Unsupervised embeddings
Vector + Similarity Is All You Need
Unsupervised embeddings
Why to use?
Online
Fast
Robust
Production-ready
Unsupervised embeddings
When to use?
Text classification
Sentiment analysis
Search engines
NER
Topic modeling
...
Maintainers
∞ - XX 2016
XX 2016 - May 2017
May 2017 - Feb 2019
Feb 2019 - ∞
Radim Řehůřek
Lev Konstantinovskiy
Ivan Menshikh
Michael Penkov
Why I'm here?
Core developers
Core developers
Students
NMF
FastText (cython)
gensim-data
FastText (python)
TM Viz
Corpusfile
ATM
Doc
Core developers
Students
Radom contributors
@544895340
@AMR
@AadityaJ
@Alexjmsherman
@AustenLamacraft
@CLearERR
@Cheukting
@DennisChen0307
@ELind77
@ElSaico
@Fil
@HodorTheCoder
@IrinaGoloshchapova
@Jayantj
@JonathanHourany
@Karamax
@KenjiOhtsuka
@KiddoZhu
@KokuKUSIAKU
@Kreiswolke
@LShostenko
@Laubeee
@MridulS
@MritunjayMohitesh
@PeteBleackley
@PeterHamilton
@RishabGoel
@RunHorst
@SamriddhiJain
@Shiki
@Stamenov
@Stigjb
@TheFlash10
@Utkarsh
@VorontsovIE
@Witiko
@Xinyi2016
@Zohaggie
@abhinavchawla
@accraze
@ajkl
@akarazeev
@akutuzov
@alantian
@alexgarel
@allenyllee
@andrewjlm
@aneesh
@anmol01gulat
@anmolgulati
@anujkhare
@aquatiko
@arlenk
@arttii
@bahbbc
and many others
Goal: improve project
ULMFit, BERT, LASER, etc ...
Take a free sticker here