Arthur/Zoekeend-Phrase-Indexing
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README.md

How to use

Run python3 phrase_index.py with any of the parameters listed below:

  -h, --help            show this help message and exit
  --db DB               Database file name
  --dataset DATASET     ir_datasets name (e.g., cranfield, msmarco-passage)
  --stopwords STOPWORDS Stopwords to use (english, none)
  --mode MODE           Indexing mode (duckdb, phrases)
  --min-freq MIN_FREQ   Minimum frequency for phrases (only for mode "phrases")
  --min-pmi MIN_PMI     Minimum PMI for phrases (only for mode "phrases")

Helper scripts

  • ./auto_phrase.sh and ./auto_zoekeend.sh can be used to automatically index, search and evaluate the results and store it in a results directory. auto_phrase uses phrase_index.py, while auto_zoekeend uses ze_index.py.

  • ./batch_phrase.sh can be used to create the results using multiple different variables in one go.

  • And display_results.sh can be used to display the evaluation metrics of all previous results. (So MAP, CiP, dictionary size, terms size, number of phrases, AVGDL and SUMDF)