BobXWu

DecTM

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

ECRTM

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

FASTopic

A Fast, Adaptive, Stable, and Transferable Topic Model

InfoCTM

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

Multiterm-Topic-Model

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

NQTM

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

Paper-Neural-Topic-Models

Papers of Neural Topic Models (NTMs)

TopMost

A Topic Modeling System Toolkit

TraCo

Code for On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling (AAAI 2024)

TSCTM

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

BobXWu/TopMost

A Topic Modeling System Toolkit

BobXWu/Paper-Neural-Topic-Models

Papers of Neural Topic Models (NTMs)

BobXWu/FASTopic

A Fast, Adaptive, Stable, and Transferable Topic Model

BobXWu/NQTM

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

BobXWu/ECRTM

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

BobXWu/TSCTM

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

BobXWu/InfoCTM

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

BobXWu/Multiterm-Topic-Model

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

BobXWu/DecTM

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

BobXWu/NMTM

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

BobXWu/CNPMI

Cross-lingual Normalized Pointwise Mutual Information for cross-lingual topic evaluation.

BobXWu/CFDTM

BobXWu/TraCo

Code for On the Affinity, Rationality, and Diversity of Hierarchical Topic Modeling (AAAI 2024)

BobXWu/ParallelApriori

Implementation of parallel apriori algorithm.

BobXWu/HeraldElectron

BobXWu/DoubanMoiveSpider

BobXWu/Image-Correction

Correct the perspective look of an image(Python Implementation)

BobXWu/topic_interpretability

Computation of the semantic interpretability of topics produced by topic models.

BobXWu/AKEW

BobXWu/bobxwu