Feb 20, 2019 · Artificial Intelligence

Building and Deploying Language Models for Text Quality Evaluation and Generation

This article explains the concepts, training pipeline, deployment formats, and practical applications of language models—particularly LSTM‑based models—for evaluating and generating text quality in a real‑world rental listing platform, highlighting data preparation, model training, and online serving techniques.

DeploymentLSTMLanguage Model

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Building and Deploying Language Models for Text Quality Evaluation and Generation