romanegloo

Evaluation Datasets for Word Embeddings

SimVerb-3500 [download]

semantic similarity of verbs

[sample]

hurt    offend          V       6.81    SYNONYMS
clarify worry           V       0.33    NONE

fasten attach V 8.47 HYPER/HYPONYMS

romanegloo

\begin{table*}[!htbp]
  \centering
  \ra{1.3}
  \subfloat[Results on year 2016 datasets]{
    \begin{tabular}{@{}lcrrrrrcrrrrr@{}}
      \toprule
      \multirow{2}{*}{Models} & & \multicolumn{5}{c}{Optimized ARS weights} &&
      \multicolumn{5}{c}{MAP} \\

romanegloo

On Mac OS, managing Python versions with homebrew is not trivial, almost impossible.

Here, I uninstall pre-installed python version and re-install a new specific version.

To Uninstall a Python3 version

    ls -l /usr/local/bin | grep /Library/Frameworks/Python.framework/Versions/3 | awk '{print "rm \47/usr/local/bin/" $9 "\47"}'
 ls -d /Library/Frameworks/Python.framework/Versions/3.* 2> /dev/null | awk '{print "rm -rf \47" $0 "\47"}'

romanegloo

import spacy
nlp = spacy.load('de')

for doc in nlp.pipe(texts, n_threads=16, batch_size=10000):
    analyse_text(doc)

romanegloo