Yale University

2 Posts

Dataset FOLIO example based on the Wild Turkey Wikipedia page

Language Models Defy Logic: Large NLP models struggle with logical reasoning.

Who would disagree that, if all people are mortal and Socrates is a person, Socrates must be mortal? GPT-3, for one. Recent work shows that bigger language models are not necessarily better when it comes to logical reasoning.

Graphs comparing SGD + Momentum, Adam and AdaBelief

Yale University

Striding Toward the Minimum: A faster way to optimize the loss function for deep learning.

When you’re training a deep learning model, it can take days for an optimization algorithm to minimize the loss function. A new approach could save time.

Yale University

Language Models Defy Logic: Large NLP models struggle with logical reasoning.

Striding Toward the Minimum: A faster way to optimize the loss function for deep learning.

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