Pioneering Visual Representations
VirTex – Pioneering Visual Representations through Textual Annotations VirTex, a groundbreaking pretraining approach that leverages semantically dense captions to learn visual representations. By training convolutional neural networks (CNNs) and Transformers from scratch on the COCO Captions dataset, VirTex aims to transfer the CNN to downstream vision
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Extractive Text Summarization
Discourse-Aware Neural Extractive Text Summarization In the era of information overload, effective text summarization plays a pivotal role in distilling vast amounts of content into concise, digestible insights. Traditional approaches to extractive summarization often fall short in capturing the nuanced discourse structure of text, leading to
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Automated Stock Trading
Astock – Leveraging NLP for Automated Stock Trading Before diving into the details of Astock and its automated trading strategy, it’s essential to understand the context and motivations behind its development. The background section provides insight into the challenges and opportunities in the financial industry that
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