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Automatic-speech-recognition (ASR) models, which convert speech to text in voice agents, typically have two stages. The first stage involves a deep neural network that maps acoustic...
Like many other machine learning applications, neural machine translation (NMT) benefits from overparameterized deep neural models — models so large that they would seem to risk...
In recent years, deep neural networks have been responsible for most top-performing AI systems. In particular, natural-language processing (NLP) applications are generally built atop Transformer-based language...
Think back to what you were doing the summer after your freshman year in college — for many of us, that likely didn’t include working on...
Many tasks in natural-language processing and information retrieval involve pairwise comparisons of sentences — for example, sentence similarity detection, paraphrase identification, question-answer entailment, and textual entailment....
Jonathan and Kathy, an Orlando-based couple, were out visiting a neighbor a few days before Christmas 2020 when Jonathan got an unusual alert from their Amazon...