Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings (TACL 2015)
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May 8, 2017 - Java
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short-text
Here are 18 public repositories matching this topic...
GSDMM: Short text clustering
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Sep 10, 2017 - Python
Short Text Topic Modeling, JAVA
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May 24, 2020 - Java
A Java package for the LDA and DMM topic models
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Apr 17, 2019 - Java
Convolutional Neural Network based on Hierarchical Category Structure for Multi-label Short Text Categorization
machine-learning
convolutional-neural-networks
short-text
fine-tuning
multi-label-learning
text-categorization
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Oct 21, 2019 - Python
Code for Short Text Topic Modeling with Flexible Word Patterns
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Jul 30, 2019 - Java
Our Java implementation of Self-Aggregation-Based Topic Model (SATM)
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Nov 11, 2017 - Java
Our implementation of Biterm Topic Model (BTM) (published in WWW 2013)
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Aug 2, 2017 - Java
Sylang - minimal notes
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Dec 2, 2017
An open-source, top-ranked sentiment analysis system of Spanish tweets.
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Aug 24, 2017 - Python
Our implementation of collapsed Gibbs Sampling algorithm for Dirichlet Multinomial Mixture model(GSDMM) (published in KDD 2014)
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Aug 4, 2017 - Java
The java implementation of "Enhancing Topic Modeling for Short Texts with Auxiliary Word Embeddings" TOIS 2017, Chenliang Li, Yu Duan, Haoran Wang, Zhiqian Zhang, Aixin Sun, Zongyang Ma, https://dl.acm.org/citation.cfm?doid=3133943.3091108
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Dec 21, 2018 - Java
The implementation of GPU-based Dirichlet Multinomial Mixture model (GPU-DMM) (published in SIGIR 2016)
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May 7, 2018 - Java
An open-source spell checker for texts written in Spanish, with a focus on tweets.
python
twitter
language-modeling
restful-api
spell-checker
short-text
finite-state-transducers
spanish-tweets
lexical-normalization
out-of-vocabulary
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Dec 22, 2017 - Python
Final graduation project.
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Jan 14, 2019 - Jupyter Notebook
Final graduation project. Working on short text topic identification.
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Apr 4, 2019 - C++
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The constructor for GSDMM with signature:
consumes the docs and vocab objects. This means that user will need to make copies of the data if they wish to use either of these vectors in subsequent processing.
Should be simple to refactor the interface to borrow these instea