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Centrality Measures for Graph-Based Keyphrase Extraction

This archive contains the code and data used in the paper:

A Comparison of Centrality Measures for Graph-Based Keyphrase Extraction
Florian Boudin
In Proceedings of IJCNLP 2013

This code is frozen as of the version used to obtain the results in the paper. It will not be maintained.

To run the system:

cd src/
./run_experiments.sh

Archive content:

data/ <- contains the datasets used in the experiments
----/deft/ <- DEFT dataset
----/semeval/ <- Semeval dataset
----/inspec/ <- Inspec dataset
----/references/ <- gold standard for evaluation

src/ <- code for running the system
---/kokako_0.1/ <- module for graph-based keyphrase extraction
---/keyphrase-evaluation_XXX.py <- evaluation scripts for XXX dataset
---/keyphrase-extraction.py <- script for extracting keyphrases
---/run_experiments.sh <- script for running the experiments

output/ <- ranked keyphrases and evaluation results

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