content type: Code Inspection

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What Are Transformers In NLP And It’s Advantages

Reading Time: 4 minutes NLP’s Transformer is a new architecture that aims to solve tasks sequence-to-sequence while easily handling long-distance dependencies. Computing the input and output representations without using sequence-aligned RNNs or convolutions and it relies entirely on self-attention. Lets look in detail what are transformers. The Basic Architecture In general, the Transformer model is based on the encoder-decoder architecture. The encoder is the gray rectangle on the left Continue Reading

IntelliJ hacks using Scala

Reading Time: 3 minutes Introduction An IDE or integrated development environment is a software application that combines, in one place, all the tools needed for a software development project. On a more basic level, IDEs provide interfaces for users to write code, organize text groups, and automate programming redundancies. Here we will talk about IntelliJ IDEA, one of the popular IDE in the market which has advantages over others Continue Reading