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Some Insights into Recent Development and Novel Approaches to Short Text Classification.
Author(s): Abdul Basit Originally published on Towards AI. Short text classification is one of the most challenging areas in Natural language processing. It poses some unique challenges as compared to text classification because in standard text classification, the context is available, but …
GPTs vs. Human Crowd in Real-World Text Labeling: Who Outperforms Who?
Author(s): Evgeniya Sukhodolskaya Originally published on Towards AI. Who outperforms text classification? We decided to find out. Photo by mohamed_hassan on Pixabay The IT business world has been abuzz with controversy related to Large Language Models (LLMs). One of the hot topics …
Automating Zero-Shot Classification Generating Model Labels with GPT-3
Author(s): Carlo Borella Originally published on Towards AI. Source: Image generated by the author using MidJourney Zero-shot learning is a machine learning method that allows using a pre-trained model to classify data according to a set of classes or labels that have …
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