Comments (3)
usptact
commented on July 22, 2024
CRFSuite does not support n-best output. The decoder algorithm is Viterbi which appears to not too difficult to make it n-best (especially for short sequences).
Did you manage to get meaningful n-best outputs with Wapiti on your data? I looked at it a while ago and realized that on my data n-best outputs not always make sense (NER).
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ZmeiGorynych
commented on July 22, 2024
How about looking at marginal probabilities for all possible labels in a given position (that functionality exists in the Python wrapper as pycrfsuite.Tagger.marginal() so I presume also in the CFRSuite itself) and picking the best n values?
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usptact
commented on July 22, 2024
@ZmeiGorynych Unfortunately marginals is not enough to compute the n-best sequence taggings.
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Related Issues (20)
- Exclude sentence with only O HOT 1
- Character n-grams HOT 2
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