[CaCL] Similarity shared task papers

[William Schuler]

Hi all,

Reminder: cacl today at 10:30 in oxley 24.

Reading will be the 'long' (8 page) paper, below.



On Tue, Sep 9, 2014 at 5:57 PM, Marten van Schijndel <
van-schijndel.1 at buckeyemail.osu.edu> wrote:

> Hey guys,
> I just remembered Omer Levy's papers from ACL/CoNLL this year, which
> might be of interest to us for the similarity shared task, especially
> since we discussed vector-based approaches ala Mikolov. Anyway, the
> longer one (8 pages; CoNLL best paper) shows how vector-based approaches
> are equivalent to combinations of simpler similarity metrics and
> responds to the findings of Baroni et al (2014) from ACL. The shorter
> one (5 pages; ACL) looks at using dependency graphs to determine the
> context of vector-based approaches instead of simple ngram contexts.
>
> Short:
>
> http://levyomer.files.wordpress.com/2014/04/dependency-based-word-embeddings-acl-2014.pdf
> Long:
>
> http://levyomer.files.wordpress.com/2014/04/linguistic-regularities-in-sparse-and-explicit-word-representations-conll-2014.pdf
>
> Anyway, thought I'd pass them along in case we want to look at them later.
>
> Marty
>
>
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