[mlpack] Text summarization models in mlpack

Namrata Mukhija namratamukhija at gmail.com
Wed Feb 20 12:41:05 EST 2019


Hi Marcus,

I'd like to take this up then. Have opened an issue in mlpack to track
this,and discuss outcomes.

Thanks,
Namrata

On Tue, Feb 19, 2019 at 12:45 AM Marcus Edel <marcus.edel at fu-berlin.de>
wrote:

> Hello Namrata,
>
> up to you, was just an idea, I think since you are already familiar with
> the
> topic, you might be even faster, but I don't think we have to rush anything
> here.
>
> Thanks,
> Marcus
>
> On 18. Feb 2019, at 17:08, Namrata Mukhija <namratamukhija at gmail.com>
> wrote:
>
> Hi Marcus,
>
> I was more inclined towards implementing this myself with of course,
> mentorship from the mlpack community. I was thinking of starting this
> month, if the community thinks this is a good idea and if we decide on the
> outcomes we are looking at the completion of this project.
>
> I understand that a student working full-time on this would give us more
> output in a shorter time frame, and would still love to mentor this project
> if you would still like to go ahead with putting it up as a GSOC project
> instead. [Maybe I can then take up implementing smaller parts of it before
> GSOC begins like the attention model etc].
>
> Let me know what you think.
>
> Thanks,
> Namrata
>
> On Sun, Feb 17, 2019 at 7:57 PM Marcus Edel <marcus.edel at fu-berlin.de>
> wrote:
>
>> Hello Namrata,
>>
>> at least there is no ready to use model; I agree this would be an
>> interesting
>> project and could fit into the current nn architecture. This is just an
>> idea,
>> perhaps we could offer this as a GSoC project anyway if we can find
>> someone from
>> the mlpack community so that you two could mentor the project. Let me
>> know what
>> you think.
>>
>> Thanks,
>> Marcus
>>
>> On 17. Feb 2019, at 11:41, Namrata Mukhija <namratamukhija at gmail.com>
>> wrote:
>>
>> Hi,
>>
>> Are there any existing implementation of text summarization models in
>> mlpack currently? If not, I'm really interested in implementing the pointer
>> generator model <https://arxiv.org/pdf/1704.04368.pdf> for abstractive
>> text summarization since I have implemented parts of it in another
>> framework. This isn't a GSOC idea since I'm currently working and not a
>> student. I was hoping to take it up if the mentors at mlpack have some time
>> before GSOC begins in May. I have contributed to mlpack an year ago and
>> would love to continue again now.
>>
>> Thanks,
>> Namrata
>> --
>> Namrata Mukhija
>> Software Engineer, Microsoft (India Development Centre)
>> 2018 NSIT graduate
>>
>> _______________________________________________
>> mlpack mailing list
>> mlpack at lists.mlpack.org
>> http://knife.lugatgt.org/cgi-bin/mailman/listinfo/mlpack
>>
>>
>>
>
> --
> Namrata Mukhija
> Software Engineer, Microsoft (India Development Centre)
> 2018 NSIT graduate
>
>
>

-- 
Namrata Mukhija
Software Engineer, Microsoft (India Development Centre)
2018 NSIT graduate
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