BobXWu/Paper-Neural-Topic-Models

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BobXWu/Paper-Neural-Topic-Models

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Papers of Neural Topic Models (NTMs)

TopMost

A Topic Modeling System Toolkit

Jupyter Notebook

NQTM

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

ECRTM

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

TSCTM

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

Multiterm-Topic-Model

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

InfoCTM

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

FASTopic

A Fast, Adaptive, Stable, and Transferable Topic Model

DecTM

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

NMTM

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

CNPMI

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

CFDTM

TraCo

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

Contrastive_Learning_NLP_Papers

Contrastive Learning for NLP Papers.

ParallelApriori

Implementation of parallel apriori algorithm.

HeraldElectron

DoubanMoiveSpider

AKEW

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