ID-CNN/LSTM model improvements

• Improved ID-CNN and LSTM sequence tagger models accuracy
• Added support for BILOU format for tagging tasks
• Updated Transformer token tagging and neural taggers to save best and support BILOU format
• Refactor pseudo/distillation procedures to reproduce results according to our paper