Control Prefixes (BART)

Reported on 6 benchmarks across 1 task · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing6 results

Text SimplificationonTurkCorpus
QuestEval (Reference-less, BERTScore)· 2021-10-15
0.66
SOTA
Control Prefixes for Parameter-Efficient Text Generation arXiv:2110.08329
Text SimplificationonASSET
QuestEval (Reference-less, BERTScore)· 2021-10-15
0.64
SOTA
Control Prefixes for Parameter-Efficient Text Generation arXiv:2110.08329
Text SimplificationonTurkCorpus
FKGL· 2021-10-15
7.74
best: 9.33 (GPT-175B (6 SARI-selected examples, high/low))
Control Prefixes for Parameter-Efficient Text Generation arXiv:2110.08329
Text SimplificationonTurkCorpus
SARI (EASSE>=0.2.1)· 2021-10-15
42.32
best: 43.46 (GPT-175B (6 SARI-selected examples, high/low))
Control Prefixes for Parameter-Efficient Text Generation arXiv:2110.08329
Text SimplificationonASSET
FKGL· 2021-10-15
5.97
best: 8.23 (MUSS (BART+ACCESS Unsupervised))
Control Prefixes for Parameter-Efficient Text Generation arXiv:2110.08329
Text SimplificationonASSET
SARI (EASSE>=0.2.1)· 2021-10-15
43.58
best: 47.94 (GPT-175B (15 SARI-selected examples, random ordering))
Control Prefixes for Parameter-Efficient Text Generation arXiv:2110.08329