Enriching Semantic Profiles into Knowledge Graph for Recommender Systems Using Large Language Models
Fuente:
arXiv
Guardado en:
| Autores principales: | Ahn, Seokho, Shin, Sungbok, Seo, Young-Duk |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems
por: Jeon, Minhye, et al.
Publicado: (2024)
por: Jeon, Minhye, et al.
Publicado: (2024)
AI Enhanced Ontology Driven NLP for Intelligent Cloud Resource Query Processing Using Knowledge Graphs
por: Sunkara, Krishna Chaitanya, et al.
Publicado: (2025)
por: Sunkara, Krishna Chaitanya, et al.
Publicado: (2025)
Action-Aware Generative Sequence Modeling for Short Video Recommendation
por: Li, Wenhao, et al.
Publicado: (2026)
por: Li, Wenhao, et al.
Publicado: (2026)
MCLMR: A Model-Agnostic Causal Learning Framework for Multi-Behavior Recommendation
por: Zhang, Ranxu, et al.
Publicado: (2026)
por: Zhang, Ranxu, et al.
Publicado: (2026)
RecKG: Knowledge Graph for Recommender Systems
por: Kwon, Junhyuk, et al.
Publicado: (2025)
por: Kwon, Junhyuk, et al.
Publicado: (2025)
Effective Diversification of Multi-Carousel Book Recommendation
por: Wilten, Daniël, et al.
Publicado: (2025)
por: Wilten, Daniël, et al.
Publicado: (2025)
CogRec: A Cognitive Recommender Agent Fusing Large Language Models and Soar for Explainable Recommendation
por: Hu, Jiaxin, et al.
Publicado: (2025)
por: Hu, Jiaxin, et al.
Publicado: (2025)
MM-Forecast: A Multimodal Approach to Temporal Event Forecasting with Large Language Models
por: Li, Haoxuan, et al.
Publicado: (2024)
por: Li, Haoxuan, et al.
Publicado: (2024)
Modeling Stage-wise Evolution of User Interests for News Recommendation
por: Cheng, Zhiyong, et al.
Publicado: (2026)
por: Cheng, Zhiyong, et al.
Publicado: (2026)
Understanding Before Recommendation: Semantic Aspect-Aware Review Exploitation via Large Language Models
por: Liu, Fan, et al.
Publicado: (2023)
por: Liu, Fan, et al.
Publicado: (2023)
Text-like Encoding of Collaborative Information in Large Language Models for Recommendation
por: Zhang, Yang, et al.
Publicado: (2024)
por: Zhang, Yang, et al.
Publicado: (2024)
Deep Interest Mining for Intent-Enriched Semantic IDs in Multimodal Generative Recommendation
por: Zeng, Yangchen, et al.
Publicado: (2026)
por: Zeng, Yangchen, et al.
Publicado: (2026)
PyTerrier-GenRank: The PyTerrier Plugin for Reranking with Large Language Models
por: Dhole, Kaustubh D.
Publicado: (2024)
por: Dhole, Kaustubh D.
Publicado: (2024)
Pre-trained LLMs Meet Sequential Recommenders: Efficient User-Centric Knowledge Distillation
por: Severin, Nikita, et al.
Publicado: (2026)
por: Severin, Nikita, et al.
Publicado: (2026)
Diagnosing LLM-based Rerankers in Cold-Start Recommender Systems: Coverage, Exposure and Practical Mitigations
por: Lemdiasova, Ekaterina, et al.
Publicado: (2026)
por: Lemdiasova, Ekaterina, et al.
Publicado: (2026)
Graph Reasoning for Explainable Cold Start Recommendation
por: Frej, Jibril, et al.
Publicado: (2024)
por: Frej, Jibril, et al.
Publicado: (2024)
Best in Tau@LLMJudge: Criteria-Based Relevance Evaluation with Llama3
por: Farzi, Naghmeh, et al.
Publicado: (2024)
por: Farzi, Naghmeh, et al.
Publicado: (2024)
Large Language Models for Relevance Judgment in Product Search
por: Mehrdad, Navid, et al.
Publicado: (2024)
por: Mehrdad, Navid, et al.
Publicado: (2024)
ESANS: Effective and Semantic-Aware Negative Sampling for Large-Scale Retrieval Systems
por: Xing, Haibo, et al.
Publicado: (2025)
por: Xing, Haibo, et al.
Publicado: (2025)
ReCast: Recasting Learning Signals for Reinforcement Learning in Generative Recommendation
por: Zhang, Peiyan, et al.
Publicado: (2026)
por: Zhang, Peiyan, et al.
Publicado: (2026)
LiRank: Industrial Large Scale Ranking Models at LinkedIn
por: Borisyuk, Fedor, et al.
Publicado: (2024)
por: Borisyuk, Fedor, et al.
Publicado: (2024)
Evaluating the Effectiveness of Large Language Models in Automated News Article Summarization
por: Houamegni, Lionel Richy Panlap, et al.
