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Long short-term memory (LSTM) [1] is a type of recurrent neural network (RNN) aimed at mitigating the vanishing gradient problem [2] commonly encountered by traditional RNNs. Its relative insensitivity to gap length is its advantage over other RNNs, hidden Markov models , and other sequence learning methods.
ELMo (embeddings from language model) is a word embedding method for representing a sequence of words as a corresponding sequence of vectors. [1] It was created by researchers at the Allen Institute for Artificial Intelligence , [ 2 ] and University of Washington and first released in February, 2018.
An image conditioned on the prompt an astronaut riding a horse, by Hiroshige, generated by Stable Diffusion 3.5, a large-scale text-to-image model first released in 2022. A text-to-image model is a machine learning model which takes an input natural language description and produces an image matching that description.
A bottleneck block [1] consists of three sequential convolutional layers and a residual connection. The first layer in this block is a 1x1 convolution for dimension reduction (e.g., to 1/2 of the input dimension); the second layer performs a 3x3 convolution; the last layer is another 1x1 convolution for dimension restoration.
Removes the bias of subword tokenisation: where common subwords are overrepresented and rare or new words are underrepresented or split into less meaningful units. This can affect the model's understanding and generation capabilities, particularly for languages with rich morphology or tokens not well-represented in the training data.
Noting, “My kids still do not know [this] to this day,” Cavallari — who shares sons Camden, 12, and Jaxon, 10, and daughter Saylor, 9, with ex Jay Cutler — added that the event took place ...
Elsewhere in the video, Kris also revealed she preferred wearing flats to heels, drinking martinis over a glass of wine and staying in instead of going out. “This or that with @krisjennerđź‘‘ ...
Laura Loomer, a staunch ally of President-elect Trump and far-right activist, suggested that some Republicans in Trump’s circle don’t want to cross billionaire Elon Musk. “It sounds like ...