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Intro

Getting GEval evaluation tool (should work on 64-bit Linuxes); other options for installation at https://gitlab.com/filipg/geval#installing

wget https://gonito.net/get/bin/geval
chmod u+x geval
./geval --version

Cloning a challenge with a sample solution

git clone --single-branch git://gonito.net/twitter-sentiment-analysis -b submission-04376
cd twitter-sentiment-analysis

Evaluating the solution

../geval -t dev-0

Show the first items evaluated

../geval -t dev-0 --line-by-line | head -n 5

Show me the worst 5 items

../geval -t dev-0 --line-by-line -s | head -n 5

Show me the features which worsen the results a lot

../geval -t dev-0 -w | head -n 20

What's wrong with "Lol"?

../geval -t dev-0 --line-by-line --filter 'in<1>:lol' | shuf -n 2

Puzzle — what's wrong in this output of a Machine Translation system?

cd ..
git clone https://gitlab.com/filipg/wmt-2017.git -b submission-01229 --single-branch

Kleister information extraction challenges

git clone https://github.com/applicaai/kleister-nda
cd kleister-nda
cat dev-0/expected.tsv | head -n 1
cd ..

git clone https://github.com/applicaai/kleister-charity
cd kleister-charity
cat dev-0/expected.tsv | head -n 1
cd ..

Sample solution to Kleister NDA

git clone https://github.com/applicaai/kleister-nda -b baseline
cd kleister-nda

../geval -t dev-0

../geval -t dev-0 --line-by-line -s | cut -f 1,4-5 | head -n 10

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