Moreover, the sequence labeller has to be re-trained for each new domain (e.g., natural history vs. archaeology) and possibly also each sub-domain (e.g., insects vs. mammals) due to the fact that the inventory of fields varies.
fully supervised machine learning is not feasible for this task.