... Republic of Korea, 8-14 July 2012.
c
2012 Association for Computational Linguistics
Learning the Latent Semantics of a Concept from its Definition
Weiwei Guo
Department of Computer Science,
Columbia ... latent
semantics from sense definitions to improve elesk.
However, the challenge lies in that sense defini-
tions are typically too short/sparse for latent vari-
able models to learn accurate semantics, ... will share the
same latent semantics profile, as long as they are in
the same topic/domain.
To solve the sparsity issue we use missing words
as negative evidence of latent semantics, as in (Guo
and...
... responsibilities, values,
and standards have been clearly set out on behalf of the profession by the
6 Learning medicine
The fact of the matter is that many people simply do not believe they have
a real ... encouraging male applicants, although there is as yet no
talk of quotas or positive action for men!
14 Learning medicine
GMC in Good Medical Practice, which medical students now receive soon
after arriving ... know better than others
what medical practice is all about. Most applicants have to make do with
8 Learning medicine
Broader requirements
Although all doctors need to be bright (not less perhaps...
... writing on the cards engages your kines-
thetic learning ability. Seeing the cards uses your visual
learning, and reading the cards aloud sets up auditory
learning. Flash cards are also extremely portable ... techniques to
help you absorb what you’re learning. Now it’s time to
think about where you’re going to study and what kinds
of things will enhance your learning experience.
You know that to do ... months leading up to the test.
There are five books that can be useful supple-
ments to this one. LearningExpress publishes Vocabu-
lary and Spelling Success in 20 Minutes a Day and 1001
Vocabulary...