From latent factors to language: a user study on LLM-generated explanations for an inherently interpretable matrix-based recommender system
Fuente:
arXiv
Saved in:
| Main Authors: | Manderlier, Maxime, Lecron, Fabian, Thanh, Olivier Vu, Gillis, Nicolas |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
H-MAPS: Hierarchical Memory-Augmented Proactive Search Assistant for Scientific Literature
by: Nishikawa, Koji, et al.
Published: (2026)
by: Nishikawa, Koji, et al.
Published: (2026)
AllSERP: Exhaustive Per-Element Enrichment of the Versatile AdSERP Dataset
by: Edmonds, K. Andrew
Published: (2026)
by: Edmonds, K. Andrew
Published: (2026)
VOGUE: A Multimodal Dataset for Conversational Recommendation in Fashion
by: Guo, David, et al.
Published: (2025)
by: Guo, David, et al.
Published: (2025)
Mathematical Information Retrieval: Search and Question Answering
by: Zanibbi, Richard, et al.
Published: (2024)
by: Zanibbi, Richard, et al.
Published: (2024)
Evaluating Keyframe Layouts for Visual Known-Item Search in Homogeneous Collections
by: Jäckl, Bastian, et al.
Published: (2025)
by: Jäckl, Bastian, et al.
Published: (2025)
Designing Interfaces for Multimodal Vector Search Applications
by: Elliott, Owen Pendrigh, et al.
Published: (2024)
by: Elliott, Owen Pendrigh, et al.
Published: (2024)
ECHO: An Open Research Platform for Evaluation of Chat, Human Behavior, and Outcomes
by: Liu, Jiqun, et al.
Published: (2026)
by: Liu, Jiqun, et al.
Published: (2026)
Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations
by: Jiang, Yucheng, et al.
Published: (2024)
by: Jiang, Yucheng, et al.
Published: (2024)
Irec: A Metacognitive Scaffolding for Self-Regulated Learning through Just-in-Time Insight Recall: A Conceptual Framework and System Prototype
by: Hou, Xuefei, et al.
Published: (2025)
by: Hou, Xuefei, et al.
Published: (2025)
Evaluating User Experience in Conversational Recommender Systems: A Systematic Review Across Classical and LLM-Powered Approaches
by: Mahmud, Raj, et al.
Published: (2025)
by: Mahmud, Raj, et al.
Published: (2025)
Smart ETL and LLM-based contents classification: the European Smart Tourism Tools Observatory experience
by: Cosme, Diogo, et al.
Published: (2024)
by: Cosme, Diogo, et al.
Published: (2024)
What Is Serendipity? An Interview Study to Conceptualize Experienced Serendipity in Recommender Systems
by: Binst, Brett, et al.
Published: (2025)
by: Binst, Brett, et al.
Published: (2025)
Fit Matters: Format-Distance Alignment Improves Conversational Search
by: Yang, Yitian, et al.
Published: (2026)
by: Yang, Yitian, et al.
Published: (2026)
DroidRetriever: A Transparent and Steerable Automation System for Collaborative Mobile Information Seeking
by: Bian, Yiheng, et al.
Published: (2025)
by: Bian, Yiheng, et al.
Published: (2025)
Personalised Travel Recommendation based on Location Co-occurrence
by: Clements, Maarten, et al.
Published: (2011)
by: Clements, Maarten, et al.
Published: (2011)
Introducing Axlerod: An LLM-based Chatbot for Assisting Independent Insurance Agents
by: Bradley, Adam, et al.
Published: (2025)
by: Bradley, Adam, et al.
Published: (2025)
Optimizing open-domain question answering with graph-based retrieval augmented generation
by: Cahoon, Joyce, et al.
Published: (2025)
by: Cahoon, Joyce, et al.
Published: (2025)
CAL-RAG: Retrieval-Augmented Multi-Agent Generation for Content-Aware Layout Design
by: Forouzandehmehr, Najmeh, et al.
Published: (2025)
by: Forouzandehmehr, Najmeh, et al.
Published: (2025)
Space efficient implementation of hypergraph dualization in the D-basis algorithm
by: Homan, Skylar, et al.
Published: (2025)
by: Homan, Skylar, et al.
Published: (2025)
Beyond Similarity Search: A Unified Data Layer for Production RAG Systems
by: Budigi, Venkata Krishna Prasanth, et al.
Published: (2026)
by: Budigi, Venkata Krishna Prasanth, et al.
Published: (2026)
Toward Open Earth Science as Fast and Accessible as Natural Language
by: Ellis, Marquita, et al.
Published: (2025)
by: Ellis, Marquita, et al.
Published: (2025)
Whom do Explanations Serve? A Systematic Literature Survey of User Characteristics in Explainable Recommender Systems Evaluation
by: Wardatzky, Kathrin, et al.
