Papers with TF-IDF token statistics
TALEN: Tool for Annotation of Low-resource ENtities (P18-4)
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| Challenge: | Named entity recognition (NER) is a task that requires a large amount of training data and annotators who do not speak the language are hard or impossible to find. |
| Approach: | They propose a web-based interface for named entity annotation in low-resource settings . TALEN includes in-place lexicon integration, TF-IDF token statistics, Internet search, and entity propagation . |
| Outcome: | The proposed interface performs better than a popular annotation tool and is more accurate and recall-rich than the current one. |