paper-with-me

Sentence Classification 벤치마크

Sentence Classification on ACL-ARC

12개 결과 · ⬇ CSV · JSON

F1

53 59.27 65.55 71.82 78.1 2018-01 2026-09 Random Forest — 53.0 (2018-01-01) Random Forest — 53.0 (2018-01-01) Random Forest — 53.0 (2018-01-01) SciBERT — 70.98 (2019-03-26) SciBERT — 70.98 (2019-03-26) SciBERT — 70.98 (2019-03-26) Structural-scaffolds — 67.9 (2019-04-02) Structural-scaffolds — 67.9 (2019-04-02) Structural-scaffolds — 67.9 (2019-04-02) FE-MLM + Span — 78.1 (2020-10-12) FE-MLM + Span — 78.1 (2020-10-12) FE-MLM + Span — 78.1 (2020-10-12) Random Forest — 53.0 (2018-01-01) SciBERT — 70.98 (2019-03-26) FE-MLM + Span — 78.1 (2020-10-12)
RankModel F1 PaperCodeYear
1 FE-MLM + Span 78.1 Improving Self-supervised Pre-training via a Fully-Explored Masked Language Model 2020
2 SciBERT 70.98 SciBERT: A Pretrained Language Model for Scientific Text allenai/scibert · charles9n/bert-sklearn · tetsu9923/scireviewgen · +3 2019
3 Structural-scaffolds 67.9 Structural Scaffolds for Citation Intent Classification in Scientific Publications allenai/scicite 2019
4 Random Forest 53.0 Measuring the Evolution of a Scientific Field through Citation Frames davidjurgens/citation-function 2018
5 FE-MLM + Span 78.1 Improving Self-supervised Pre-training via a Fully-Explored Masked Language Model 2020
6 SciBERT 70.98 SciBERT: A Pretrained Language Model for Scientific Text allenai/scibert · charles9n/bert-sklearn · tetsu9923/scireviewgen · +3 2019
7 Structural-scaffolds 67.9 Structural Scaffolds for Citation Intent Classification in Scientific Publications allenai/scicite 2019
8 Random Forest 53.0 Measuring the Evolution of a Scientific Field through Citation Frames davidjurgens/citation-function 2018
9 FE-MLM + Span 78.1 Improving Self-supervised Pre-training via a Fully-Explored Masked Language Model 2020
10 SciBERT 70.98 SciBERT: A Pretrained Language Model for Scientific Text allenai/scibert · charles9n/bert-sklearn · tetsu9923/scireviewgen · +3 2019
11 Structural-scaffolds 67.9 Structural Scaffolds for Citation Intent Classification in Scientific Publications allenai/scicite 2019
12 Random Forest 53.0 Measuring the Evolution of a Scientific Field through Citation Frames davidjurgens/citation-function 2018
1–12 / 12 페이지당 10 20 50 100