Shypd.aiThe largest open index of AI toolsSenta is an open-source sentiment analysis system developed by Baidu. It leverages sentiment knowledge-enhanced pre-training models (SKEP) to perform various sentiment analysis tasks, including sentence-level and aspect-level classification.
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Senta is Baidu's open-source Sentiment Analysis System, designed to automatically identify and extract subjective information such as tendencies, stances, evaluations, and opinions from text. It supports a variety of tasks, including sentence-level sentiment classification, aspect-level sentiment classification, and opinion extraction. The system is powered by SKEP (Sentiment Knowledge Enhanced Pre-training for Sentiment Analysis) models, which utilize unsupervised methods to mine sentiment knowledge and construct pre-training objectives. Senta offers pre-trained SKEP models initialized with ERNIE 1.0 large (Chinese), ERNIE 2.0 large (English), and RoBERTa large (English), providing state-of-the-art performance across 14 Chinese and English sentiment analysis tasks. It includes an easy-to-use, one-click prediction tool for industrial applications, allowing users to implement sentiment analysis with just a few lines of code.
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