MilaNLProc/contextualized-topic-models
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.).
PythonMIT
Issues
- 2
ImportError: cannot import name 'CombinedTM'
#147 opened by vtriv07 - 3
Variable naming issues
#145 opened by akshaylive - 1
Running cythonize failed!
#144 opened by poopkinel - 1
Add patience to reduce LR as CTM argument
#141 opened by drodrigues0 - 0
- 5
- 7
Testing with custom embedding
#139 opened by Ton-moy - 2
Deprecation Warnings
#113 opened by TudorAndrei - 7
Loading own embedding & division by zero error
#138 opened by Ton-moy - 2
AttributeError: 'CountVectorizer' object has no attribute 'get_feature_names'
#137 opened by yasminee99 - 3
Perplexity
#136 opened by hosseinfani - 4
[help] Required versions
#135 opened by RodrigoAPJ - 17
Numpy error evalation scores
#126 opened by PhDPyBoss - 10
Custom Embedding vs Vocabulary
#133 opened by raymondsim - 2
GPU and CPU usage
#132 opened by raymondsim - 1
- 4
Large Dataset
#130 opened by raymondsim - 14
How to work with Large dataset?
#129 opened by josepius-clemson - 18
representation embedding
#128 opened by josepius-clemson - 5
OSError: [Errno 22] Invalid argument
#127 opened by bilgehanozkan - 1
- 1
- 2
Inference with the last version in master
#122 opened by Elfilali-Taoufiq - 3
- 4
Regarding NPMI Score
#120 opened by raymondzmc - 3
Wondering about files's locations
#117 opened by Carrie1337 - 3
How do I use a Kitty trained model with pyLDAvis?
#116 opened by marcmaxson - 1
- 1
- 9
Getting suboptimal results for 20NG
#111 opened by Hctor99 - 2
Question regarding GPU usage
#112 opened by sersoage - 3
- 6
How are the words of the word classes chosen?
#109 opened by amirmohammadkz - 3
BrokenPipeError: [Errno 32] Broken pipe Multithread problem on Windows
#107 opened by TianlinZhang668 - 9
Random seed is not working
#106 opened by amirmohammadkz - 6
customize torch/transformers cache directory path
#105 opened by ShuzhouYuan - 4
Checking the documents inside of the topic
#104 opened by StrangeFate - 0
Custom Embedding Loading in Kitty
#85 opened by vinid - 3
- 10
Data preprocessing for 20newsgroups dataset
#89 opened by marcospiau - 5
Training combined model on Databricks hangs
#90 opened by GullyBurns - 11
- 9
- 4
More details about the predictions
#93 opened by amirmohammadkz - 1
- 2
[CTM] CUDA error on testing dataset
#92 opened by KickItLikeShika - 3
Using DeCLUTR text embeddings in CTM
#86 opened by kingafy - 1
- 6
PyLda Visualization error
#78 opened by hnxue - 1