On Mon, Mar 27, 2017 at 10:12 AM, Ben Goertzel <[email protected]> wrote: > Now, the distinction between word2vec and sense2vec may indeed be > relevant here, because a word may be meaningfully be placed into two > categories at this stage (i.e. word sense disambiguation). So we may > want to do something like they describe in this paper > > https://pdfs.semanticscholar.org/142f/38642629b9d268999ad876af482177d36697.pdf > > which is similar to sense2vec but slower to run, but has the advantage > of (unlike sense2vec) not requiring labeled training examples
Code corresponding to the above paper is here: https://github.com/ninjin/huang_et_al_2012 A simpler, faster (but maybe worse) approach to the same problem is embodied in this code https://github.com/nishantrai18/cs671project The latter simpler code would be "easy" to apply to the current context, because it's based on postprocessing word2vec vectors, so I suppose one could apply it to postprocessing word2vec-type vectors obtained from "disjunct vectors" that are produced from ensembles of parse trees... -- Ben -- Ben Goertzel, PhD http://goertzel.org “Our first mothers and fathers … were endowed with intelligence; they saw and instantly they could see far … they succeeded in knowing all that there is in the world. When they looked, instantly they saw all around them, and they contemplated in turn the arch of heaven and the round face of the earth. … Great was their wisdom …. They were able to know all.... But the Creator and the Maker did not hear this with pleasure. … ‘Are they not by nature simple creatures of our making? Must they also be gods? … What if they do not reproduce and multiply?’ Then the Heart of Heaven blew mist into their eyes, which clouded their sight as when a mirror is breathed upon. Their eyes were covered and they could see only what was close, only that was clear to them.” — Popol Vuh (holy book of the ancient Mayas) -- You received this message because you are subscribed to the Google Groups "opencog" group. To unsubscribe from this group and stop receiving emails from it, send an email to [email protected]. To post to this group, send email to [email protected]. Visit this group at https://groups.google.com/group/opencog. To view this discussion on the web visit https://groups.google.com/d/msgid/opencog/CACYTDBcLvj7FWqcJcYtDzH%2Bq%3DZH5fqo2oDFZtL95UPGT8qjihQ%40mail.gmail.com. For more options, visit https://groups.google.com/d/optout.
