Git Product home page Git Product logo

knoex's People

Contributors

cartisan avatar kstandvoss avatar mome avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar

knoex's Issues

concept_former -> compare_easies conflates senses

In compare_easies for a term t we find the most apprpriate synset s_x by computing the similarity scores for all of it's possible synsets s_1, ..., s_n and taking the synset with the biggest similarity.

The similarity score for asynset s_i is computed by summing up all the distances of this synset and the synsets from the flattened rest-list (containing the synsets of the othe terms).
Since the flattened rest-list contains for each term ALL of it's possible synsets the computed similarity picks out words that are closeest to all possible meanings of a term instead of finding the combination of closest synsets.

Minimalist example:
Two terms t (snake) and u (mouse).
Four synsets: s_t1 (animal), s_t2 (bad person) and s_u1 (animal), s_u2 (shy person)
We compute:
P(s_t1) = d(s_t1, s_u1) + d(s_t1, s_u2) = 1,1
P(s_t2) = d(s_t2, s_u1) + d(s_t2, s_u2) = 1,5

Thus apparently bad person is more similar to "animal and shy person" than animal is to "animal and shy person". But this doesn't help us disambiguate things. Instead we probably want to have similarity scores of synset-tuples:

P(s_t1, s_u1) = d(s_t1, s_u1) = 0,8
P(s_t1, s_u2) = d(s_t1, s_u2) = 0,4
P(s_t2, s_u1) = d(s_t2, s_u1) = 0,3
P(s_t2, s_u2) = d(s_t2, s_u2) = 0,9

Which would tell us that the most probable combination of synsets is the persons interpretation.

(@kstandvoss: Just random musing while incorporating our project into the souma study report. Please tell me what you think! :) )

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.