piskvorky/gensim

sent2vec in Gensim

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#1,376 opened on May 31, 2017

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Description

The EPFL ML group have come up with a sentence embedding technique, sent2vec. The repo with the code can be found here.

It would be interesting to have this feature in Gensim, either with a wrapper or otherwise.

Contributor guide

Research direction
Study the sent2vec paper and the existing C++ implementation, then create a Gensim wrapper or implement the algorithm in Python using numpy.
Tech stack
python
Domain
backendmachine learning
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
4
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
3-5 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonNLPGensim
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40