Experimental IR Meets Multilinguality, Multimodality, and Interaction: 16th International Conference of...

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Jorge Carrillo-de-Albornoz Alba García Seco de Herrera

Experimental IR Meets Multilinguality, Multimodality, and Interaction

16th International Conference of the CLEF Association, CLEF 2025, Madrid, Spain, September 9–12,...

Jorge Carrillo-de-Albornoz, Alba García Seco de Herrera, Julio Gonzalo , Laura Plaza

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English

Springer Nature Switzerland AG
01 September 2025

Graphical & digital media applications; Data mining; Information retrieval; Expert & knowledge-based systems; Natural language & machine translation

Series: Lecture Notes in Computer Science

This volume constitutes the proceedings of the 16th International Conference of the CLEF Association on Experimental IR Meets Multilinguality, Multimodality, and Interaction, CLEF 2025, held in Madrid, Spain, during September 9–12, 2025.

The 25 full papers included in this book were carefully reviewed and selected from 33 submissions. They were organized in the following sections: Conference Papers; Best of CLEF 2024 Labs; and Condensed Labs Overviews.

Edited by: Jorge Carrillo-de-Albornoz, Alba García Seco de Herrera, Julio Gonzalo, Laura Plaza, Josiane Mothe
Imprint: Springer Nature Switzerland AG
Country of Publication: Switzerland
Dimensions: Height: 235mm, Width: 155mm,
ISBN: 9783032043535
ISBN 10: 3032043530
Series: Lecture Notes in Computer Science
Pages: 511
Publication Date: 01 September 2025
Audience: General/trade , ELT Advanced
Format: Paperback
Publisher's Status: Active

.- 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.