This paper introduces Dataism and Humanism positions in an attempt to situate the ideas within HCI, for the purpose of uncovering potentials to inform perspectives in human-centered machine learning.
Continue ReadingBERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
A new language representation model called BERT: Bidirectional Encoder Representations from Transformers.BERT is conceptually simple and empirically powerful. It obtains new state-of-the-art results on eleven natural language processing tasks
Continue ReadingDeepLayout: A Semantic Segmentation Approach to Page Layout Analysis
In this paper, DeepLayout, a new approach to page layout analysis is presented. Previous work divides the problem into unsupervised segmentation and classification. Instead of a step-wise method, we adopt semantic segmentation which is an end-to-end trainable deep neural network. Our proposed segmenta- tion model takes only document image as input and predicts per pixel saliency maps.
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