A survey of methods for addressing class imbalance in deep-learning based natural language processing
S Henning, W Beluch, A Fraser, A Friedrich - ar** spoken language
understanding models from little labeled data becomes essential. Semi-supervised learning …
understanding models from little labeled data becomes essential. Semi-supervised learning …
Local-to-global learning for iterative training of production SLU models on new features
In production SLU systems, new training data becomes available with time so that ML
models need to be updated on a regular basis. Specifically, releasing new features adds …
models need to be updated on a regular basis. Specifically, releasing new features adds …