bobxwu Goto Github PK

bobxwu

cnpmi

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

dectm

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

doubanmoivespider

ecrtm

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

heraldelectron

image-correction

Correct the perspective look of an image(Python Implementation)

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)

nmtm

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

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)

parallelapriori

Implementation of parallel apriori algorithm.

topic_interpretability

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

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)