Representation and Labeling Gap Bridging for Cross-lingual Named Entity Recognition

Author:

Zhang Xinghua1ORCID,Yu Bowen2ORCID,Cao Jiangxia1ORCID,Li Quangang3ORCID,Wang Xuebin3ORCID,Liu Tingwen3ORCID,Xu Hongbo3ORCID

Affiliation:

1. Institute of Information Engineering, Chinese Academy of Sciences & School of Cyber Security, UCAS, Beijing, China

2. DAMO Academy, Alibaba Group, Beijing, China

3. Institute of Information Engineering, Chinese Academy of Sciences, Beijing, China

Funder

Strategic Priority Research Program of Chinese Academy of Sciences

Youth Innovation Promotion Association of CAS

National Key Research and Development Program of China

Publisher

ACM

Reference62 articles.

1. Zero-Resource Cross-Lingual Named Entity Recognition

2. Phonologically Aware Neural Model for Named Entity Recognition in Low Resource Transfer Settings

3. Aditi Chaudhary , Jiateng Xie , Zaid Sheikh , Graham Neubig , and Jaime Carbonell . 2019. A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers . In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) . Association for Computational Linguistics , 5164--5174. Aditi Chaudhary, Jiateng Xie, Zaid Sheikh, Graham Neubig, and Jaime Carbonell. 2019. A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). Association for Computational Linguistics, 5164--5174.

4. Weile Chen , Huiqiang Jiang , Qianhui Wu , Börje Karlsson , and Yi Guan . 2021. AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER . In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) . Association for Computational Linguistics , 743--753. Weile Chen, Huiqiang Jiang, Qianhui Wu, Börje Karlsson, and Yi Guan. 2021. AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER. In Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). Association for Computational Linguistics, 743--753.

5. Sarkar Snigdha Sarathi Das , Arzoo Katiyar , Rebecca Passonneau , and Rui Zhang . 2022 . CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning . In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics, 6338--6353 . Sarkar Snigdha Sarathi Das, Arzoo Katiyar, Rebecca Passonneau, and Rui Zhang. 2022. CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Association for Computational Linguistics, 6338--6353.

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