Concepedia

Zero-shot Recommendation

Zero-Shot Recommendation is a recommendation paradigm that enables the prediction of user preferences for items or domains without any prior interaction data by leveraging semantic embeddings and cross-modal transfer from auxiliary information.

17

Publications

865

Citations

78

Authors

30

Institutions

Publications per year

2017–2026

16

Variants

Zero-shot Recommender Systems

Parents

Publications

17

From Zero-Shot Learning to Cold-Start Recommendation

Jingjing Li, Mengmeng Jing, Ke Lü et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 153 citations · Full text

, , +13

Large Language Models as Zero-Shot Conversational Recommenders

Zhankui He, Zhouhang Xie, Rahul Jha et al. · 2023 · 118 citations · Full text

, , +12

Large Language Models are Competitive Near Cold-start Recommenders for Language- and Item-based Preferences

Scott Sanner, Krisztian Balog, Filip Radlinski et al. · 2023 · 112 citations · Full text

, , +13

Chat-REC: Towards Interactive and Explainable LLMs-Augmented Recommender System

Yunfan Gao, Tao Sheng, You-Lin Xiang et al. · arXiv (Cornell University) · 2023 · 66 citations · Full text

, , +16

The AI‐IP: Minimizing the guesswork of personality scale item development through artificial intelligence

Ivan Hernandez, Weiwen Nie · Personnel Psychology · 2022 · 61 citations · Full text

, , +17

1–5 of 17

Authors

78

  1. RX
    Ruobing Xie

    Tencent (China), China

    2 publications · 68 citations

    2

    h-index

  2. JM
    Julian McAuley

    University of California San Diego, United States

    2 publications · 141 citations

    2

    h-index

  3. EL
    Ee‐Peng Lim

    Singapore Management University, Singapore

    2 publications · 53 citations

    2

    h-index

  4. SS
    Scott Sanner

    University of Toronto, Canada

    1 publications · 112 citations

    1

    h-index

  5. RJ
    Rahul Jha

    Cornell University, United States

    1 publications · 118 citations

    1

    h-index

1–5 of 78

Institutions

30

  1. Cornell University

    Ithaca, United States

    1 h-index

    1 publications

    118 citations

  2. Singapore Management University

    Singapore, Singapore

    1 h-index

    5 publications

    155 citations

  3. Beihang University

    Beijing, China

    1 h-index

    1 publications

    45 citations

  4. Hanyang University

    Seoul, South Korea

    1 h-index

    3 publications

    162 citations

  5. Virginia Tech

    Blacksburg, United States

    1 h-index

    1 publications

    61 citations

  6. Guangdong University of Technology

    Guangzhou, China

    1 h-index

    1 publications

    19 citations

  7. TCL (China)

    Huizhou, China

    1 h-index

    1 publications

    19 citations

  8. Tianjin University

    Tianjin, China

    1 h-index

    4 publications

    140 citations

1–8 of 30

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 167 citations

    6

    h-index

  2. IEEE Transactions on Visualization and Computer Graphics

    TVCG · 1 publications · 35 citations

    1

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 153 citations

    1

    h-index

  4. ACM Transactions on Recommender Systems

    1 publications · 31 citations

    1

    h-index

  5. IEEE Transactions on Services Computing

    1 publications · 19 citations

    1

    h-index

1–5