Concepedia

Term Dependencies

Term Dependencies is a probabilistic retrieval construct that captures the statistical interrelationships between terms in a document or query, distinguishing itself from independent term models by explicitly modeling the conditional probabilities of term co-occurrence to improve retrieval accuracy.

403

Publications

31.5K

Citations

1.3K

Authors

454

Institutions

Publications per year

2017–2026

279

Parents

Publications

403

Language Modeling with Gated Convolutional Networks

Yann Dauphin, Angela Fan, Michael Auli et al. · arXiv (Cornell University) · 2016 · 1.1K citations · Full text

, , +13

Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN

Shuai Li, Wanqing Li, Chris Cook et al. · 2018 · 910 citations

, , +11

Language modeling with gated convolutional networks

Yann Dauphin, Angela Fan, Michael Auli et al. · International Conference on Machine Learning · 2017 · 884 citations

, , +13

A Markov random field model for term dependencies

Donald Metzler, W. Bruce Croft · 2005 · 849 citations

, , +16

Long Short-Term Memory Network for Remaining Useful Life estimation

Shuai Zheng, Kosta Ristovski, Ahmed Farahat et al. · 2017 · 829 citations

, , +16

1–5 of 403

Authors

1.3K

  1. YB
    Yoshua Bengio

    Université de Montréal, Canada

    17 publications · 1.6K citations

    14

    h-index

  2. WB
    W. Bruce Croft

    University of Massachusetts Amherst, United States

    11 publications · 1.6K citations

    11

    h-index

  3. JN
    Jian‐Yun Nie

    Université de Montréal, Canada

    9 publications · 697 citations

    9

    h-index

  4. NR
    Nan Rosemary Ke

    Université de Montréal, Canada

    5 publications · 158 citations

    5

    h-index

  5. GC
    Guihong Cao

    Université de Montréal, Canada

    5 publications · 495 citations

    5

    h-index

1–5 of 1.3K

Institutions

454

  1. Université de Montréal

    Montreal, Canada

    15 h-index

    49 publications

    4.2K citations

  2. University of Massachusetts Amherst

    Amherst Center, United States

    11 h-index

    23 publications

    2.9K citations

  3. Chinese Academy of Sciences

    Beijing, China

    9 h-index

    22 publications

    1.2K citations

  4. Tencent (China)

    Shenzhen, China

    8 h-index

    18 publications

    817 citations

  5. Zhejiang University

    Hangzhou, China

    7 h-index

    21 publications

    1.9K citations

  6. Meta (Israel)

    Tel Aviv, Israel

    6 h-index

    20 publications

    8.6K citations

  7. University of Chinese Academy of Sciences

    Beijing, China

    6 h-index

    15 publications

    819 citations

  8. Microsoft (United States)

    Redmond, United States

    6 h-index

    13 publications

    323 citations

1–8 of 454

Venues

  1. arXiv (Cornell University)

    Repository · 68 publications · 4.7K citations

    30

    h-index

  2. IEEE Access

    7 publications · 1K citations

    7

    h-index

  3. Applied Sciences

    4 publications · 801 citations

    4

    h-index

  4. Scientific Reports

    4 publications · 270 citations

    4

    h-index

  5. Neurocomputing

    4 publications · 141 citations

    4

    h-index

1–5