P18-4001@ACL

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#1 Platforms for Non-speakers Annotating Names in Any Language [PDF] [Copy] [Kimi1]

Authors: Ying Lin ; Cash Costello ; Boliang Zhang ; Di Lu ; Heng Ji ; James Mayfield ; Paul McNamee

We demonstrate two annotation platforms that allow an English speaker to annotate names for any language without knowing the language. These platforms provided high-quality ’‘silver standard” annotations for low-resource language name taggers (Zhang et al., 2017) that achieved state-of-the-art performance on two surprise languages (Oromo and Tigrinya) at LoreHLT20171 and ten languages at TAC-KBP EDL2017 (Ji et al., 2017). We discuss strengths and limitations and compare other methods of creating silver- and gold-standard annotations using native speakers. We will make our tools publicly available for research use.