Grammatical Error Correction
Grammar Error Correction (GEC) is an important task in natural language processing aimed at correcting spelling, punctuation, grammatical, and lexical choice errors in text. A GEC system takes sentences that may contain errors as input and outputs their correct versions to enhance the accuracy and readability of the text, with wide applications in language learning, automatic writing assistance, and text editing fields.
BEA-2019 (test)
GRECO (voting+ESC)
CoNLL-2014 Shared Task
Ensembles of best 7 models + GRECO + GTP-rerank
CoNLL-2014 Shared Task (10 annotations)
GRECO (vote+ESC)
EstGEC-L2
Falko-MERLIN
Llama + 1M BT + gold
FCGEC
STG-Joint
JFLEG
VERNet
WI-LOCNESS
RedPenNet
MuCGEC
GEC-DI (LM+GED)
Restricted
CNN Seq2Seq
_Restricted_
Transformer
UA-GEC
Llama + 1M BT + gold
Unrestricted
CNN Seq2Seq + Fluency Boost