EditNTS

Reported on 5 benchmarks across 1 task · 1 paper · 1 SOTA

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

Natural Language Processing5 results

Text SimplificationonPWKP / WikiSmall
SARI· 2019-06-19
32.35
best: 44.67 (TST)
SOTA
EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing arXiv:1906.08104
Text SimplificationonTurkCorpus
BLEU· 2019-06-19
86.69
best: 92.02 (NSELSTM-B)
EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing arXiv:1906.08104
Text SimplificationonTurkCorpus
SARI (EASSE>=0.2.1)· 2019-06-19
38.22
best: 43.46 (GPT-175B (6 SARI-selected examples, high/low))
EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing arXiv:1906.08104
Text SimplificationonNewsela
BLEU· 2019-06-19
19.85
best: 26.31 (NSELSTM-B )
EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing arXiv:1906.08104
Text SimplificationonNewsela
SARI· 2019-06-19
31.41
best: 36.6 (CRF Alignment + Transformer)
EditNTS: An Neural Programmer-Interpreter Model for Sentence Simplification through Explicit Editing arXiv:1906.08104