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.
CoNLL-2014 Shared Task
GEC-DI (LM+GED)
BEA-2019 (test)
RedPenNet
Falko-MERLIN
Llama + 1M BT + gold
JFLEG
VERNet
UA-GEC
Llama + 1M BT + gold
Restricted
CNN Seq2Seq
CoNLL-2014 Shared Task (10 annotations)
GRECO (vote+ESC)
Unrestricted
CNN Seq2Seq + Fluency Boost
_Restricted_
Transformer
EstGEC-L2
FCGEC
STG-Joint
MuCGEC
GEC-DI (LM+GED)
WI-LOCNESS
RedPenNet