{"categories":[{"label":"Linguistic","url":"https://skillfed.io/packages/category/text-processing-linguistic"}],"enrichment":{"capability":"Computes ROUGE scores (Recall-Oriented Understudy for Gisting Evaluation) to measure text summarization quality by comparing generated text against reference text.","skillfed_tags":["nlp-evaluation","summarization-metrics"],"use_cases":["Evaluate abstractive text summarization models by comparing generated summaries to human-written references","Batch-score multiple hypothesis-reference pairs from files to assess summarization system performance","Integrate ROUGE scoring into NLP evaluation pipelines for research or production summarization systems","Command-line scoring of individual text pairs without writing Python code"],"what_it_does":"Rouge is a pure Python implementation of the ROUGE metric, a standard evaluation framework for text summarization. It computes precision, recall, and F1 scores across ROUGE-1 (unigram), ROUGE-2 (bigram), and ROUGE-L (longest common subsequence) variants to quantify how well a generated summary matches reference text. The package works both as a command-line tool and as a library, accepting single sentences, multiple sentence pairs, or entire files for batch scoring.\n\nThe implementation is independent from the official ROUGE-155 script, so results may differ slightly. It depends only on six and installs with low friction. The codebase is dormant (last release July 2021), so it receives no active maintenance, though the repository remains unarchived and the code is stable for existing use cases.","worth_installing":"Yes, if you need ROUGE scoring for summarization evaluation and can accept dormant maintenance. The package is lightweight, has no known vulnerabilities, and works reliably for its stated purpose. However, verify that slight differences from official ROUGE-155 are acceptable for your use case, and be aware that no updates are forthcoming\u2014use it as a stable tool, not one under active development."},"id":"rouge","links":{"html":"https://skillfed.io/packages/rouge","md":"https://skillfed.io/packages/rouge.md","pypi":"https://pypi.org/project/rouge/"},"maintenance":{"status":"dormant"},"meta":{"latest_release":"2021-07-20","license_spdx":null,"license_treatment":"unclear","name":"rouge","python_support":"unspecified","summary":"Full Python ROUGE Score Implementation (not a wrapper)"},"popularity":{"monthly_downloads":898402,"position":4781,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"1.0.1"}