Open-Set Semi-Supervised Text Classification with Latent Outlier Softening

Author:

Chen Junfan1ORCID,Zhang Richong1ORCID,Chen Junchi1ORCID,Hu Chunming1ORCID,Mao Yongyi2ORCID

Affiliation:

1. Beihang University, Beijing, China

2. University of Ottawa, Ottawa, Canada

Funder

The National Key R&D Program of China

The National Natural Science Foundation of China

Publisher

ACM

Reference39 articles.

1. Randall Balestriero , Sebastien Paris , and Richard G . Baraniuk . 2020 . Analytical Probability Distributions and Exact Expectation-Maximization for Deep Generative Networks. In NeurIPS. Randall Balestriero, Sebastien Paris, and Richard G. Baraniuk. 2020. Analytical Probability Distributions and Exact Expectation-Maximization for Deep Generative Networks. In NeurIPS.

2. Siqi Bao , Huang He , Fan Wang , Hua Wu , and Haifeng Wang . 2020 . PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable . In ACL. Association for Computational Linguistics , 85--96. Siqi Bao, Huang He, Fan Wang, Hua Wu, and Haifeng Wang. 2020. PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable. In ACL. Association for Computational Linguistics, 85--96.

3. Yu Bao Hao Zhou Shujian Huang Dongqi Wang Lihua Qian Xinyu Dai Jiajun Chen and Lei Li. 2022. latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. In ACL. 8398--8409. Yu Bao Hao Zhou Shujian Huang Dongqi Wang Lihua Qian Xinyu Dai Jiajun Chen and Lei Li. 2022. latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. In ACL. 8398--8409.

4. Iacer Calixto Miguel Rios and Wilker Aziz. 2019. Latent Variable Model for Multi-modal Translation. In ACL. 6392--6405. Iacer Calixto Miguel Rios and Wilker Aziz. 2019. Latent Variable Model for Multi-modal Translation. In ACL. 6392--6405.

5. Importance of Semantic Representation: Dataless Classification;Chang Ming-Wei;AAAI,2008

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