Image de couverture de livre

RecNextEval: A Reference Implementation for Temporal Next-Batch Recommendation Evaluation

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Ng, Tze-Kean, Khoo, Joshua Teng-Khing, Sun, Aixin
Format:	Preprint
Publié:	2026
Sujets:	Information Retrieval
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

A Task-Centric Perspective on Recommendation Systems
par: Sun, Aixin
Publié: (2025)

Beyond Collaborative Filtering: A Relook at Task Formulation in Recommender Systems
par: Sun, Aixin
Publié: (2024)

SessionRec: Next Session Prediction Paradigm For Generative Sequential Recommendation
par: Huang, Lei, et autres
Publié: (2025)

RecBundle: A Next-Generation Geometric Paradigm for Explainable Recommender Systems
par: Wang, Hui, et autres
Publié: (2026)

A Survey of Real-World Recommender Systems: Challenges, Constraints, and Industrial Perspectives
par: Zou, Kuan, et autres
Publié: (2025)

RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems
par: Lian, Jianxun, et autres
Publié: (2024)

RecRankerEval: A Flexible and Extensible Framework for Top-k LLM-based Recommendation
par: Meng, Zeyuan, et autres
Publié: (2025)

Generative Recommendation: Towards Next-generation Recommender Paradigm
par: Wang, Wenjie, et autres
Publié: (2023)

Knowledge Graph Tokenization for Behavior-Aware Generative Next POI Recommendation
par: Sun, Ke, et autres
Publié: (2025)

Context-Adaptive Graph Neural Networks for Next POI Recommendation
par: Lei, Yu, et autres
Publié: (2025)

PixRec: Leveraging Visual Context for Next-Item Prediction in Sequential Recommendation
par: Chakrabarty, Sayak, et autres
Publié: (2026)

Next-User Retrieval: Enhancing Cold-Start Recommendations via Generative Next-User Modeling
par: Lan, Yu-Ting, et autres
Publié: (2025)

Recommender for Its Purpose: Repeat and Exploration in Food Delivery Recommendations
par: Li, Jiayu, et autres
Publié: (2024)

Generative Next POI Recommendation with Semantic ID
par: Wang, Dongsheng, et autres
Publié: (2025)

KG4RecEval: Does Knowledge Graph Really Matter for Recommender Systems?
par: Zhang, Haonan, et autres
Publié: (2024)

Not All Videos Become Outdated: Short-Video Recommendation by Learning to Deconfound Release Interval Bias
par: Dong, Lulu, et autres
Publié: (2024)

Markovian Pre-Trained Transformer for Next-Item Recommendation
par: Xu, Cong, et autres
Publié: (2026)

Multi-Interest Recommendation: A Survey
par: Li, Zihao, et autres
Publié: (2025)

NineRec: A Benchmark Dataset Suite for Evaluating Transferable Recommendation
par: Zhang, Jiaqi, et autres
Publié: (2023)

A Multi-Channel Next POI Recommendation Framework with Multi-Granularity Check-in Signals
par: Sun, Zhu, et autres
Publié: (2022)

Where to Move Next: Zero-shot Generalization of LLMs for Next POI Recommendation
par: Feng, Shanshan, et autres
Publié: (2024)

A Universal Sets-level Optimization Framework for Next Set Recommendation
par: Liu, Yuli, et autres
Publié: (2024)

Efficient Model-Agnostic Continual Learning for Next POI Recommendation
par: Wang, Chenhao, et autres
Publié: (2025)

DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation
par: Sun, Zhu, et autres
Publié: (2022)

RecLM: Recommendation Instruction Tuning
par: Jiang, Yangqin, et autres
Publié: (2024)

TransTARec: Time-Adaptive Translating Embedding Model for Next POI Recommendation
par: Sun, Yiping
Publié: (2024)

Time-Interval-Aware Disentangled Expert Modeling for Next-Basket Recommendation
par: Deng, Zhiying, et autres
Publié: (2026)

[RE] Modeling Personalized Item Frequency Information for Next-basket Recommendation
par: Garcarz, Sławomir, et autres
Publié: (2024)

Basket-Enhanced Heterogenous Hypergraph for Price-Sensitive Next Basket Recommendation
par: Zhou, Yuening, et autres
Publié: (2024)

Does Multimodality Improve Recommender Systems as Expected? A Critical Analysis and Future Directions
par: Zhou, Hongyu, et autres
Publié: (2025)

RecGPT: A Foundation Model for Sequential Recommendation
par: Jiang, Yangqin, et autres
Publié: (2025)

TOOL4POI: A Tool-Augmented LLM Framework for Next POI Recommendation
par: Wang, Dongsheng, et autres
Publié: (2025)

MERGE: Next-Generation Item Indexing Paradigm for Large-Scale Streaming Recommendation
par: Yan, Jing, et autres
Publié: (2026)

Are We Really Achieving Better Beyond-Accuracy Performance in Next Basket Recommendation?
par: Li, Ming, et autres
Publié: (2024)

Diffusion-Based Cloud-Edge-Device Collaborative Learning for Next POI Recommendations
par: Long, Jing, et autres
Publié: (2024)

Repeat-bias-aware Optimization of Beyond-accuracy Metrics for Next Basket Recommendation
par: Liu, Yuanna, et autres
Publié: (2025)

Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark
par: Li, Xiaopeng, et autres
Publié: (2024)

Hesitation and Tolerance in Recommender Systems
par: Zou, Kuan, et autres
Publié: (2024)

AsarRec: Adaptive Sequential Augmentation for Robust Self-supervised Sequential Recommendation
par: Zhang, Kaike, et autres
Publié: (2025)

RecFlow: An Industrial Full Flow Recommendation Dataset
par: Liu, Qi, et autres
Publié: (2024)