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topic quality

6 papers

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neural topic model (3) topic modeling (2) discrete random variable (1) overfitting prevention (1) large language model (1) evaluation measure (1) dynamic topic model (1) word embedding (1) discrete variable (1) encoder-decoder architecture (1)

Papers

Multi-Surrogate-Objective Optimization for Neural Topic Models EMNLP 2025 Evaluating Dynamic Topic Models ACL 2024 Do Neural Topic Models Really Need Dropout? Analysis of the Effect of Dropout in Topic Modeling EACL 2023 A Discrete Variational Recurrent Topic Model without the Reparametrization Trick NeurIPS 2020 Evaluating Topic Quality with Posterior Variability EMNLP 2019 Inter and Intra Topic Structure Learning with Word Embeddings ICML 2018