 To address NER in MRLs we then need to answer two fundamental modeling questions: (i) What should be the basic units to be identified and labeled, are they token-based or morpheme-based? and (ii) How can morphological units be encoded and accurately obtained in realistic (non-gold) scenarios?
<clarity>  To address NER in MRLs we then need to answer two fundamental modeling questions: (i) What should be the basic units to be identified and labeled, are they token-based or morpheme-based? and (ii) How can morphological units be encoded and accurately obtained in realistic (non-gold) scenarios?
 To address NER in MRLs we then need to answer two fundamental modeling questions: (i) What should be the basic units to be labeled, and how can these units be detected and classified in realistic settings, i.e., where no gold morphology is available.