IIT (BHU) Submission for the ACL Shared Task on Named Entity Recognition on Code-switched Data
2018-07-01WS 2018Unverified0· sign in to hype
Shashwat Trivedi, Harsh Rangwani, Anil Kumar Singh
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This paper describes the best performing system for the shared task on Named Entity Recognition (NER) on code-switched data for the language pair Spanish-English (ENG-SPA). We introduce a gated neural architecture for the NER task. Our final model achieves an F1 score of 63.76\%, outperforming the baseline by 10\%.