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Large Language Models: DeBERTa — Decoding-Enhanced BERT with Disentangled Attention

Towards Data Science
In recent years, BERT has become the number one tool in many natural language processing tasks. Its outstanding ability to process,...
10 months ago

Theory and rationale of interpretable all-in-one pattern discovery and disentanglement system

Nature
In machine learning (ML), association patterns in the data, paths in decision trees, and weights between layers of the neural network are...
16 months ago

Assessing the effects of generation using age-period-cohort analysis

Pew Research Center
In this piece, we'll demonstrate how to conduct age-period-cohort analysis to determine the effects of generation, using nearly 60 years of data.
16 months ago

The Makings of Cringe Making (Published 2023)

The New York Times
Cringe” has been used in The Times to describe feelings of embarrassment, discomfort and a style of comedy that makes use of both.
13 months ago

Implementing Soft Nearest Neighbor Loss in PyTorch

Towards Data Science
Representation learning is the task of learning the most salient features in a given dataset by a deep neural network.
10 months ago

Unsupervised deep learning identifies semantic disentanglement in single inferotemporal face patch neurons

Nature
We model neural responses to faces in the macaque inferotemporal (IT) cortex with a deep self-supervised generative model, β-VAE, which disentangles sensory...
34 months ago

The 100 best nonfiction books: No 86 – A Dictionary of the English Language by Samuel Johnson (1755)

The Guardian
Dr Johnson's decade-long endeavour framed the English language for the coming centuries with clarity, intelligence and extraordinary wit.
84 months ago

Drawing the line between anti-Semitism and criticism of Israel

The Economist
Polls show the two are correlated, but the strength of the link depends on ideology | Graphic detail.
59 months ago

Systemic Corruption and the Oligarchic Threat to National Security

Tax Justice Network
Attempts to tackle corruption have tended to work with a narrow, legalistic definition of the phenomenon, which leaves much that should...
47 months ago

Disentangling five dimensions of animacy in human brain and behaviour | Communications Biology

Nature
Distinguishing animate from inanimate things is of great behavioural importance. Despite distinct brain and behavioural responses to animate...
22 months ago