Concepedia

Listwise Ranking Models

Listwise Ranking Models is a type of learning-to-rank framework that treats ranking as a holistic optimization problem by directly modeling the permutation of an entire document list with respect to a query, thereby distinguishing itself from pointwise and pairwise approaches through its global consideration of list-level structure and relevance dependencies.

38

Publications

6.2K

Citations

128

Authors

50

Institutions

Publications per year

2017–2026

13

Variants

Listwise Learning-to-rank Models

Parents

Publications

38

Learning to rank for information retrieval

Tie‐Yan Liu · 2010 · 2K citations

, , +13

Learning to Rank for Information Retrieval

Tie‐Yan Liu · Foundations and Trends® in Information Retrieval · 2009 · 1.5K citations

, , +13

Waterloo Exploration Database: New Challenges for Image Quality Assessment Models

Kede Ma, Zhengfang Duanmu, Qingbo Wu et al. · IEEE Transactions on Image Processing · 2016 · 765 citations

, , +15

Listwise approach to learning to rank

Fen Xia, Tie‐Yan Liu, Jue Wang et al. · 2008 · 701 citations

, , +13

Learning a Deep Listwise Context Model for Ranking Refinement

2018 · 131 citations · Full text

, , +13

1–5 of 38

Authors

128

  1. TL
    Tie‐Yan Liu

    Microsoft Research Asia (China), China

    5 publications · 4.3K citations

    5

    h-index

  2. YL
    Yanyan Lan

    Chinese Academy of Sciences, China

    4 publications · 151 citations

    4

    h-index

  3. SN
    Shuzi Niu

    Chinese Academy of Sciences, China

    3 publications · 95 citations

    3

    h-index

  4. JG
    Jiafeng Guo

    Chinese Academy of Sciences, China

    3 publications · 95 citations

    3

    h-index

  5. XC
    Xueqi Cheng

    Chinese Academy of Sciences, China

    3 publications · 95 citations

    3

    h-index

1–5 of 128

Institutions

50

  1. Chinese Academy of Sciences

    Beijing, China

    9 h-index

    29 publications

    2.9K citations

  2. Microsoft Research Asia (China)

    Beijing, China

    5 h-index

    8 publications

    4.4K citations

  3. Zhejiang University

    Hangzhou, China

    3 h-index

    19 publications

    643 citations

  4. Institute of Computing Technology

    Beijing, China

    3 h-index

    12 publications

    387 citations

  5. Yahoo (United States)

    Sunnyvale, United States

    2 h-index

    5 publications

    221 citations

  6. University of Massachusetts Amherst

    Amherst Center, United States

    2 h-index

    6 publications

    435 citations

  7. South China University of Technology

    Guangzhou, China

    2 h-index

    4 publications

    73 citations

  8. Microsoft (United States)

    Redmond, United States

    2 h-index

    3 publications

    813 citations

1–8 of 50

Venues

  1. arXiv (Cornell University)

    Repository · 2 publications · 46 citations

    2

    h-index

  2. IEEE Transactions on Image Processing

    2 publications · 802 citations

    2

    h-index

  3. IEEE Access

    1 publications · 20 citations

    1

    h-index

  4. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 1 publications · 17 citations

    1

    h-index

  5. Journal of Computational Science

    1 publications · 14 citations

    1

    h-index

1–5