Sequence Labeling Tasks (NER, POS Tagging) — Roadmap Step & Resources
Predicting a label for every token in a sequence rather than for the sequence as a whole
- Level: advanced
- Estimated time: 2 days
- Roadmap: Deep Learning & Neural Networks
Before this step
Study resources
- Token Classification (Article) — The official Hugging Face documentation on sequence labeling tasks like NER.
- Named Entity Recognition Explained (Video) — A practical introduction to sequence labeling for named entity recognition.
Part of
- NLP with Deep Learning — section
- Deep Learning & Neural Networks roadmap — the full learning path