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Author:   Claudia Hauff ,  Craig Macdonald ,  Dietmar Jannach ,  Gabriella Kazai
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Volume:   15575
ISBN:  

9783031887161

ISBN 10:   3031887166
Pages:   446
Publication Date:   03 April 2025
Audience:   Professional and scholarly ,  College/higher education ,  Professional & Vocational ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
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Table of Contents

.- FAIR-QR : Enhancing Fairness-aware Information Retrieval through Query Refinement. .- CLASP: Contrastive Language-Speech Pretraining for Multilingual Multimodal Information Retrieval. .- ColBERT-serve: Efficient Multi-Stage Memory-Mapped Scoring. .- Are Representation Disentanglement and Interpretability Linked in Recommendation Models? A Critical Review and Reproducibility Study. .- A Reproducibility Study on Consistent LLM Reasoning for Natural Language Inference over Clinical Trials. .- On the Reproducibility of Learned Sparse Retrieval Adaptations for Long Documents. .- Fact vs. Fiction: Are the Reportedly ”Magical” LLM-Based Sequential Recommenders Reproducible?. .- Reproducing HotFlip for Corpus Poisoning Attacks in Dense Retrieval. .- Combining and Evaluating Query Performance Predictors: A Reproducibility Study. .- A Reproducibility Study for Joint Information Retrieval and Recommendation in Product Search. .- Towards Reproducibility of Interactive Retrieval Experiments: Framework and Case Study. .- Revisiting Language Models in Neural News Recommender Systems. .- Multimodal feature extraction for assistive technology: evaluation and dataset. .- Improving novelty and diversity of nearest-neighbors recommendation by exploiting dissimilarities. .- LambdaFair for Fair and Effective Ranking. .- How Child-Friendly is Web Search? An Evaluation of Relevance vs. Harm. .- GASCADE: Grouped Summarization of Adverse Drug Event for Enhanced Cancer Pharmacovigilance. .- Poison-RAG: Adversarial Data Poisoning Attacks on Retrieval- Augmented Generation in Recommender System. .- Tales and Truths: Exploring the Linguistic Journey of 19th Century Literature and Non-Fiction. .- Fair Exposure Allocation Using Generative Query Expansion. .- Enabling Low-Resource Language Retrieval: Establishing Baselines for Urdu MS MARCO. .- Improving Low-Resource Retrieval Effectiveness using Zero-Shot Linguistic Similarity Transfer. .- How to Diversify any Personalized Recommender?. .- Nano-ESG: Extracting Corporate Sustainability Information from News Articles. .- Verifying Cross-modal Entity Consistency in News using Visionlanguage Models. .- Improving Minimax Group Fairness in Sequential Recommendation. .- Call for Research on the Impact of Information Retrieval on Social Norms. .- FlashCheck: Exploration of Efficient Evidence Retrieval for Fast Fact-Checking. .- kANNolo: Sweet and Smooth Approximate k-Nearest Neighbors Search. .- TROPIC – Trustworthiness Rating of Online Publishers through online Interactions Calculation. .- LS-Dashboard: A Tool for Monitoring and Analyzing Data Annotation in Machine Learning Classification Tasks. .- SimplifyMyText: An LLM-Based System for Inclusive Plain Language Text Simplification. .- Sim4Rec: Flexible and Extensible Simulator for Recommender Systems for Large-Scale Data. .- TimIR: Time-Traveling through IR History. .- Prabodhini: Making Large Language Models Inclusive for Low-Text Literate Users.

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