4 ms·
I'm not sure what methods they use, but the "single sentence reply suggestions" created by Google's Inbox are the highest quality natural language generation th
by will_pseudonym 10y ago
I'm not sure what methods they use, but the "single sentence reply suggestions" created by Google's Inbox are the highest quality natural language generation that I have come across.
- tyingq 10y agoI believe this is the paper that describes the approach they are using: http://www.kdd.org/kdd2016/papers/files/Paper_1069.pdf http://www.kdd.org/kdd2016/papers/files/Paper_1069.pdf Looks less like NLG, and more like picking existing responses from a (probably huge) corpus using ML. Hard to replicate unless you have access to the kind of data Google has.
- will_pseudonym 10y agoIf you think about it, all natural language generation is simply picking from a list of possible words to go next. They just do that at a sentence level.
- tyingq 10y agoHeh. I suppose, if you have enough sentences to choose from for the various combinations of words, tenses, conjugations, prepositions, and so forth. Can't imagine there's many entities that would have that much data.