Weak AIWeak AI, also known as Narrow AI or Artificial Narrow Intelligence (ANI), refers to artificial intelligence systems that are designed and trained to perform a specific task or a limited range of tasks. Read More
Weak SupervisionWeak Supervision is a machine learning paradigm where models are trained using "noisy" or higher-level sources of signal such as heuristics, pattern matching, or external knowledge bases instead of hand-labeled "gold" data Read More
Weak-to-Strong GeneralizationWeak-to-Strong Generalization (WTSG) is a machine learning phenomenon where a highly capable "strong" model is trained using labels or feedback provided by a significantly less capable "weak" model and subsequently exceeds the performance of its own teacher. Read More
WhisperWhisper is a state-of-the-art, open-source Automatic Speech Recognition (ASR) system developed by OpenAI. Unlike traditional speech models that require perfectly clean audio or extensive fine-tuning for specific languages, Whisper was trained on a massive, weakly supervised dataset of 680,000 hours of multilingual and multitask web audio Read More
Word EmbeddingsWord Embeddings are a type of word representation that allows words with similar meanings to have a similar numerical representation. In this system, each word is mapped to a high-dimensional Vector (a long list of numbers) in a continuous space. Read More
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