本文转自机器之心文章。总结了本周的重要论文包括字节跳动发布的全球最大钢琴 MIDI 数据集，以及谷歌新型 Performer 架构。 目录：

1、GiantMIDI-Piano: A large-scale MIDI dataset for classical piano music 2、A survey of embedding models of entities and relationships for knowledge graph completion 3、Optimal Subarchitecture Extraction For BERT 4、A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios 5、Rethinking Attention with Performers 6、Learning Invariances in Neural Networks 7、Overview of Graph Based Anomaly Detection 8、ArXiv Weekly Radiostation：NLP、CV、ML 更多精选论文（附音频）

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