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Michal Štefánik
ARQMath-eval
Commits
64d91468
Commit
64d91468
authored
Jun 02, 2020
by
Vít Novotný
Browse files
Remove workers from LEGEND
parent
1a97266a
Pipeline
#61722
canceled with stage
Changes
2
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1
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task1-votes/ayetiran/LEGEND.md
View file @
64d91468
...
...
@@ -20,10 +20,8 @@ The [Formula2Vec system][scm-at-arqmath] recogizes the following parameters:
-
min-count – the minimum term frequency
-
vector-size – vector dimensions
-
window – window size
-
workers – the number of threads used for
[
hogwild
][]
-
epochs – the number of epochs
[
arxmliv-08-2019
]:
https://sigmathling.kwarc.info/resources/arxmliv-dataset-082019/
[
collocation detection
]:
https://radimrehurek.com/gensim/models/phrases.html
[
hogwild
]:
https://papers.nips.cc/paper/4390-hogwild-a-lock-free-approach-to-parallelizing-stochastic-gradient-descent
[
scm-at-arqmath
]:
https://gitlab.fi.muni.cz/xnovot32/scm-at-arqmath
(Soft Cosine Measure at ARQMath)
task1-votes/xnovot32/LEGEND.md
View file @
64d91468
...
...
@@ -23,7 +23,6 @@ The [SCM system][scm-at-arqmath] recogizes the following parameters:
-
sg – the skipgram model
-
size – vector dimensions
-
window – window size
-
workers – the number of threads used for
[
hogwild
][]
-
Soft Cosine Measure:
-
dominant – whether the term similarity matrix will be strongly diagonally dominant
-
nonzero-limit – the maximum number of non-zero elements outside the diagonal in a single column of the term similarity matrix
...
...
@@ -33,6 +32,5 @@ The [SCM system][scm-at-arqmath] recogizes the following parameters:
[
arxmliv-08-2019
]:
https://sigmathling.kwarc.info/resources/arxmliv-dataset-082019/
[
collocation detection
]:
https://radimrehurek.com/gensim/models/phrases.html
[
hogwild
]:
https://papers.nips.cc/paper/4390-hogwild-a-lock-free-approach-to-parallelizing-stochastic-gradient-descent
[
scm-at-arqmath
]:
https://gitlab.fi.muni.cz/xnovot32/scm-at-arqmath
(Soft Cosine Measure at ARQMath)
[
term similarity matrix formula
]:
https://arxiv.org/pdf/2003.05019.pdf#page=4
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