Xiaobao Wu

Code for Short Text Topic Modeling with Topic Distribution Quantization and Negative Sampling Decoder (EMNLP2020).

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A Topic Modeling System Toolkit

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Papers of Neural Topic Models (NTMs)

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Code for InfoCTM: A Mutual Information Maximization Perspective of Cross-lingual Topic Modeling (AAAI2023)

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Code for Effective Neural Topic Modeling with Embedding Clustering Regularization (ICML2023)

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Code for Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning (EMNLP2022)

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Code for Short Text Topic Modeling with Flexible Word Patterns (IJCNN2019)

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Code for Discovering Topics in Long-tailed Corpora with Causal Intervention (ACL findings2021)

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Code for Learning Multilingual Topics with Neural Variational Inference (NLPCC2020)

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A Fast, Adaptive, Stable, and Transferable Topic Model

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