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cs.CL2022★ 1 cited
Are Neighbors Enough? Multi-Head Neural n-gram can be Alternative to Self-attention
Mengsay Loem, Sho Takase, Masahiro Kaneko +1
Impressive performance of Transformer has been attributed to self-attention, where dependencies between entire input in a sequence are considered at every position. In this work, w…
cs.CL2022
ExtraPhrase: Efficient Data Augmentation for Abstractive Summarization
Mengsay Loem, Sho Takase, Masahiro Kaneko +1
Neural models trained with large amount of parallel data have achieved impressive performance in abstractive summarization tasks. However, large-scale parallel corpora are expensiv…