Concepedia

Sequence Modeling

Sequence Modeling is a computational framework within the broader class of predictive modeling techniques that uniquely captures temporal or sequential dependencies in ordered data by leveraging the dynamic relationships between elements in a sequence.

460

Publications

42.2K

Citations

1.6K

Authors

515

Institutions

Publications per year

2017–2026

313

Parents

Publications

460

An Empirical Evaluation of Generic Convolutional and Recurrent Networks for Sequence Modeling

Shaojie Bai, J. Zico Kolter, Vladlen Koltun · arXiv (Cornell University) · 2018 · 4.3K citations · Full text

, , +13

An End-to-End Trainable Neural Network for Image-Based Sequence Recognition and Its Application to Scene Text Recognition

Baoguang Shi, Xiang Bai, Cong Yao · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2016 · 3.1K citations

, , +11

Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning

Piyush Sharma, Nan Ding, Sebastian Goodman et al. · 2018 · 1.8K citations · Full text

, , +13

Early results for named entity recognition with conditional random fields, feature induction and web-enhanced lexicons

Andrew McCallum, Wei Li · 2003 · 1.2K citations · Full text

, , +15

Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Albert Gu, Tri Dao · arXiv (Cornell University) · 2023 · 1K citations · Full text

, , +14

1–5 of 460

Authors

1.6K

  1. AM
    Andrew McCallum

    University of Massachusetts Amherst, United States

    6 publications · 2.8K citations

    6

    h-index

  2. CR
    Christopher Ré

    Stanford University, United States

    4 publications · 609 citations

    4

    h-index

  3. HP
    Hanspeter Pfister

    Harvard University Press, United States

    4 publications · 436 citations

    4

    h-index

  4. AG
    Albert Gu

    Stanford University, United States

    4 publications · 1.6K citations

    4

    h-index

  5. SB
    Shaojie Bai

    Carnegie Mellon University, United States

    4 publications · 4.5K citations

    4

    h-index

1–5 of 1.6K

Institutions

515

  1. Stanford University

    Stanford, United States

    12 h-index

    49 publications

    9.3K citations

  2. Shanghai Jiao Tong University

    Shanghai, China

    11 h-index

    35 publications

    1.2K citations

  3. Google (United States)

    Mountain View, United States

    9 h-index

    24 publications

    9.9K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    9 h-index

    30 publications

    1.4K citations

  5. Tsinghua University

    Beijing, China

    8 h-index

    28 publications

    1.4K citations

  6. University of California, Berkeley

    Berkeley, United States

    7 h-index

    12 publications

    1.1K citations

  7. Columbia University

    New York, United States

    7 h-index

    10 publications

    1K citations

  8. Chinese Academy of Sciences

    Beijing, China

    7 h-index

    21 publications

    2K citations

1–8 of 515

Venues

  1. arXiv (Cornell University)

    Repository · 84 publications · 11.1K citations

    36

    h-index

  2. IEEE Access

    10 publications · 514 citations

    11

    h-index

  3. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 7 publications · 327 citations

    7

    h-index

  4. Neurocomputing

    5 publications · 233 citations

    5

    h-index

  5. 5

    h-index

1–5