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    <abstract>We present a new web-based interface, TALEN, designed for named entity annotation in low-resource settings where the annotators do not speak the language. To address this non-traditional scenario, TALEN includes such features as in-place lexicon integration, TF-IDF token statistics, Internet search, and entity propagation, all implemented so as to make this difficult task efficient and frictionless. We conduct a small user study to compare against a popular annotation tool, showing that TALEN achieves higher precision and recall against ground-truth annotations, and that users strongly prefer it over the alternative. TALEN is available at: github.com/CogComp/talen.</abstract>
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%0 Conference Proceedings
%T TALEN: Tool for Annotation of Low-resource ENtities
%A Mayhew, Stephen
%A Roth, Dan
%S Proceedings of ACL 2018, System Demonstrations
%D 2018
%8 jul
%I Association for Computational Linguistics
%C Melbourne, Australia
%F mayhew-roth-2018-talen
%X We present a new web-based interface, TALEN, designed for named entity annotation in low-resource settings where the annotators do not speak the language. To address this non-traditional scenario, TALEN includes such features as in-place lexicon integration, TF-IDF token statistics, Internet search, and entity propagation, all implemented so as to make this difficult task efficient and frictionless. We conduct a small user study to compare against a popular annotation tool, showing that TALEN achieves higher precision and recall against ground-truth annotations, and that users strongly prefer it over the alternative. TALEN is available at: github.com/CogComp/talen.
%R 10.18653/v1/P18-4014
%U https://aclanthology.org/P18-4014
%U https://doi.org/10.18653/v1/P18-4014
%P 80-86

Markdown (Informal)

[TALEN: Tool for Annotation of Low-resource ENtities](https://aclanthology.org/P18-4014) (Mayhew & Roth, ACL 2018)

• TALEN: Tool for Annotation of Low-resource ENtities (Mayhew & Roth, ACL 2018)

ACL

• Stephen Mayhew and Dan Roth. 2018. TALEN: Tool for Annotation of Low-resource ENtities. In Proceedings of ACL 2018, System Demonstrations, pages 80–86, Melbourne, Australia. Association for Computational Linguistics.