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NPE: An FPGA-based Overlay Processor for Natural Language Processing
[article]
2021
arXiv
pre-print
In recent years, transformer-based models have shown state-of-the-art results for Natural Language Processing (NLP). In particular, the introduction of the BERT language model brought with it breakthroughs in tasks such as question answering and natural language inference, advancing applications that allow humans to interact naturally with embedded devices. FPGA-based overlay processors have been shown as effective solutions for edge image and video processing applications, which mostly rely on
arXiv:2104.06535v1
fatcat:qn3l23w5wvaajokk5e6mbxfsge