Find a method to map tags to stereotypes

ptypes-nlesc / stereotype-map

Mapping videos and predefined stereotypes using word embeddings

https://stereotype-map.readthedocs.io/en/latest/

Apache License 2.0

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Find a method to map tags to stereotypes #13

Open lyashevska opened 3 months ago

lyashevska commented 3 months ago

Describe stereotypes shortlisted in ptypes-nlesc/ptypes-topic-modeling#6 with predefined tags (e.g. tag1=0.5, tag2=0.2, tag3=0.1, ...) and vice versa e.g. tags1 contributes to stereotype1=0.1, stereotype2=0.3, etc)

[ ] latent semantic indexing?
[x] word embedding (relates to ptypes-nlesc/ptypes-topic-modeling#5) and cosine similarity-based method
[ ] others?

lyashevska commented 2 months ago

stereotypes and a list of tags that represent one video are mapped via word embedding now, see https://github.com/ptypes-nlesc/data-profiling/pull/14 Keep this issue open for now because not all aspects were addressed.