Concepedia

Transformer-based Scoring

Transformer-Based Scoring is a method within automated essay scoring that employs transformer-based deep learning architectures to evaluate and assign scores to student essays by leveraging self-attention mechanisms for capturing contextual linguistic features.

48

Publications

4.1K

Citations

194

Authors

78

Institutions

Publications per year

2017–2026

48

Parents

Publications

48

GPT-4 Technical Report

arXiv (Cornell University) · 2023 · 2.4K citations · Full text

, , +16

Poly-encoders: Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring

Samuel Humeau, Kurt Shuster, Marie-Anne Lachaux et al. · International Conference on Learning Representations · 2020 · 170 citations

, , +15

Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring

Samuel Humeau, Kurt Shuster, Marie-Anne Lachaux et al. · arXiv (Cornell University) · 2019 · 154 citations · Full text

, , +15

Should You Fine-Tune BERT for Automated Essay Scoring?

Elijah Mayfield, Alan W. Black · 2020 · 131 citations · Full text

, , +16

Natural language analyzed with AI-based transformers predict traditional subjective well-being measures approaching the theoretical upper limits in accuracy

Oscar Kjell, Sverker Sikström, Katarina Kjell et al. · Scientific Reports · 2022 · 87 citations · Full text

, , +13

1–5 of 48

Authors

194

  1. SH
    Samuel Humeau

    Meta (Israel), Israel

    2 publications · 324 citations

    2

    h-index

  2. NC
    Nick Craswell

    Microsoft (United States), United States

    2 publications · 43 citations

    2

    h-index

  3. ML
    Marie-Anne Lachaux

    Meta (Israel), Israel

    2 publications · 324 citations

    2

    h-index

  4. MT
    Masayuki Takamura

    Kanazawa University, Japan

    2 publications · 67 citations

    2

    h-index

  5. TE
    Takahide Etani

    Waseda University, Japan

    2 publications · 67 citations

    2

    h-index

1–5 of 194

Institutions

78

  1. Stelic (Japan)

    Tokyo, Japan

    2 h-index

    2 publications

    67 citations

  2. Kanazawa University

    Kanazawa, Japan

    2 h-index

    26 publications

    871 citations

  3. Waseda University

    Tokyo, Japan

    2 h-index

    2 publications

    67 citations

  4. Jichi Medical University

    Shimotsuke, Japan

    2 h-index

    2 publications

    67 citations

  5. University of Massachusetts Amherst

    Amherst Center, United States

    2 h-index

    2 publications

    43 citations

  6. TU Wien

    Vienna, Austria

    2 h-index

    4 publications

    86 citations

  7. Meta (Israel)

    Tel Aviv, Israel

    2 h-index

    8 publications

    1.3K citations

  8. Keio University Shonan Fujisawa

    Fujisawa, Japan

    2 h-index

    2 publications

    67 citations

1–8 of 78

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 2.6K citations

    6

    h-index

  2. Journal of Applied Psychology

    1 publications · 33 citations

    1

    h-index

  3. Computational Intelligence and Neuroscience

    1 publications · 27 citations

    1

    h-index

  4. IEEE Access

    1 publications · 65 citations

    1

    h-index

  5. 1

    h-index

1–5