... | @@ -10,5 +10,17 @@ The approach is two-tiered. First, we disambiguate word senses. We utilize Wikip |
... | @@ -10,5 +10,17 @@ The approach is two-tiered. First, we disambiguate word senses. We utilize Wikip |
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The evaluation shows that the approach is feasible; the word sense disambiguation achieves a recall of 0.799. Concerning topic labeling, in a user study subjects assessed that in 90.9% of the cases at least one proposed topic label among the first four is a good fit. With regard to precision, the subjects judged that 77.2% of the top ranked labels are a good fit or good but somewhat too broad (Fleiss' kappa κ = 0.27).
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The evaluation shows that the approach is feasible; the word sense disambiguation achieves a recall of 0.799. Concerning topic labeling, in a user study subjects assessed that in 90.9% of the cases at least one proposed topic label among the first four is a good fit. With regard to precision, the subjects judged that 77.2% of the top ranked labels are a good fit or good but somewhat too broad (Fleiss' kappa κ = 0.27).
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```
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```
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(tbd)
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@article{weigeltWhat2020,
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title = {What's the {{Matter}}? {{Knowledge Acquisition}} by {{Unsupervised Multi}}-{{Topic Labeling}} for {{Spoken Utterances}}},
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shorttitle = {What's the {{Matter}}?},
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author = {Weigelt, Sebastian and Keim, Jan and Hey, Tobias and Tichy, Walter F.},
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year = {2020},
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month = aug,
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volume = {1},
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pages = {43--66},
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issn = {2641-953X},
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doi = {10.35708/HCC1868-126364},
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journal = {International Journal of Humanized Computing and Communication},
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number = {1}
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}
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``` |
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``` |