Nevin L. Zhang

Unidimensional Clustering of Discrete Data Using Latent Tree Models

2015 · Proceedings of the AAAI Conference on Artificial Intelligence

This paper is concerned with model-based clustering of discrete data. Latent class models (LCMs) are usually used for the task. An LCM consists of a latent variable and a number of attributes. It makes the …

Enhancing Content Preservation in Text Style Transfer Using Reverse Attention and Conditional Layer Normalization

2021

Dongkyu Lee, Zhiliang Tian, Lanqing Xue, Nevin L. Zhang. 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). …

A Causal Framework to Unify Common Domain Generalization Approaches

2023 · arXiv (Cornell University)

Domain generalization (DG) is about learning models that generalize well to new domains that are related to, but different from, the training domain(s). It is a fundamental problem in machine learning and has attracted much …