DETM
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adjidieng
Hi, Would you be able to point me in the direction where I can get the file "**embeddings.pkl**" mentioned in the main ` print('Getting embeddings ...') emb_path = args.emb_path vect_path...
Hi, @adjidieng How do I obtain the document-topic proportions for each document in the corpus? Thank you Luke
Hi, is it possible to show the evolution of term embeddings over times? At the moment the main.py shows the evolution of most prominent words per topic over time, but...
Thanks for your sharing. I wish to conduct an analysis on the topic changes on twitter. I wonder whether DETM is suitable for doing this.
Thanks for the interesting paper and great repository. I have a few clarification questions regarding the method and the code that I was wondering if you could help me with....
Hi there, I ran https://github.com/adjidieng/DETM/blob/master/scripts/data_undebates.py on the kaggle data for un debates (as link in your paper: https://www.kaggle.com/unitednations/un-general-debates) but I am unable to reproduce the preprocessed data you linked here...
I was wondering whether/how I can get the final distribution of topics over documents or time slots? Is that not possible with DETM? I have started applying and going through...
Can someone tell me why we optimize NELBO? In the paper it only said "We optimize the ELBO with respect to the variational parameters." As far as I understand it...
… Use var.detach().numpy() instead on Line 507 (Tested on PyTorch 1.1.0 with Ubuntu 20.04, Mac OS 10.15) ref: https://stackoverflow.com/questions/55466298/pytorch-cant-call-numpy-on-variable-that-requires-grad-use-var-detach-num/56023903 ALSO: deleted trailing white spaces
Hi, is D-ETM good for streamin data sources? How do you suggest training in mini-batches of data as it accumulates? I also have another related question. I understand that DETM...
