Management | Link | |
| COTECMAR–UTB | Linking Job Titles and ESCO Skills with Sentence Transformer Embeddings | Link | |
| Ixa | A Two-Stage Multilingual Job Title Matching System: Combining Expert Knowledge and LLM-based Ranking | Link | |
| pjmathematician | pjmathematician at TalentCLEF 2025: Enhancing Job Title and Skill Matching with GISTEmbed and LLM-Augmented Data | Link | |
| TechWolf | Multilingual JobBERT for Cross-Lingual Job Title Matching | Link | |
| VerbaNexAI | VerbaNex at TalentCLEF2025: Semantic Matching of Multilingual Job Titles through a Framework Integrating ESCO Taxonomy | Link |