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Sparv-Superlim is a Sparv plugin, which uses the reference models trained for the Superlim multi-task benchmark to provide ten additional NLU annotations to the Sparv Pipeline. The Sparv Pipeline is a text analysis platform developed by Språkbanken Text. The additional annotations are listed in the table below, ranging from author stance to immigration to inference and semantic relationships between concurring sentences:

The Hugging Face Hub is a platform for uploading models, datasets and demo apps, mainly for machine learning and deep learning. It has become one of the largest platforms of its kind and plays an integral role in deveoping AI today. Språkbanken has a similar goal to make language data and language resources available to the NLP and broader research community.

In recent years, neural network based approaches (i.e. deep learning) have been the main models for state-of-the-art systems in natural language processing, whether that is in machine translation, natural language inference, language modeling or sentiment analysis. At the same time researchers have asked themselves what kind of linguistic information these neural networks are able to capture.