Questions for Self-monitoring: Sequence labeling with HMM
What's the difference between pos tagging and named entitity recognition?
How can a segment labeling task be transformed into a sequence labeling task?
What's the difference between a generative and a discriminating model?
Can a sequence labeling problem be solved by means of a logistic regression classifier?
Why this solution would not be an optimal one?
How can a global decision on the optimal label sequence be achieved?
What are the components of an HMM?
How are tokens and labels mapped to the components of an HMM?
How are the different probabilities combined in decoding?
Which simplifying assumptions an HMM is based upon?
Why can we drop the denominator in Eq. 8.13?
What's the relationship between the algorithm for determining the minimum edit distance and the Viterbi-algorithm?
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WolfgangMenzel
- 06 Mar 2023
This topic: Addis2023
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09 Mar 2023,
WolfgangMenzel
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