Existing methods that apply equivalence constraint theory to generate code-switching sentences (Li and Fung, 2012;Pratapa et al., 2018) may suffer performance issues as they receive erroneous results from the word aligner and the partof-speech (POS) tagger.
this approach is not reliable and effective.