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Document Summarization On Howsumm Method

Metrics

ROUGE-1

Results

Performance results of various models on this benchmark

Paper TitleRepository
LexRank (query: method + article + steps titles)53.5HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
CES (query: method + article + steps titles)52.2HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
GreedyRel (query: method + article + steps titles)48.6HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
CES (query: method title)48.4HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
CES (query: method + article titles)48.3HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
LexRank (query: method title)47.7HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
LexRank (query: method + article titles)47.1HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
GreedyRel (query: method title)43.4HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
GreedyRel (query: method + article titles)42.3HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
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Document Summarization On Howsumm Method | SOTA | HyperAI