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Adjective Ordering

Generating Definitions

adjective_and_definition_retrieval.py - creates the file temperature_definitions.csv The header of this csv file is:

Source,Relation,Word,WordNet Definition,Wiktionary Definition,Oxford Definition

Usage

python adjective_and_definition_retrieval.py --help
usage: adjective_and_definition_retrieval.py [-h] [--wiktionary WIKTIONARY]
                                             input_term

positional arguments:
  input_term            A string containing an attribute i.e. "temperature"

optional arguments:
  -h, --help            show this help message and exit
  --wiktionary WIKTIONARY
                        Path to 2011-08-01_OntoWiktionary_EN.xml.bz2

This script also gets the credentials for the Oxford API, if using, through environment variables.

  • OXFORD_API_ID=eXXXXXXX
  • OXFORD_API_KEY=key-here

Register for credentials here: https://developer.oxforddictionaries.com

Example

OXFORD_API_ID=eXXXXXXX OXFORD_API_KEY=key-here python adjective_and_definition_retrieval.py temperature --wiktionary '../data/2011-08-01_OntoWiktionary_EN.xml.bz2'

Equation Creation

equation_creation.py - creates the file temperature_equations.csv

  • Make sure to run python -m spacy download en_depent_web_md to get the latest data from spacy.

Usage

python adjective_and_definition_retrieval.py --help
	usage: adjective_and_definition_retrieval.py [-h] [--see_also]
                                             wiktionary input_term

positional arguments:
  wiktionary  Path to 2011-08-01_OntoWiktionary_EN.xml.bz2
  input_term  A string containing an attribute i.e. "temperature"

optional arguments:
  -h, --help  show this help message and exit
  --see_also  Should the definitions collected include the `see-also` wordnet
              relation?

Example

python adjective_and_definition_retrieval.py '../data/2011-08-01_OntoWiktionary_EN.xml.bz2' speed --see_also

Matrix Creation

matrix_creation.py - creates the file temperature_results.csv

Usage

python matrix_creation.py --help
usage: matrix_creation.py [-h] [--output OUTPUT] input_term equations_path

positional arguments:
  input_term       A string containing an attribute i.e. "temperature"
  equations_path   Input path to the equations file. Expected csv header:
                   Word,Variable,Factor,Definition,Deduced Output from
                   `equation_creation.py`

optional arguments:
  -h, --help       show this help message and exit
  --output OUTPUT  Output path for the equations csv file. Defaults to
                   `input_term`_equations.csv

Example

python matrix_creation.py temperature ./temperature_equations.csv --output temperature_results.csv

Wiktionary Dict

wiktionary_dict.py

Score

score.py