← Grammatical Error Correction

Papers with Code · CC BY-SA 4.0

BEA-2019 (test)

아카이브 평가 19건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
Majority-voting ensemble on best 7 models	F0.5 81.4	Pillars of Grammatical Error Correction: Comprehensive Inspection Of Contemporary Approaches In The Era of Large Language Models 2024-04-23	코드 1
GRECO (voting+ESC)	F0.5 80.84	System Combination via Quality Estimation for Grammatical Error Correction 2023-10-23	코드 1
ESC	F0.5 79.90	Frustratingly Easy System Combination for Grammatical Error Correction 논문 날짜 미기재	코드 1
RedPenNet	F0.5 77.60	RedPenNet for Grammatical Error Correction: Outputs to Tokens, Attentions to Spans 2023-09-19	코드 1
clang_large_ft2-gector	F0.5 77.1	Improved grammatical error correction by ranking elementary edits 2021-11-16	코드 1
Unsupervised GEC + cLang8	F0.5 76.5	Unsupervised Grammatical Error Correction Rivaling Supervised Methods 2023-12-06	코드 1
DeBERTa + RoBERTa + XLNet	F0.5 76.05	Ensembling and Knowledge Distilling of Large Sequence Taggers for Grammatical Error Correction 2022-03-24	코드 1
MoECE	F0.5 74.07	Efficient and Interpretable Grammatical Error Correction with Mixture of Experts 2024-10-30	코드 1
Sequence tagging + token-level transformations + two-stage fine-tuning (+RoBERTa, XLNet)	F0.5 73.7	GECToR -- Grammatical Error Correction: Tag, Not Rewrite 2020-05-26	코드 1 · 코드 2 · 코드 3
BEA Combination	F0.5 73.2	Learning to combine Grammatical Error Corrections 2019-06-10	코드 1
GEC-DI (LM+GED)	F0.5 73.1	Improving Seq2Seq Grammatical Error Correction via Decoding Interventions 2023-10-23	코드 1
LM-Critic	F0.5 72.9	LM-Critic: Language Models for Unsupervised Grammatical Error Correction 2021-09-14	코드 1 · 코드 2 · 코드 3
Sequence tagging + token-level transformations + two-stage fine-tuning (+XLNet)	F0.5 72.4	GECToR -- Grammatical Error Correction: Tag, Not Rewrite 2020-05-26	코드 1 · 코드 2 · 코드 3
Transformer + Pre-train with Pseudo Data	F0.5 70.2	An Empirical Study of Incorporating Pseudo Data into Grammatical Error Correction 2019-09-02	코드 1
Transformer + Pre-train with Pseudo Data (+BERT)	F0.5 69.8	Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction 2020-05-03	코드 1
Transformer	F0.5 69.5	Neural Grammatical Error Correction Systems with Unsupervised Pre-training on Synthetic Data 2019-08-01	코드 1
Transformer	F0.5 69.0	A Neural Grammatical Error Correction System Built On Better Pre-training and Sequential Transfer Learning 2019-07-02	코드 1 · 코드 2
VERNet	F0.5 68.9	Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction 2021-05-10	코드 1
Ensemble of models	F0.5 66.78	The LAIX Systems in the BEA-2019 GEC Shared Task 2019-08-01	연결 없음