NLP

Training a Python to Explore Holes in Dark Patterns

Data Science students are always looking for new and interesting datasets to train machine learning models. There’s tons of public data out there. Unfortunately, in the US, many of our "public" datasets are difficult to access. The most interesting data is hidden behind dark patterns on corporate and government websites. Here you’ll see how to …

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Which flavor of BERT should you use for your QA task?

Making an intelligent chatbot has never been easier, thanks to the abundance of open source natural language processing libraries, curated datasets and the power of transfer learning. Building a basic question-answering functionality with Transformers library can be as simple as this: Input 1: Load Pretrained Transformer QA Model from transformers import pipeline # Context: a …

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