Topic Modelling for Humans
Machine learning, in numpy
Leveraging BERT and c-TF-IDF to create easily interpretable topics.
Top2Vec learns jointly embedded topic, document and word vectors.
Beautiful visualizations of how language differs among document types.
A Python toolbox for gaining geometric insights into high-dimensional data
Interact, analyze and structure massive text, image, embedding, audio and video datasets
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.).
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
Hierarchical unsupervised and semi-supervised topic models for sparse count data with CorEx
An off-the-shelf tool for Chinese Keyphrase Extraction 一个快速从中文里抽取关键短语的工具，仅占35M内存 www.jionlp.com
semi supervised guided topic model with custom guidedLDA
Various Algorithms for Short Text Mining
Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"
Concept Modeling: Topic Modeling on Images and Text
Text Mining and Topic Modeling Toolkit for Python with parallel processing power
🗺️ Data Cleaning and Textual Data Visualization 🗺️
The purpose of this project was to defeat the current Application Tracking System used by most of the organization to filter out resumes. In order to achieve this goal I had to come up with a universal score which can help the applicant understand the current status of the match. The following steps were undertaken for this project 1) Job Descri…
The official implementation of ACL 2019 paper "Topic-Aware Neural Keyphrase Generation for Social Media Language"
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