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.gitignore
README.md
compute_easiest_words.py
conlleval.txt
constrained_softmax.py
convert_to_bio.py
extract_predictions.py
filter_embeddings.py
filter_embeddings_glove.py
filter_embeddings_qe.py
generate_easy_dataset.py
neftagger.py
run_nef.sh
run_nef_ner.sh
run_nef_ner_all_01.sh
run_nef_ner_baselines.sh
run_nef_pos_tagging.sh
run_nef_pos_tagging_all_01.sh
run_nef_pos_tagging_baselines.sh
run_nef_quality_estimation.sh
run_nef_quality_estimation_all_01.sh
run_nef_quality_estimation_baselines.sh
stats.txt
util.py

README.md

Before starting, install the Dynet version forked at https://github.com/andre-martins/dynet in your system.

To run easy-first taggers for POS tagging:

  1. Put your text files in a folder pos_tagging/data.
  2. Get your embeddings and run script filter_embeddings.py to get embeddings for your train, dev, and test files.
  3. Run ./run_nef_pos_tagging_all_01.sh en-ud constrained_softmax -1 0.2 & and look at the log file in pos_tagging/logs/english/

To run easy-first taggers for NER:

  1. Put your text files in a folder ner/data.
  2. Get your embeddings and run script filter_embeddings.py to get embeddings for your train, dev, and test files.
  3. Run ./run_nef_ner_all_01.sh english constrained_softmax 5 0.3 & and look at the log file in ner/logs/english/
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