- Conference Papers.- From Uniform to Unique: Adaptive K-12 Assessment Using Large Language Models.- Spatially Grounded Explanations in Vision-Language Models for Document Visual Question Answering.- Better Call Claude: Can LLMs Detect Changes of Writing Style?.- MedAID-ML: A Multilingual Dataset of Biomedical Texts for Detecting AI-Generated Content.- Taxonomy Generation for Scientific Concepts Using Large Language Models.- Best of CLEF 2024 Labs.- Robustness of Misinformation Classification Systems to Adversarial Examples Through BeamAttack.

- Simplified Longitudinal Retrieval Experiments: A Case Study on Query Rewriting and Document Boosting.- SimpleText Best of Labs in CLEF-2024: Application of Large Language Models for Scientific Text Simplification.- Language-based Mixture of Transformers for Sexism Identification in Social Networks.- Humour Classification According to Genre and Technique by Fine-tuning LLMs.- Condensed Labs Overviews.- Overview of BioASQ 2025: The Thirteenth BioASQ Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering.- Overview of the CLEF-2025 CheckThat! Lab: Subjectivity, Fact-Checking, Claim Normalization, and Retrieva.- Overview of ELOQUENT 2025: Shared Tasks for Evaluating Generative Language Model Quality.

- Overview of eRisk 2025: Early Risk Prediction on the Internet.- Overview of EXIST 2025: Learning with Disagreement for Sexism Identification and Characterization in Tweets, Memes, and TikTok Videos.- Overview of ImageCLEF 2025: Multimedia Retrieval in Medical, Social Media and Content Recommendation Applications.- Overview of the CLEF 2025 JOKER Lab: Humour in Machine.- Overview of LifeCLEF 2025: Challenges on Species Presence Prediction and Identification, and Individual Animal Identification.- LongEval at CLEF 2025: Longitudinal Evaluation of IR Systems on Web and Scientific Data.- Overview of PAN 2025: Voight-Kampff Generative AI Detection, Multilingual Text Detoxification, Multi-Author Writing Style Analysis, and Generative Plagiarism Detection.- Overview of QuantumCLEF 2025: The Second Quantum Computing Challenge for Information Retrieval and Recommender Systems at CLEF.

- Overview of the CLEF 2025 SimpleText Track: Simplify Scientific Texts (and Nothing More).- Overview of the TalentCLEF 2025: Skill and Job Title Intelligence for Human Capital Management.- Overview of Touch´e 2025: Argumentation Systems.