2 research outputs found
Statistical Automatic Summarization in Organic Chemistry
We present an oriented numerical summarizer algorithm, applied to producing
automatic summaries of scientific documents in Organic Chemistry. We present
its implementation named Yachs (Yet Another Chemistry Summarizer) that combines
a specific document pre-processing with a sentence scoring method relying on
the statistical properties of documents. We show that Yachs achieves the best
results among several other summarizers on a corpus of Organic Chemistry
articles.Comment: 10 pages, 3 figure
Statistical Automatic Summarization in Organic Chemistry
Abstract. We present an oriented numerical summarizer algorithm, applied to producing automatic summaries of scientific documents in Organic Chemistry. We present its implementation named Yachs (Yet Another Chemistry Summarizer) that combines a specific document preprocessing with a sentence scoring method relying on the statistical properties of documents. We show that Yachs achieves the best results among several other summarizers on a corpus of Organic Chemistry articles.