Concepedia

Prompt-based Generation

Prompt-Based Generation is a text generation approach that belongs to the broader class of natural language generation methods, differentiated by its reliance on user-provided prompts as the primary conditioning input to guide the generation process of pre-trained language models.

255

Publications

26.5K

Citations

1.1K

Authors

267

Institutions

Publications per year

2017–2026

250

Parents

Publications

255

Training language models to follow instructions with human feedback

Long Ouyang, Jeff Wu, Xu Jiang et al. · arXiv (Cornell University) · 2022 · 4.3K citations · Full text

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Learning to Prompt for Vision-Language Models

Kaiyang Zhou, Jingkang Yang, Chen Change Loy et al. · International Journal of Computer Vision · 2022 · 2.7K citations · Full text

, , +11

Prefix-Tuning: Optimizing Continuous Prompts for Generation

Xiang Lisa Li, Percy Liang · 2021 · 2.2K citations · Full text

, , +14

AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts

Taylor Shin, Yasaman Razeghi, Robert L. Logan et al. · 2020 · 1.2K citations · Full text

, , +16

Hierarchical Neural Story Generation

Angela Fan, Mike Lewis, Yann Dauphin · 2018 · 1.1K citations · Full text

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1–5 of 255

Authors

1.1K

  1. GL
    Ge Li

    Peking University, China

    5 publications · 255 citations

    5

    h-index

  2. PD
    Paul Denny

    University of Auckland, New Zealand

    4 publications · 297 citations

    4

    h-index

  3. ZL
    Zhiyuan Liu

    Tsinghua University, China

    4 publications · 307 citations

    4

    h-index

  4. ZJ
    Zhi Jin

    Peking University, China

    4 publications · 243 citations

    4

    h-index

  5. JL
    Juho Leinonen

    Aalto University, Finland

    4 publications · 297 citations

    4

    h-index

1–5 of 1.1K

Institutions

267

  1. Tsinghua University

    Beijing, China

    9 h-index

    32 publications

    2.3K citations

  2. Stanford University

    Stanford, United States

    8 h-index

    17 publications

    5.7K citations

  3. Google (United States)

    Mountain View, United States

    5 h-index

    15 publications

    802 citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    5 h-index

    10 publications

    199 citations

  5. University of Washington

    Seattle, United States

    5 h-index

    14 publications

    418 citations

  6. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    5 h-index

    11 publications

    886 citations

  7. Microsoft (United States)

    Redmond, United States

    5 h-index

    30 publications

    2.5K citations

  8. University of Michigan

    Ann Arbor, United States

    5 h-index

    12 publications

    633 citations

1–8 of 267

Venues

  1. arXiv (Cornell University)

    Repository · 78 publications · 8.3K citations

    29

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 8 publications · 344 citations

    8

    h-index

  3. ACM Transactions on Software Engineering and Methodology

    TOSEM · 3 publications · 249 citations

    3

    h-index

  4. ACM Transactions on Graphics

    TOG · 3 publications · 509 citations

    3

    h-index

  5. 3

    h-index

1–5