Different inflectional morphological processes
Improve Lemmatization as String-transduction of Non-standard varieties with Encoder-Decoder
pron(pers,1,sing,nominative,"ik")
spelling-variation
\(\propto\) #tokens/#morph-words
Morphological Complexity by Spelling Variation
Is the training signal coming from the lemma decoder enough?
Inspection of LMs through auxiliary tasks shows that LMs internally model quite a deal of linguistic structure
Correlation between error reduction and ambiguity