sMattGuy
commented
6 months ago An issue with this is that we cannot add new vectors to the GloVe dictionary. We will need to find a different way to calculate these new vectors and store them.
Open Gildian opened 6 months ago
sMattGuy
commented
6 months ago An issue with this is that we cannot add new vectors to the GloVe dictionary. We will need to find a different way to calculate these new vectors and store them.
The bot currently struggles with proper nouns, specifically of people and places that are not already known to glove vectors. A proposed solution is making our own vector if it is not recognized by using the euclidean distance between categories. An example of categories for Selena Gomez. Below.
[1992 births](https://en.wikipedia.org/wiki/Category:1992_births)[21st-century American actresses](https://en.wikipedia.org/wiki/Category:21st-century_American_actresses)[21st-century American singers](https://en.wikipedia.org/wiki/Category:21st-century_American_singers)[21st-century American women singers](https://en.wikipedia.org/wiki/Category:21st-century_American_women_singers)[Actresses from Texas](https://en.wikipedia.org/wiki/Category:Actresses_from_Texas)[American child actresses](https://en.wikipedia.org/wiki/Category:American_child_actresses)[American child singers]If we are able to get vectors such as Actress, American or Singer we are able to calculate our own vector.