Abstractive Summarization on Gigaword (internal test)
36.4ROUGE-1feats-lvt2k-2sent-ptr
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| feats-lvt2k-2sent-ptrEvaluation protocol=Full length F1, Vocabulary size=2k, Summary length=2 sentences, Feature-rich encoder=true, Pointer mechanism=true2016.02 | 36.4 | 17.77 | 33.71 | 78.7 | |
| words-lvt2k-2sent-hierattEvaluation protocol=Full length F1, Vocabulary size=2k, Summary length=2 sentences, Hierarchical attention=true2016.02 | 36.05 | 18.17 | 33.52 | 78.52 | |
| feats-lvt2k-2sentEvaluation protocol=Full length F1, Vocabulary size=2k, Summary length=2 sentences, Feature-rich encoder=true2016.02 | 35.9 | 17.57 | 33.38 | 78.92 | |
| words-lvt2k-2sentEvaluation protocol=Full length F1, Vocabulary size=2k, Summary length=2 sentences2016.02 | 35.73 | 17.38 | 33.25 | 79.54 | |
| words-lvt2k-1sentEvaluation protocol=Full length F1, Vocabulary size=2k, Summary length=1 sentence2016.02 | 34.97 | 17.17 | 32.7 | 75.85 |