Find Jobs
Hire Freelancers

simple NLP (natural language processing) Task

$10-30 USD

Fullført
Lagt ut omtrent 5 år siden

$10-30 USD

Betalt ved levering
The task is to create simple chat bot based on the similar text search using one of the libraries like annoy ([login to view URL] ) or faiss or some other for the approximate nearest neighbours indexing. The steps to implement something that sort of works would be: 1. Collect some dialog dataset or some text document (e.x. project gutenberg would be a good source for the former as it is cleaner than wikipedia but feel free to choose whatever you wants.) 2. Index all or part of the text using vector representation of the sentences. Vector representation can be calculated with the spacy library ([login to view URL]) or any other technique like tf-idf or whatever one wants. 3. Use user prompt as the search vector (after representing it as vector using Spacy or any other library/model) and retrieve e.x. closest, not exactly the same, neighbor 4. When the data set that is being used is a dialog data set, use the return to the nearest neighbour (the prompt from the second dialog member). When the dataset is a book or a wikipedia, use the nearest neighbor as the answer.
Prosjekt-ID: 18658821

Om prosjektet

4 forslag
Eksternt prosjekt
Aktiv 5 år siden

Ønsker du å tjene penger?

Fordeler med budgivning på Freelancer

Angi budsjettet og tidsrammen
Få betalt for arbeidet ditt
Skisser forslaget ditt
Det er gratis å registrere seg og by på jobber
Tildelt til:
Brukeravatar
Hello, Hope you are doing well. Just wanted to share that i have a good hand with probability and statistics. I am fairly comfortable with Python & R to support variety of Data science and Statistical Analysis tasks. I have experience with NLP though not specifically annoy library. I am trying to do something similar for myself using spacy and hence your assignment is interesting to me. Feel free to drop in over chat so that we can discuss more on this. Cheers, Akarsh
$25 USD om 5 dager
4,9 (4 omtaler)
2,5
2,5
4 freelancers are bidding on average $39 USD for this job
Brukeravatar
Hi,i'm a data scientist with a BS degree in computer science i will do your task as fast as i can and i will achieve it exactly as you want,don't worry about any thing contact me for discussion
$50 USD om 3 dager
4,9 (13 omtaler)
3,6
3,6
Brukeravatar
I've completed similar task for my master degree studing, so it's not problem for me. Also I have experience in developing chat bots for some platform and strong experience in Python. I've requested a little bit more reward than you specified because I guess it's not absolutelly clear task and probably there will be some bottle necks and technical problems during implementation. I'll complete your task approximate in 5-6 days because of I can spent only 3-4 hours per day on the task. And some technical questions need to be clarified if you'll pick me: shall I write complete chat bot or only part with NLP, chat bot for which messenger you want and others. Thank you.
$45 USD om 5 dager
5,0 (1 omtale)
0,6
0,6

Om klienten

POLANDs flagg
Gdansk, Poland
0,0
0
Betalingsmetode bekreftet
Medlem siden nov. 13, 2018

Klientbekreftelse

Takk! Vi har sendt deg en lenke for at du skal kunne kreve din gratis kreditt.
Noe gikk galt. Vær så snill, prøv på nytt.
Registrerte brukere Publiserte jobber
Freelancer ® is a registered Trademark of Freelancer Technology Pty Limited (ACN 142 189 759)
Copyright © 2024 Freelancer Technology Pty Limited (ACN 142 189 759)
Forhåndsvisning innlasting
Tillatelse gitt for geolokalisering.
Påloggingsøkten din er utløpt og du har blitt logget ut. Logg på igjen.