Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization

Benchmark Model Rank Results
abstractive-text-summarization-on-cnn-daily-mail-2Claude Instant + SigExt#4ROUGE-1: 42ROUGE-L: 26.6
text-summarization-on-arxiv-summarizationClaude Instant + SigExt#4ROUGE-1: 45.2ROUGE-L: 23.5
text-summarization-on-samsum-corpusMistral 7B + SigExt#6ROUGE-1: 44.1ROUGE-L: 33.9