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Document Summarization On Howsumm Step

Métriques

ROUGE-1

Résultats

Résultats de performance de divers modèles sur ce benchmark

Paper Title
LexRank (query: step title)39.6HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
CES (query: step title)39.3HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
CES (query: step + method titles)38.3HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
LexRank (query: step + method titles)38.2HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
CES (query: step + method + article titles)37.0HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
LexRank (query: step + method + article titles)36.3HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
GreedyRel (query: step + method titles)30.3HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
GreedyRel (query: step title)30.1HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
BM25-HierSumm (query: step + method titles)23.0HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
BM25-HierSumm (query: step title)22.3HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
BM25-HierSumm (query: step + method + article titles)21.9HowSumm: A Multi-Document Summarization Dataset Derived from WikiHow Articles
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Document Summarization On Howsumm Step | SOTA | HyperAI