3 ms·
interesting that 'artists' is a furthest neighbor of 'man' in the example
by newman8r 9y ago
interesting that 'artists' is a furthest neighbor of 'man' in the example
- maxlam 9y agoThis might be because "Artist" has an uppercase "A" -- I trained all the word vectors to be case sensitive so "Artist" is not the same as "artist" (which should be closer to "man" than "Artist")
- NKCSS 9y agoWhy would you do that? If you look at something like LSA, they goal is to uniform those, rather than distinguish. artist and Artist should be (near)100% match; what are you trying to do here?
- maxlam 9y agoMain reason I did it this way is because Facebook's DrQA (which I evaluate the vectors on for the SQuAD task) uses case sensitive vectors. Was a tough decision between choosing whether to train case sensitive vectors / case insensitive vectors and a future task would be to train case-insensitive vectors.
- newman8r 9y agoMakes sense. The plural vs singular probably impacts that one too.