Domain Adaptation in Nested Named Entity Recognition From Scientific Articles in Agriculture

Author:

Phan Doan Thai Binh1ORCID,Le Phuoc Vinh Linh1ORCID,Luong Ngoc Hoang1ORCID,Kechadi Tahar2ORCID,Ngo Hung Q.3ORCID

Affiliation:

1. University of Information Technology (UIT), VNU-HCM, Viet Nam

2. University College Dublin, Ireland

3. Technological University Dublin, Ireland

Publisher

ACM

Reference30 articles.

1. Beatrice Alex , Barry Haddow , and Claire Grover . 2007. Recognising Nested Named Entities in Biomedical Text . In Biological, translational, and clinical language processing . Association for Computational Linguistics , Prague, Czech Republic, 65–72. Beatrice Alex, Barry Haddow, and Claire Grover. 2007. Recognising Nested Named Entities in Biomedical Text. In Biological, translational, and clinical language processing. Association for Computational Linguistics, Prague, Czech Republic, 65–72.

2. Named entity recognition for agriculture domain using word net;Biswas Payal;Int J Comput Math Sci,2016

3. Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of deep bidirectional transformers for language understanding . In Proceedings of Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT). 4171–4186 . Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of deep bidirectional transformers for language understanding. In Proceedings of Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT). 4171–4186.

4. Few-shot classification in named entity recognition task

5. Nested Named Entity Recognition with Partially-Observed TreeCRFs

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