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README.md

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+CoNLL-2003 English Named Entity Recognition.
+======================================================
+
+NER challenge for CoNLL-2003 English.
+Annotations were taken from [University of Antwerp](https://www.clips.uantwerpen.be/conll2003/ner/).
+The English data is a collection of news wire articles from the [Reuters Corpus](https://trec.nist.gov/data/reuters/reuters.html), RCV1.
+
+Format of the train set
+-----------------------
+
+The train set has just two columns separated by TABs:
+
+* the expected BIO labels,
+* the docuemnt.
+
+Each line is a separate training item. Note that this is TSV format,
+not CSV, double quotes are not interpreted in a special way!
+
+Preprocessing snippet located [here](https://git.applica.pl/snippets/18)
+
+End-of-lines inside documents were replaced with the '</S>' tag.
+
+The train is compressed with the xz compressor, in order to see a
+random sample of 10 training items, run:
+
+    xzcat train/train.tsv.xz | shuf -n 10 | less -S
+
+(The `-S` disables line wrapping, press "q" to exit `less` browser.)
+
+Format of the test sets
+-----------------------
+
+For the test sets, the input data is given in two files: the text in
+`in.tsv` and the expected labels in `expected.tsv`. (The files have
+`.tsv` extensions for consistency but actually they do not contain TABs.)
+
+To see the first 5 test items run:
+
+    cat dev-0/in.tsv | paste dev-0/expected.tsv - | head -n 5
+
+The `expected.tsv` file for the `test-A` test set is hidden and is not
+available in the master branch.
+
+
+Evaluation metrics
+------------------
+
+One evaluation metric is used:
+
+* BIO-F1 
+
+Directory structure
+-------------------
+
+* `README.md` — this file
+* `config.txt` — GEval configuration file
+* `train/` — directory with training data
+* `train/train.tsv.xz` — train set
+* `dev-0/` — directory with dev (test) data (split preserved from CoNLL-2003)
+* `dev-0/in.tsv` — input data for the dev set
+* `dev-0/expected.tsv` — expected (reference) data for the dev set
+* `test-A` — directory with test data
+* `test-A/in.tsv` — input data for the test set
+* `test-A/expected.tsv` — expected (reference) data for the test set (hidden from the developers,
+   not available in the `master` branch)
+
+Usually, there is no reason to change these files.
+

config.txt

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+--metric BIO-F1 --precision 5 --gonito-host http://dgx-app.applica.pl:23800