BTW this paper nicely explains how word2vec is essentially doing a kind of factorization of a matrix of mutual information values...
https://levyomer.files.wordpress.com/2014/09/neural-word-embeddings-as-implicit-matrix-factorization.pdf On Mon, Mar 27, 2017 at 9:36 PM, Cassio Pennachin <[email protected]> wrote: > Hi, > >> However, we suggest to do this NOT from parse trees obtained using a >> grammar learned from supervised training or provided by hand-coding; >> but rather from parse trees obtained via unsupervised learning. > > > Ah, this is the bit I was missing. > >> >> Referring to >> >> https://arxiv.org/pdf/1401.3372.pdf >> >> I am suggesting word2vec style embedding as a tool to assist with the >> "grouping" referred to in step 4 in the numbered list at the start of >> section 5.1; i.e. in Step 2 of the numbered list occurring after the >> bullet list in section 5.2.2, which reads >> >> "2. Cluster words into categories based on the similarity of their >> associated usage links" > > > Got it, thanks. > > Cassio > -- > Cassio Pennachin > > -- > 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/CADwLDSTAwTGHninLdkiExtd-kePKdi_3q2W99OveqkPRo5b1bg%40mail.gmail.com. > > For more options, visit https://groups.google.com/d/optout. -- 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/CACYTDBcgzbvve4k-wfrzC0MfV5YJMctczoV0%2BD5Sow%2BeNZtywg%40mail.gmail.com. For more options, visit https://groups.google.com/d/optout.
