ROUGE-1: 44.31ROUGE-2: 21.35ROUGE-L: 41.60
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Abstractive Text Summarization
Abstractive Text Summarization is the task of generating a short and concise summary that captures the salient ideas of the source text. The generated summaries potentially contain new phrases and sentences that may not appear in the source text.
<span class="description-source">Source: Generative Adversarial Network for Abstractive Text Summarization </span>
Image credit: Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond
논문
ROUGE-1: 44.50ROUGE-2: 21.55ROUGE-L: 41.24
ROUGE-1: 48.18ROUGE-2: 19.84ROUGE-L: 45.35
ROUGE-1: 35.91ROUGE-L: 34.82ROUGE-2: 13.9Content F1: 29.8
ROUGE-1: 44.16ROUGE-2: 21.28ROUGE-L: 40.90
ROUGE-1: 44.38ROUGE-2: 21.53ROUGE-L: 41.17
ROUGE-1: 47.78ROUGE-2: 23.55ROUGE-L: 44.57
ROUGE-1: 47.36ROUGE-2: 24.02ROUGE-L: 44.45
ROUGE-1: 43.52ROUGE-2: 21.55ROUGE-L: 40.69
ROUGE-1: 44.76ROUGE-2: 21.55ROUGE-L: 41.34
ROUGE-1: 44.7ROUGE-2: 21.4ROUGE-L: 41.4
ROUGE-1: 43.94ROUGE-2: 21.40 ROUGE-L: 41.28
ROUGE-1: 41.72ROUGE-2: 18.74ROUGE-L: 38.79
ROUGE-1: 44.45ROUGE-2: 21.25ROUGE-L: 41.4
ROUGE-1: 44.30ROUGE-2: 21.12ROUGE-L: 41.41
ROUGE-1: 44.17ROUGE-2: 21.47ROUGE-L: 41.11
ROUGE-1: 44.20ROUGE-2: 21.17ROUGE-L: 41.30
ROUGE-1: 44.51ROUGE-2: 21.58ROUGE-L: 41.24
ROUGE-1: 46.27ROUGE-2: 22.64ROUGE-L: 43.08
ROUGE-1: 43.19ROUGE-2: 19.80ROUGE-L: 40.40
ROUGE-1: 46.67ROUGE-2: 22.15ROUGE-L: 43.54
ROUGE-1: 47.16ROUGE-2: 22.61ROUGE-L: 43.87
ROUGE-1: 41.90ROUGE-2: 19.08ROUGE-L: 39.64
ROUGE-1: 42.13ROUGE-2: 19.6ROUGE-L: 39.18
ROUGE-1: 43.08ROUGE-2: 20.43ROUGE-L: 40.34
ROUGE-1: 43.16ROUGE-2: 20.42ROUGE-L: 40.14