Published: (2024)
by: Wardatzky, Kathrin, et al.
Published: (2024)
Behavior-Aware Dual-Channel Preference Learning for Heterogeneous Sequential Recommendation
by: Xiao, Jing, et al.
Published: (2026)
by: Xiao, Jing, et al.
Published: (2026)
Diversification as Risk Minimization
by: Takehi, Rikiya, et al.
Published: (2025)
by: Takehi, Rikiya, et al.
Published: (2025)
From Citation Selection to Citation Absorption: A Measurement Framework for Generative Engine Optimization Across AI Search Platforms
by: Kai, Zhang, et al.
Published: (2026)
by: Kai, Zhang, et al.
Published: (2026)
Exact Trajectory Similarity Search With N-tree: An Efficient Metric Index for kNN and Range Queries
by: Güting, Ralf Hartmut, et al.
Published: (2024)
by: Güting, Ralf Hartmut, et al.
Published: (2024)
BatchBench: Toward a Workload-Aware Benchmark for Autoscaling Policies in Big Data Batch Processing -- A Proposed Framework
by: Budigi, Venkata Krishna Prasanth, et al.
Published: (2026)
by: Budigi, Venkata Krishna Prasanth, et al.
Published: (2026)
Exploring a Virtual Pet to Provide Context Notifications in a Tourism Recommender System: a Pilot Study
by: Alves, Patrícia, et al.
Published: (2026)
by: Alves, Patrícia, et al.
Published: (2026)
Siren Federate: Bridging document, relational, and graph models for exploratory graph analysis
by: Bordea, Georgeta, et al.
Published: (2025)
by: Bordea, Georgeta, et al.
Published: (2025)
RubricRAG: Towards Interpretable and Reliable LLM Evaluation via Domain Knowledge Retrieval for Rubric Generation
by: Dhole, Kaustubh D., et al.
Published: (2026)
by: Dhole, Kaustubh D., et al.
Published: (2026)
MasterSet: A Large-Scale Benchmark for Must-Cite Citation Recommendation in the AI/ML Literature
by: Ratul, Md Toyaha Rahman, et al.
Published: (2026)
by: Ratul, Md Toyaha Rahman, et al.
Published: (2026)
BridgeRAG: Training-Free Bridge-Conditioned Retrieval for Multi-Hop Question Answering
by: Bacellar, Andre
Published: (2026)
by: Bacellar, Andre
Published: (2026)
Train Once, Use Flexibly: A Modular Framework for Multi-Aspect Neural News Recommendation
by: Iana, Andreea, et al.
Published: (2023)
by: Iana, Andreea, et al.
Published: (2023)
Session Context Embedding for Intent Understanding in Product Search
by: Mehrdad, Navid, et al.
Published: (2024)
by: Mehrdad, Navid, et al.
Published: (2024)
Scaling Multilingual Semantic Search in Uber Eats Delivery
by: Ling, Bo, et al.
Published: (2026)
by: Ling, Bo, et al.
Published: (2026)
Does UMBRELA Work on Other LLMs?
by: Farzi, Naghmeh, et al.
Published: (2025)
by: Farzi, Naghmeh, et al.
Published: (2025)
LENS: A Staged Design for Interaction Granularityin Sequential CTR Prediction
by: Wang, Yuan, et al.
Published: (2026)
by: Wang, Yuan, et al.
Published: (2026)
Beyond the Flat Sequence: Hierarchical and Preference-Aware Generative Recommendations
by: Chen, Zerui, et al.
Published: (2026)
by: Chen, Zerui, et al.
Published: (2026)
Algorithmic Trust and Compliance: Benchmarking Brand Notability for UK iGaming Entities in Generative Search Engines
by: Oruesagasti, Julen
Published: (2026)
by: Oruesagasti, Julen
Published: (2026)
Criteria-Based LLM Relevance Judgments
by: Farzi, Naghmeh, et al.
Published: (2025)
by: Farzi, Naghmeh, et al.
Published: (2025)
Similar Items
-
H-MAPS: Hierarchical Memory-Augmented Proactive Search Assistant for Scientific Literature
by: Nishikawa, Koji, et al.
Published: (2026) -
AllSERP: Exhaustive Per-Element Enrichment of the Versatile AdSERP Dataset
by: Edmonds, K. Andrew
Published: (2026) -
VOGUE: A Multimodal Dataset for Conversational Recommendation in Fashion
by: Guo, David, et al.
Published: (2025) -
Mathematical Information Retrieval: Search and Question Answering
by: Zanibbi, Richard, et al.
Published: (2024) -
Evaluating Keyframe Layouts for Visual Known-Item Search in Homogeneous Collections
by: Jäckl, Bastian, et al.
Published: (2025)