Grammatical Error Detection on FCE

8개 결과 · ⬇ CSV · JSON

F0.5

Rank	Model	F0.5	Paper	Code	Year
1	VERNet	72.2	Neural Quality Estimation with Multiple Hypotheses for Grammatical Error Correction	thunlp/VERNet	2021
2	BiLSTM-JOINT	52.07	Jointly Learning to Label Sentences and Tokens	marekrei/mltagger · MirunaPislar/multi-head-attention-labeller	2018
3	Ann+PAT+MT	49.11	Artificial Error Generation with Machine Translation and Syntactic Patterns		2017
4	Bi-LSTM + LMcost	48.48	Semi-supervised Multitask Learning for Sequence Labeling	marekrei/sequence-labeler · MirunaPislar/multi-head-attention-labeller · samueljamesbell/sequence-labeler	2017
5	Bi-LSTM + err POS GR	47.7	Auxiliary Objectives for Neural Error Detection Models		2017
6	Bi-LSTM+ Error- and Grammaticality-Specific Word Embeddings	44.6	Grammatical Error Detection Using Error- and Grammaticality-Specific Word Embeddings	kanekomasahiro/grammatical-error-detection	2017
7	Bi-LSTM + charattn	41.88	Attending to Characters in Neural Sequence Labeling Models		2016
8	Bi-LSTM	41.1	Compositional Sequence Labeling Models for Error Detection in Learner Writing		2016