Concepedia

Multimodal Information Extraction

Multimodal Information Extraction is a computational process that identifies and structurally represents salient, interconnected data elements from multiple heterogeneous modalities—such as text, image, audio, and video—by integrating cross-modal signals to produce unified, semantically coherent information structures.

260

Publications

14K

Citations

1.1K

Authors

359

Institutions

Publications per year

2017–2026

179

Parents

Publications

260

Integrating Multimodal Information in Large Pretrained Transformers

Wasifur Rahman, Md. Kamrul Hasan, Sangwu Lee et al. · 2020 · 604 citations · Full text

, , +16

Towards multimodal sentiment analysis

Louis‐Philippe Morency, Rada Mihalcea, Payal Doshi · 2011 · 455 citations

, , +14

Robust Face Recognition via Multimodal Deep Face Representation

Changxing Ding, Dacheng Tao · IEEE Transactions on Multimedia · 2015 · 452 citations · Full text

, , +16

Annotating Multi-media/Multi-modal Resources with ELAN

Hennie Brugman, Albert Russel · 2004 · 407 citations · Full text

, , +10

Adaptive Co-attention Network for Named Entity Recognition in Tweets

Qi Zhang, Jinlan Fu, Xiaoyu Liu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 380 citations · Full text

, , +6

1–5 of 260

Authors

1.1K

  1. RR
    Rajiv Ratn Shah

    Indraprastha Institute of Information Technology Delhi, India

    6 publications · 237 citations

    6

    h-index

  2. TC
    Tat‐Seng Chua

    National University of Singapore, Singapore

    5 publications · 227 citations

    5

    h-index

  3. RZ
    Roger Zimmermann

    National University of Singapore, Singapore

    4 publications · 146 citations

    4

    h-index

  4. TN
    Tomoaki Nakamura

    University of Electro-Communications, Japan

    3 publications · 134 citations

    3

    h-index

  5. XH
    Xiaodong He

    Microsoft (United States), United States

    3 publications · 117 citations

    3

    h-index

1–5 of 1.1K

Institutions

359

  1. Chinese Academy of Sciences

    Beijing, China

    15 h-index

    53 publications

    2.2K citations

  2. University of Chinese Academy of Sciences

    Beijing, China

    12 h-index

    40 publications

    2.1K citations

  3. National University of Singapore

    Singapore, Singapore

    12 h-index

    32 publications

    2.1K citations

  4. Tsinghua University

    Beijing, China

    11 h-index

    45 publications

    1.8K citations

  5. University of Science and Technology of China

    Hefei, China

    9 h-index

    26 publications

    662 citations

  6. Sun Yat-sen University

    Guangzhou, China

    7 h-index

    21 publications

    932 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    6 h-index

    14 publications

    835 citations

  8. Institute of Computing Technology

    Beijing, China

    6 h-index

    17 publications

    1.1K citations

1–8 of 359

Venues

  1. arXiv (Cornell University)

    Repository · 11 publications · 388 citations

    10

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 9 publications · 853 citations

    9

    h-index

  3. IEEE Transactions on Multimedia

    8 publications · 853 citations

    8

    h-index

  4. 6

    h-index

  5. Proceedings of the 30th ACM International Conference on Multimedia

    Conference · 5 publications · 194 citations

    5

    h-index

1–5