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Semantic Information Extraction: Overview and Basic Techniques

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Subtask: TermLabel (cont.)<br />

• Merge tuples<br />

̵ For each term T <strong>and</strong> label L, compute w(T, L)<br />

• Methods<br />

Simple counting<br />

• Count the number of tuples for each (T, L) pair<br />

• Or TF-IDF<br />

Nonlinear evidence fusion (Zhang et al., ACL’2011)<br />

m i : #tuples for pattern i<br />

x i,j : Gain value given the j’th tuple for pattern i

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