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Trends in Machine Learning Transformer Models

by Technology Observatory | Jul 27, 2022 | Search Trends

Search trends for GPT-3 (blue), DALL-E 2 (red), Hugging Face (yellow), and OpenAI (green). The vertical axis represents the index of Google Search (a proxy for the interest captured by the popularity of top search queries in Google Search across various regions and...

MARTA: Leveraging Human Rationales for Explainable Text Classification

by Ines Arous, Ljiljana Dolamic, Jie Yang, Akansha Bhardwaj, Giuseppe Cuccu, Philippe Cudré-Mauroux | May 18, 2021 | Podcasts, Scientific Articles

Abstract Explainability is a key requirement for text classification in many application domains ranging from sentiment analysis to medical diagnosis or legal reviews. Existing methods often rely on “attention” mechanisms for explaining classification...
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