84 citations · 313 across the 28 of their papers we have counts for
3 papers · 1 filter
There's No Comparison: Reference-less Evaluation Metrics in Grammatical Error Correction
Courtney Napoles, Keisuke Sakaguchi, Joel Tetreault
Current methods for automatically evaluating grammatical error correction (GEC) systems rely on gold-standard references. However, these methods suffer from penalizing grammatical…
Robsut Wrod Reocginiton via semi-Character Recurrent Neural Network
Keisuke Sakaguchi, Kevin Duh, Matt Post +1
Language processing mechanism by humans is generally more robust than computers. The Cmabrigde Uinervtisy (Cambridge University) effect from the psycholinguistics literature has de…
GLEU Without Tuning
Courtney Napoles, Keisuke Sakaguchi, Matt Post +1
The GLEU metric was proposed for evaluating grammatical error corrections using n-gram overlap with a set of reference sentences, as opposed to precision/recall of specific annotat…