Concepedia

Retrieval-based Response Generation

Retrieval-Based Response Generation is a response generation paradigm within dialogue systems that selects and returns a pre-existing response from a fixed repository of candidate responses based on semantic similarity and contextual relevance, rather than generating novel textual output.

98

Publications

5.3K

Citations

341

Authors

118

Institutions

Publications per year

2017–2026

88

Parents

Publications

98

Retrieval Augmentation Reduces Hallucination in Conversation

Kurt Shuster, Spencer Poff, Moya Chen et al. · 2021 · 465 citations · Full text

, , +15

Learning to Respond with Deep Neural Networks for Retrieval-Based Human-Computer Conversation System

Rui Yan, Yiping Song, Hua Wu · 2016 · 372 citations

, , +11

A Dataset for Research on Short-Text Conversations

Hao Wang, Zhengdong Lu, Hang Li et al. · 2013 · 191 citations · Full text

, , +6

Retrieve and Refine: Improved Sequence Generation Models For Dialogue

Jason Weston, Emily Dinan, Alexander Miller · 2018 · 177 citations · Full text

, , +15

Polite Dialogue Generation Without Parallel Data

Tong Niu, Mohit Bansal · Transactions of the Association for Computational Linguistics · 2018 · 170 citations · Full text

, , +16

1–5 of 98

Authors

341

  1. RY
    Rui Yan

    Peking University, China

    10 publications · 921 citations

    10

    h-index

  2. WW
    Wei Wu

    Beihang University, China

    7 publications · 512 citations

    7

    h-index

  3. CT
    Chongyang Tao

    Peking University, China

    7 publications · 410 citations

    7

    h-index

  4. ZL
    Zhen-Hua Ling

    University of Science and Technology of China, China

    6 publications · 343 citations

    6

    h-index

  5. DZ
    Dongyan Zhao

    Peking University, China

    6 publications · 485 citations

    6

    h-index

1–5 of 341

Institutions

118

  1. Microsoft Research Asia (China)

    Beijing, China

    9 h-index

    18 publications

    1.5K citations

  2. Peking University

    Beijing, China

    9 h-index

    32 publications

    1.8K citations

  3. University of Science and Technology of China

    Hefei, China

    7 h-index

    18 publications

    1.4K citations

  4. Beihang University

    Beijing, China

    5 h-index

    12 publications

    735 citations

  5. Queen's University

    Kingston, Canada

    4 h-index

    7 publications

    419 citations

  6. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    4 h-index

    10 publications

    560 citations

  7. Microsoft (United States)

    Redmond, United States

    4 h-index

    9 publications

    742 citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    4 h-index

    10 publications

    218 citations

1–8 of 118

Venues

  1. arXiv (Cornell University)

    Repository · 22 publications · 617 citations

    16

    h-index

  2. 4

    h-index

  3. Journal of the American Society for Information Science

    JASIS · 2 publications · 88 citations

    2

    h-index

  4. Computational Linguistics

    2 publications · 89 citations

    2

    h-index

  5. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 135 citations

    2

    h-index

1–5