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Seq2seq Models: Training, Implementation (Natural Language Processing at UT Austin)
Lecture "Seq2seq (Part 1, Model)" of "Analyzing Software using Deep Learning"
GPT-3 (Natural Language Processing at UT Austin)
Sequence Labeling (Natural Language Processing at UT Austin)
Transformers [old version] (Natural Language Processing at UT Austin)
BART (Natural Language Processing at UT Austin)
Neural and Pretrained Machine Translation (Natural Language Processing at UT Austin)
BERT: Model and Applications (Natural Language Processing at UT Austin)
ELMo (Natural Language Processing at UT Austin)
Applying Embeddings, Deep Averaging Networks (Natural Language Processing at UT Austin)
"Attention Is All You Need" Paper Deep Dive; Transformers, Seq2Se2 Models, and Attention Mechanism.
Discussion: linguistic structure in neural networks for natural language processing