An NLP task that assigns a label to each item in a sequence.
Sequence labeling is name-tag day for every word. Bob says “person.” Paris says “place.” And “the” gets a tiny shrug.
NLP uses it to split text into words. It also marks word jobs, names, and places.
Supervised Learning
Sequence labeling usually trains on sequences with correct labels already filled in.
NLP
It is a basic NLP task for word splitting and name finding.
HMM
HMM was a classic early model for sequence labeling.
CTC
CTC helps when inputs and outputs do not line up neatly.