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cs.CL2021★ 1 cited
Lingxi: A Diversity-aware Chinese Modern Poetry Generation System
Xinran Zhang, Maosong Sun, Jiafeng Liu +1
Poetry generation has been a difficult task in natural language processing. Unlike plain neural text generation tasks, poetry has a high requirement for novelty, since an easily-un…
cs.CL2021
Improving Diversity of Neural Text Generation via Inverse Probability Weighting
Xinran Zhang, Maosong Sun, Jiafeng Liu +1
The neural text generation suffers from the text degeneration issue such as repetition. Traditional stochastic sampling methods only focus on truncating the unreliable "tail" of th…