Sep 16, 2025 · 4 min read · Most classifiers ship with a fixed label list. They perform well inside that box and fail silently outside it. So we took this as a challenge. We introduce a classifier that starts from the opposite assumption: the world is open. New product names ap...
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Mar 25, 2025 · 8 min read · This post continues from the previous one on Twitter text classification. Specifically, we will discuss multi-label classification using the Airline Sentiment dataset. Multi-label classification is a type of machine learning task where each instance ...
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Sep 16, 2024 · 5 min read · Classification is one of the most common tasks in machine learning, where the objective is to categorize data points into predefined labels or classes. Whether you're building a spam filter, diagnosing diseases, or identifying objects in an image, cl...
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Mar 7, 2024 · 2 min read · There are several popular datasets available for multi-label text classification. Here are a few examples: Reuters-21578: This dataset contains news articles from the Reuters news agency, where each article is assigned multiple labels from a predefi...
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