Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables.

Erxin Yu Lan Du Yuan Jin Zhepei Wei Yi Chang

Published in: CoRR (2022)

Keyphrases

latent variables
latent variable models
semantic similarity
learning algorithm
prior knowledge
probabilistic model
supervised learning
topic models
learning problems
structural svms
random variables
learning tasks
structured output
structured prediction
topic modeling
knowledge discovery
natural language