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contextual-topic-model-bridging-nations
juliamendelsohn/contextual-topic-model-bridging-nations
contextual-topic-model-bridging-nations is a machine learning model from juliamendelsohn. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as cc.
This is the contextualized topic model trained on European Twitter data and used for cross-lingual topic analysis in the ICWSM paper "Bridging Nations: Quantifying the Role of Multilinguals in Communication on Social…
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Updated Apr 10, 2023
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- License
- cc
- Access
- Public
- Created
- Apr 10, 2023
- Updated
- Apr 10, 2023
- SHA
- 6775d9c2
Model card
From the Hugging Face model README
This is the contextualized topic model trained on European Twitter data and used for cross-lingual topic analysis in the ICWSM paper "Bridging Nations: Quantifying the Role of Multilinguals in Communication on Social Media" (Mendelsohn et al., 2023).
Code for training and inferring topics: https://github.com/juliamendelsohn/bridging-nations/blob/main/src/topic_analysis/train_contextualized_topic_model.py More details about contextualized topic models: https://contextualized-topic-models.readthedocs.io/en/latest/introduction.html
- License
- cc
- Created
- Apr 10, 2023
- Updated
- Apr 10, 2023