Publicado: (2025)
por: Houamegni, Lionel Richy Panlap, et al.
Publicado: (2025)
Scientific and Technological Information Oriented Semantics-adversarial and Media-adversarial Cross-media Retrieval
por: Li, Ang, et al.
Publicado: (2022)
por: Li, Ang, et al.
Publicado: (2022)
STEP: Stepwise Curriculum Learning for Context-Knowledge Fusion in Conversational Recommendation
por: Yang, Zhenye, et al.
Publicado: (2025)
por: Yang, Zhenye, et al.
Publicado: (2025)
A Systematic Framework for Enterprise Knowledge Retrieval: Leveraging LLM-Generated Metadata to Enhance RAG Systems
por: Mishra, Pranav Pushkar, et al.
Publicado: (2025)
por: Mishra, Pranav Pushkar, et al.
Publicado: (2025)
D4R -- Exploring and Querying Relational Graphs Using Natural Language and Large Language Models -- the Case of Historical Documents
por: Boeglin, Michel, et al.
Publicado: (2025)
por: Boeglin, Michel, et al.
Publicado: (2025)
The Layout Is the Model: On Action-Item Coupling in Generative Recommendation
por: Wei, Xiaokai, et al.
Publicado: (2025)
por: Wei, Xiaokai, et al.
Publicado: (2025)
MIND Your Language: A Multilingual Dataset for Cross-lingual News Recommendation
por: Iana, Andreea, et al.
Publicado: (2024)
por: Iana, Andreea, et al.
Publicado: (2024)
Formalized Information Needs Improve Large-Language-Model Relevance Judgments
por: Keller, Jüri, et al.
Publicado: (2026)
por: Keller, Jüri, et al.
Publicado: (2026)
PUB: An LLM-Enhanced Personality-Driven User Behaviour Simulator for Recommender System Evaluation
por: Ma, Chenglong, et al.
Publicado: (2025)
por: Ma, Chenglong, et al.
Publicado: (2025)
GTR-Mamba: Geometry-to-Tangent Routing Mamba for Hyperbolic POI Recommendation
por: Li, Zhuoxuan, et al.
Publicado: (2025)
por: Li, Zhuoxuan, et al.
Publicado: (2025)
Peeling Back the Layers: An In-Depth Evaluation of Encoder Architectures in Neural News Recommenders
por: Iana, Andreea, et al.
Publicado: (2024)
por: Iana, Andreea, et al.
Publicado: (2024)
Ranked List Truncation for Large Language Model-based Re-Ranking
por: Meng, Chuan, et al.
Publicado: (2024)
por: Meng, Chuan, et al.
Publicado: (2024)
CreAgent: Towards Long-Term Evaluation of Recommender System under Platform-Creator Information Asymmetry
por: Ye, Xiaopeng, et al.
Publicado: (2025)
por: Ye, Xiaopeng, et al.
Publicado: (2025)
Query Performance Prediction using Relevance Judgments Generated by Large Language Models
por: Meng, Chuan, et al.
Publicado: (2024)
por: Meng, Chuan, et al.
Publicado: (2024)
FIM: Frequency-Aware Multi-View Interest Modeling for Local-Life Service Recommendation
por: Wang, Guoquan, et al.
Publicado: (2025)
por: Wang, Guoquan, et al.
Publicado: (2025)
Multi-stage Large Language Model Pipelines Can Outperform GPT-4o in Relevance Assessment
por: Schnabel, Julian A., et al.
Publicado: (2025)
por: Schnabel, Julian A., et al.
Publicado: (2025)
Improving the Performance of Sequential Recommendation Systems with an Extended Large Language Model
por: Choi, Sinnyum, et al.
Publicado: (2025)
por: Choi, Sinnyum, et al.
Publicado: (2025)
Hyena Operator for Fast Sequential Recommendation
por: Liu, Jiahao, et al.
Publicado: (2026)
por: Liu, Jiahao, et al.
Publicado: (2026)
Generating Query Recommendations via LLMs
por: Bacciu, Andrea, et al.
Publicado: (2024)
por: Bacciu, Andrea, et al.
Publicado: (2024)
Ejemplares similares
-
Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems
por: Jeon, Minhye, et al.
Publicado: (2024) -
AI Enhanced Ontology Driven NLP for Intelligent Cloud Resource Query Processing Using Knowledge Graphs
por: Sunkara, Krishna Chaitanya, et al.
Publicado: (2025) -
Action-Aware Generative Sequence Modeling for Short Video Recommendation
por: Li, Wenhao, et al.
Publicado: (2026) -
MCLMR: A Model-Agnostic Causal Learning Framework for Multi-Behavior Recommendation
por: Zhang, Ranxu, et al.
Publicado: (2026) -
RecKG: Knowledge Graph for Recommender Systems
por: Kwon, Junhyuk, et al.
Publicado: (2025)