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Author:   Zihan Wang ,  Jinyuan Fang ,  Giacomo Frisoni ,  Zhuyun Dai
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
ISBN:  

9783032028983

ISBN 10:   3032028981
Pages:   151
Publication Date:   18 October 2025
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
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Table of Contents

._Advances in Knowledge-Enhanced Retrieval Models. ._Reconstructing Context: Evaluating Advanced Chunking Strategies for Retrieval-Augmented Generation. ._Going Beyond Encoders: Leveraging Decoder Architectures for Learned Sparse Retrieval. ._Enhancing Representation Learning for Content-Based Information Retrieval: A Knowledge-Enhanced Geometric Approach. ._Applications of Knowledge-Enhanced IR. ._OntologyRAG: Better and Faster Biomedical Code Mapping with Retrieval-Augmented Generation (RAG) Leveraging Ontology Knowledge Graphs and Large Language Models. ._I Know About “Up”! Enhancing Spatial Reasoning in Visual Language Models Through 3D Knowledge Reconstruction. ._BladeLoRA: An Enhanced LoRA Method with Adaptive Rank Selection and Pruning for Efficient Fine-Tuning. ._Evaluating Knowledge Graph Sources for Non-Personalized Financial Asset Recommendation: 10K Reports vs. Wikidata.

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