Papers › Abstractive Sentence Summarization with Attentive Recurrent Neural Networks
Abstractive Sentence Summarization with Attentive Recurrent Neural Networks
Sumit Chopra, Michael Auli, Alex Rush, er M.
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Tasks
Language ModelingLanguage ModellingMachine TranslationSentenceSentence SummarizationSummarizationText Summarization
Results from the paper archive 2025-07-28
| Task | Dataset | Model | Metric | Value | Rank at snapshot | Leaderboard | Report |
|---|---|---|---|---|---|---|---|
| Text Summarization | DUC 2004 Task 1 | RAS-Elman | ROUGE-1 | 28.97 | #9 of 13 | Archive leaderboard | report |
| Text Summarization | DUC 2004 Task 1 | RAS-Elman | ROUGE-2 | 8.26 | #9 of 13 | Archive leaderboard | report |
| Text Summarization | DUC 2004 Task 1 | RAS-Elman | ROUGE-L | 24.06 | #9 of 13 | Archive leaderboard | report |
| Text Summarization | GigaWord | RAS-Elman | ROUGE-1 | 33.78 | #38 of 41 | Archive leaderboard | report |
| Text Summarization | GigaWord | RAS-Elman | ROUGE-2 | 15.97 | #38 of 41 | Archive leaderboard | report |
| Text Summarization | GigaWord | RAS-Elman | ROUGE-L | 31.15 | #38 of 41 | Archive leaderboard | report |
Ranks are positions in the archive's leaderboards as they stood at the 2025-07-28 snapshot. Results published since then are not among these rows, so a rank here is not a current standing.
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