Hi Philipp,
we are very interested in topic 5.15, which I think can be tackled quite
nicely in the GSoC format. I would suggest you submit a proposal to
Melange, so we can give feedback there. In general, for this project, it
would be good to familiarize yourself with the way the disambigutation is
performed in Spotlight (currently with 'dumb' context vectors; this is
probably a good starting point in the code: [1]).
Best,
Jo
[1]
https://github.com/dbpedia-spotlight/dbpedia-spotlight/blob/master/core/src/main/scala/org/dbpedia/spotlight/db/DBTwoStepDisambiguator.scala
On Tue, Mar 17, 2015 at 4:31 PM, Philipp Dowling <[email protected]>
wrote:
> Hey everyone,
>
> My name is Philipp, I'm from Germany and I'm happy to meet you guys! I
> mostly do work in computational linguistics and NLP, so DBpedia was one of
> the most interesting projects in GSoC this year for me. My main strengths
> and/or interests are continuous space vector models, neural networks and
> information retrieval.
>
> A little bit about me: I'm just about finished with my undergrad studies
> in Munich, and will start my masters next. Most recently, I was in Hong
> Kong for my B.Sc. thesis, conducting research on semantic MT evaluation. I
> also work at a local startup, building data mining and knowledge discovery
> systems.
>
> To be more specific about my interests for GSoC: I'm most interested in
> tasks 5.15, 5.1, 5.9 and 5.12 (roughly in that order).
> 5.15 especially overlaps a lot with research I've been doing for my
> thesis, where I investigated the performance of continuous space models
> such as Word2Vec as a replacement for discrete context vectors, with very
> positive results. I got very familiar with different vector models from
> this, and would love to now continue working on something like this in a
> knowledge mining context.
> I also got exposed to frame semantics a little in the same context, and
> I'm currently working on knowledge mining, so 5.1 would also be a very
> interesting project.
> I'll come back with more specific questions when I've gotten a chance to
> look at everything else in detail, but overall I'm very excited to start
> getting to work!
>
> I'll get into some of the warm up tasks as soon as I get a chance. I
> haven't worked with DBpedia much before, so it'll be interesting to dive
> into the code base.
>
> Cheers,
> Philipp Dowling
>
>
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