A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER

Author:

Dong Guanting1ORCID,Wang Zechen1ORCID,Zhao Jinxu1ORCID,Zhao Gang1ORCID,Guo Daichi1ORCID,Fu Dayuan1ORCID,Hui Tingfeng1ORCID,Zeng Chen1ORCID,He Keqing2ORCID,Li Xuefeng1ORCID,Wang Liwen1ORCID,Cui Xinyue1ORCID,Xu Weiran1ORCID

Affiliation:

1. Beijing University of Posts and Telecommunications, Beijing, China

2. Meituan Group, Beijing, China

Publisher

ACM

Reference82 articles.

1. A Framework for Learning Predictive Structures from Multiple Tasks and Unlabeled Data;Ando Rie Kubota;Journal of Machine Learning Research 6,2005

2. Scalable training ofL1-regularized log-linear models

3. Stance Detection with Bidirectional Conditional Encoding

4. Siqi Bao , Huang He , Fan Wang , Hua Wu , and Haifeng Wang . 2019 . Plato: Pre-trained dialogue generation model with discrete latent variable. arXiv preprint arXiv:1910.07931 (2019). Siqi Bao, Huang He, Fan Wang, Hua Wu, and Haifeng Wang. 2019. Plato: Pre-trained dialogue generation model with discrete latent variable. arXiv preprint arXiv:1910.07931 (2019).

5. Iz Beltagy , Kyle Lo , and Arman Cohan . 2019. SciBERT: A pretrained language model for scientific text. arXiv preprint arXiv:1903.10676 ( 2019 ). Iz Beltagy, Kyle Lo, and Arman Cohan. 2019. SciBERT: A pretrained language model for scientific text. arXiv preprint arXiv:1903.10676 (2019).

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