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Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network.

, , , , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 2903-2913. PMLR, (2021)

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EnsLM: Ensemble Language Model for Data Diversity by Semantic Clustering., , , , , and . ACL/IJCNLP (1), page 2954-2967. Association for Computational Linguistics, (2021)Deep Variational Graph Convolutional Recurrent Network for Multivariate Time Series Anomaly Detection., , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 3621-3633. PMLR, (2022)TopicNet: Semantic Graph-Guided Topic Discovery., , , , , and . NeurIPS, page 547-559. (2021)HyperMiner: Topic Taxonomy Mining with Hyperbolic Embedding., , , , , and . NeurIPS, (2022)Generative Text Convolutional Neural Network for Hierarchical Document Representation Learning., , , , , and . IEEE Trans. Pattern Anal. Mach. Intell., 45 (4): 4586-4604 (April 2023)Knowledge-Aware Bayesian Deep Topic Model., , , , , , and . NeurIPS, (2022)Sawtooth Factorial Topic Embeddings Guided Gamma Belief Network., , , , , , , and . ICML, volume 139 of Proceedings of Machine Learning Research, page 2903-2913. PMLR, (2021)Bayesian Deep Embedding Topic Meta-Learner., , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 5659-5670. PMLR, (2022)Alleviating "Posterior Collapse" in Deep Topic Models via Policy Gradient., , , , , , and . NeurIPS, (2022)Friendly Topic Assistant for Transformer Based Abstractive Summarization., , , , , , and . EMNLP (1), page 485-497. Association for Computational Linguistics, (2020)