Nonparametric Bayesian NLP
TopWORDS-Seg: Simultaneous Text Segmentation and Word Discovery for Open-Domain Chinese Texts via Bayesian Inference
https://aclanthology.org/2022.acl-long.13.pdf
Continual Quality Estimation with Online Bayesian Meta-Learning
https://aclanthology.org/2021.acl-short.25.pdf
Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection
https://aclanthology.org/2021.findings-acl.214.pdf
A Compositional Bayesian Semantics for Natural Language
https://aclanthology.org/W18-4101.pdf
An Overview of Nonparametric Bayesian Models and Applications to Natural Language Processing [2008]
http://www.cs.cmu.edu/~zollmann/publications/nonparametric.pdf
Surveying a suite of algorithms that offer a solution to managing large document archives
http://www.cs.columbia.edu/~blei/papers/Blei2012.pdf
Hierarchical Dirichlet Processes
https://people.eecs.berkeley.edu/~jordan/papers/hdp.pdf