Discover BobXWu/InfoCTM Open Source project by Xiaobao Wu (@BobXWu)

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Created almost 2 years ago
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BobXWu

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

TopMost

A Topic Modeling System Toolkit

Jupyter Notebook

163

Paper-Neural-Topic-Models

Papers of Neural Topic Models (NTMs)

NQTM

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

Python

ECRTM

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

Python

TSCTM

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

Roff

Multiterm-Topic-Model

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

Java

FASTopic

A Fast, Adaptive, Stable, and Transferable Topic Model

Python

DecTM

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

Python

NMTM

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

Python

CNPMI

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

Python

CFDTM

Python

TraCo

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

Python

Contrastive_Learning_NLP_Papers

Contrastive Learning for NLP Papers.

ParallelApriori

Implementation of parallel apriori algorithm.

Python

HeraldElectron

CSS

DoubanMoiveSpider

CSS

AKEW

bobxwu

BobXWu/InfoCTM

BobXWu

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