Algorithms for Topic Modeling
submission deadline 15 Sep 2022
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Keywords: Researchers are invited to submit original papers on all aspects of topic modeling; including but not limited to:
Novel variants of LDA; NMF and neural-inspired algorithms for topic modeling.; Analysis and comparison of existing topic modeling algorithms.; Evaluation metrics for topic modeling.; Deep NMF architectures for topic modeling.; Improving the scalability of neural-inspired algorithms for topic modeling.; Algorithms to support cross-lingual topic modeling.; Topic modeling algorithms that allow the inclusion of domain information (e.g.; vectors obtained from large language models such as BERT or transformer models).; The use of topic modeling algorithms to assist with the interpretation of large language models (using transformer architectures) and deep neural networks.; Applications of topic modeling algorithms within varied domain areas including but not limited to natural language processing; bioinformatics and computer vision.; Smart user interfaces for user interaction and steering of topic modeling algorithm output.