Buch, Englisch, 500 Seiten, Format (B × H): 155 mm x 235 mm
17th International Conference of the CLEF Association, CLEF 2026, Jena, Germany, September 21–24, 2026, Proceedings
Buch, Englisch, 500 Seiten, Format (B × H): 155 mm x 235 mm
Reihe: Lecture Notes in Computer Science
ISBN: 978-3-032-39149-0
Verlag: Springer
This volume constitutes the proceedings of the 17th International Conference of the CLEF Association on Experimental IR Meets Multilinguality, Multimodality, and Interaction, CLEF 2026, held in Jena, Germany, during September 2026.
The proceedings contain 11 full and 3 short conference papers accepted from 27 submissions. Furthermore, 6 best of CLEF 2025 Labs' papers, 1 Past, Present, Future paper and 16 Lab overview papers are presented. The CLEF conference and labs of the evaluation forum deal with topics in information access from different perspectives, in any modality and language, focusing on experimental information retrieval (IR).
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
- Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Warehouse
- Mathematik | Informatik EDV | Informatik Professionelle Anwendung
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Maschinelles Lernen
- Mathematik | Informatik EDV | Informatik Daten / Datenbanken Data Mining
- Mathematik | Informatik EDV | Informatik Informatik Natürliche Sprachen & Maschinelle Übersetzung
- Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz Wissensbasierte Systeme, Expertensysteme
- Mathematik | Informatik EDV | Informatik Daten / Datenbanken Information Retrieval
Weitere Infos & Material
.- Conference Papers.
.- Do Physiological Signals Improve Both Generalization and Personal Perception of Sexism in Memes?.
.- Model Comparison for Kazakh Semantic Reuse Detection Across Pairwise, News, and Long-Document Evaluation.
.- Generative AI-based Uncertainty-aware IR Evaluation with Distributional Evaluation.
.- KangarooBench: A Native German Benchmark for Evaluating the Modality Gap in Visual Mathematics.
.- Privacy-Preserving NLP for a Low-Resource Language: Benchmarking LLM-Based Personally Identifiable Information Anonymization in Slovene.
.- Named Entity Masking for De-Biasing Text Classification: Experiments with German Datasets.
.- Contrastive Learning for Authorship Verification.
.- Scope Matters: A Hallucination-Aware Evaluation of Retrieval Strategies for Multilingual RAG.
.- A Controlled Study of Evidence Quality in LLM-Based Numerical Claim Verification.
.- A corpus for evaluating neutrality in political biographies on Wikipedia: NeutralWikiPol-fr.
.- Are Lexical Bindings Important for SPLADE?.
.- Evaluating Pre-Training Objectives for TITE.
.- Query Understanding with Large Language Models.
.- Category-Conditioned Persona Retrieval for Multi-Session Dialogue: A Method and a Gold-Annotation-Compatible Retrieval Metric.
.- Best of CLEF 2025 Labs.
.- Trusting Gut Instincts: A Fine-Grained Error Analysis of Transformer-Based Structured Data Extraction from Gut-Brain Axis Publications.
.- Lexical Simplification for Scientific Texts: Revisiting SARI in the Era of Modern LLMs
.- DS@GT ARC at LongEval: Evaluating Temporal Performance in Web Search Systems and Topics with Two-Stage Retrieval.
.- DS@GT ARC at Touch´e: Large Language Models for Retrieval Augmented Debate.
.- Scientific Claim–Source Retrieval Revisited: A Comparative Study of Style Transfer and Re-Ranking.
.- Pun Intended: Multi-Agent Translation of Wordplay with Contrastive Learning and Phonetic-Semantic Embeddings.
.- Past, Present, Future.
.- ReTARgeting CLEF eHealth: From Historical TAR Benchmarks to Reusable Evaluation Resources.
.- Condensed Lab Overviews.
.- Overview of BioASQ 2026: The fourteenth BioASQ Challenge on Large-Scale Biomedical Semantic Indexing and Question Answering.
.- Overview of CheckThat! 2026: Advancing Multilingual Fact-Checking.
.- Overview of ELOQUENT 2026: shared tasks for evaluating generative language model quality.
.- Overview of eRisk 2026 Early Risk Prediction on the Internet: Symptom Ranking and Conversational Approaches for Depression and ADHD.
.- Overview of EXIST 2026: Physiological Data for Multimodal Sexism Characterization in Social Media.
.- Overview of FinMMEval 2026: Multilingual and Multimodal Financial Evaluation.
.- Overview of CLEF HIPE-2026: Evaluating Accurate and Efficient Person–Place Relation Extraction from Multilingual Historical Texts.
.- Overview of ImageCLEF 2026: Multimodal Challenges in Medicine, Science, Agritech, and Security.
.- Overview of the CLEF 2026 JOKER Track: Humor Detection, Search, and Translation.
.- Overview of LifeCLEF 2026: AI Challenges for Biodiversity Understanding and Ecosystem Management.
.- Overview of the CLEF 2026 LongEval Lab on Longitudinal Evaluation of Model Performance.
.- Overview of PAN 2026: Voight-Kampff Generative AI Detection, Text Watermarking, Multi-Author Writing Style Analysis, Generative Plagiarism Detection, and Reasoning Trajectory Detection.
.- Overview of QuantumCLEF 2026: The Third Quantum Computing Challenge for Information Retrieval and Recommender Systems at CLEF.
.- Overview of the CLEF 2026 SimpleText Track: Simplify Scientific Text (and Nothing More).
.- Overview of the TalentCLEF 2026: Skill and Job Title Intelligence for Human Capital Management.
.- Overview of Touch´e 2026– Argumentation Systems.
