#自然语言处理#Topic Modelling for Humans
翻译 - 人类主题建模
A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021 (Bianchi et al.).
Implementation of topic models based on neural network approaches.
Implementation of various topic models
implemented : lsa, plsa, lda
Tensorflow implementation for prodLDA and NVLDA.
Topic Modeling in Embedding Spaces
Topic modeling with latent Dirichlet allocation using Gibbs sampling
Topic modelling software using non-parametric methods
A Python Package containing wrappers for topic models, including TND, NLDA, GTM, and temporal topic-noise models.
Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)
Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
A curated list on the topic of open business models and strategies
#自然语言处理#Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
翻译 - 即插即用语言模型实现。允许引导GPT-2模型的主题和属性。
Experimentation code for the article "Building Topic Models Based on Anchor Words" based on the paper "Learning Topic Models: Going beyond SVD" by Sanjeev Arora, Rong Ge, and Ankur Moitra.
Repo for Code, Topic Models, and PyLDAVis from Masters Paper
#数据仓库#awesome-public-datasets - 收集了各种类别的开源数据，包括但不限于经济、农业、生物、民生、气象、数据安全等等
TopicModel4J: A Java Package for Topic Models (Contain LDA, Collapsed Variational Bayesian Inference for LDA, author-topic model, BTM, dirichlet multinomial mixture model, DPMM, Dual Sparse Topic Mode...
Biterm Topic Model
TensorFlow 构建的模型和示例