Comments (1)
May i propose to have each of these computational linguistics algorithms ...
Lemmatization, Stemming, Inflection and derivation handling
...be split as sub project of their own 🤔 to be HTTPS "hostable" as a micro-service on their own , open to the developers with whatever tech they are comfortable in ; integrations when needed can be done will be at HTTPS layer .
For each of these algorithms, a contract can be generated like the following indicative one
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LemmatizationService
URL : [base context] /sua/lemmas
Method : POST
input : {'sentence' : ''ଏକ ନାଗରିକର ସ୍ବପ୍ନ ", 'lan':'OR'}
output : {'lemmas':["ଲ1","ଲ2","ଲ3"]} -
A team of 4 (Tech lead , SMEs for Odia , English languages , Computer science ) can form a small agile team to get these services individually
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Integration will be a separate project in itself , as an when the need arise
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When the model need to check lemmas in some phase it can call the HTTP service .
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if the network calls become an overhead we can bring the executing module behind the HTTP layer closer to the machine into a process of its own
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for further optimization when needed the same model can run in the same process as the caller
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more optimization beyond this will not be required , it will be only academic , if someone wants to do it, they can pursue , with the solutions in the field of computer science theory and applications as guides
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Related Issues (13)
- Splitting the input training pairs into train-test
- Build the translation model HOT 3
- Server to deploy the model HOT 1
- The front end of the website need to be developed HOT 1
- User Feedback support HOT 3
- Unit Test Cases HOT 1
- Prepare basic English-Odia corpus HOT 3
- CI/CD HOT 1
- Depfu Error: No dependency files found HOT 1
- Jupyter Notebook or Python HOT 1
- Prepare the list of items needed to go live HOT 1
- Finalize the input corpus pairs HOT 3
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