Concepedia

Intent Classification

Intent Classification is a machine learning task within natural language understanding that assigns a user's utterance in a dialogue system to a specific semantic category representing the underlying goal or intention, thereby enabling the system to generate contextually appropriate responses.

265

Publications

12.8K

Citations

1K

Authors

314

Institutions

Publications per year

2017–2026

201

Variants

Intent Identification

Parents

Publications

265

Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling

Bing Liu, Ian Lane · 2016 · 713 citations

, , +14

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction

Chih-Wen Goo, Guang Gao, Yun-Kai Hsu et al. · 2018 · 520 citations · Full text

, , +13

Multiclass Real-Time Intent Recognition of a Powered Lower Limb Prosthesis

Hüseyin Atakan Varol, Frank C. Sup, Michael Goldfarb · IEEE Transactions on Biomedical Engineering · 2009 · 437 citations

, , +17

BERT for Joint Intent Classification and Slot Filling

Chen Qian, Zhuo Zhu, Wen Wang · arXiv (Cornell University) · 2019 · 412 citations · Full text

, , +14

Learning query intent from regularized click graphs

Xiao Li, Ye‐Yi Wang, Alex Acero · 2008 · 335 citations

, , +17

1–5 of 265

Authors

1K

  1. GT
    Gökhan Tür

    SRI International, United States

    7 publications · 402 citations

    7

    h-index

  2. DH
    Dilek Hakkani‐Tür

    Microsoft (United States), United States

    6 publications · 338 citations

    6

    h-index

  3. BZ
    Bowen Zhou

    IBM (United States), United States

    3 publications · 273 citations

    3

    h-index

  4. PJ
    Ping Jian

    Beijing Institute of Technology, China

    3 publications · 236 citations

    3

    h-index

  5. JS
    Jian Sun

    Beijing Institute of Technology, China

    3 publications · 236 citations

    3

    h-index

1–5 of 1K

Institutions

314

  1. Microsoft (United States)

    Redmond, United States

    10 h-index

    37 publications

    3.2K citations

  2. Amazon (United States)

    Seattle, United States

    7 h-index

    43 publications

    2.2K citations

  3. Tsinghua University

    Beijing, China

    6 h-index

    17 publications

    874 citations

  4. Google (United States)

    Mountain View, United States

    5 h-index

    27 publications

    1.9K citations

  5. Peking University

    Beijing, China

    5 h-index

    12 publications

    728 citations

  6. IBM (United States)

    Armonk, United States

    4 h-index

    18 publications

    2.5K citations

  7. University of California, Los Angeles

    Los Angeles, United States

    4 h-index

    5 publications

    181 citations

  8. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    4 h-index

    12 publications

    482 citations

1–8 of 314

Venues

  1. arXiv (Cornell University)

    Repository · 21 publications · 1K citations

    14

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 9 publications · 421 citations

    9

    h-index

  3. IEEE Access

    6 publications · 298 citations

    6

    h-index

  4. Knowledge-Based Systems

    3 publications · 89 citations

    3

    h-index

  5. 3

    h-index

1–5