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Create Answer detection module #18

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mageirakos opened this issue Aug 11, 2020 · 1 comment
Closed

Create Answer detection module #18

mageirakos opened this issue Aug 11, 2020 · 1 comment
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enhancement New feature or request

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Motivation

A crucial step to a Question Answering system is the actual aswering part, we need to create the bot's module that wil provide our answer-detection capabilities.

Modification

Utilize transformers library to integrate BERT and/or other models into our pipeline. End result should have module and related scripts for answer detection. When question and context is given, an answer should be returned.
@mageirakos mageirakos added the enhancement New feature or request label Aug 11, 2020
@mageirakos mageirakos self-assigned this Aug 11, 2020
mageirakos added a commit that referenced this issue Aug 11, 2020
@mageirakos
initial commit; relates #18
a53385a
mageirakos added a commit that referenced this issue Aug 11, 2020
@mageirakos
initial commit; relates #18
d4a8c5e
mageirakos added a commit that referenced this issue Aug 20, 2020
@mageirakos
moved dir creation from setup to build_donkeybot; relates #18
c60e039
mageirakos added a commit that referenced this issue Aug 20, 2020
@mageirakos
add models_dir;relates #18
3d2feeb
mageirakos added a commit that referenced this issue Aug 20, 2020
@mageirakos
expand build_donkeybot for #18
6f427f0
mageirakos added a commit that referenced this issue Aug 20, 2020
@mageirakos
added model and option to download all models; relates #18
d32f692
mageirakos added a commit that referenced this issue Aug 21, 2020
@mageirakos
add methods for answers table; relates #18
2eca75f
mageirakos added a commit that referenced this issue Aug 21, 2020
@mageirakos
add brain module; relates #18
021f3fd
mageirakos added a commit that referenced this issue Aug 21, 2020
@mageirakos
add Answer and AnswerDetector; relates #18
f781b47
mageirakos added a commit that referenced this issue Aug 21, 2020
@mageirakos
add ask_donkeybot.py; relates #18
8c5a2c8
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commit 6f427f0 which works on build_donkeybot is actually for #24

mageirakos added a commit that referenced this issue Aug 22, 2020
@mageirakos
add label for supervision capabilities; relates #18
08ff376
mageirakos added a commit that referenced this issue Aug 22, 2020
@mageirakos
add label;add faq origin; relates #18 and #26
6e9ff79
mageirakos added a commit that referenced this issue Aug 22, 2020
@mageirakos
rename metadata question to most_similar_question;relates #18
67c015a
mageirakos added a commit that referenced this issue Aug 22, 2020
@mageirakos
remove extra metadata;relates #18
13e981f
mageirakos added a commit that referenced this issue Aug 22, 2020
@mageirakos
Merge pull request #29 from rucio/develop
f792947 
expand to use FAQs, add AnswerDetection module, add build_donkeybot; closes #28 #27 #26 #18
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