JioNLP is a Chinese natural language processing toolkit designed for cleaning, normalizing, and extracting structured information from unstructured text. It functions as a linguistic analyzer for Chinese characters and a rule-based named entity extractor, providing a specialized system for sentiment scoring and synthetic data generation for machine learning workflows. The project features a lexicon-based sentiment analysis engine that computes numerical emotional tone scores and a data augmentation library that uses back-translation and synonym replacement to expand training datasets. It incl
LAC is a Chinese lexical analysis engine and toolkit designed for joint word segmentation, part-of-speech tagging, and named entity recognition. It functions as a high-performance system that identifies word boundaries and grammatical categories using trained machine learning models. The project features a lightweight, compiled native runtime that enables on-device natural language processing and embedding into mobile applications. It includes model compression and conversion to optimize for resource-constrained environments and supports multi-threaded parallel execution to increase throughpu
Deep Learning NLP Pipeline implemented on Tensorflow
Die Hauptfunktionen von rockingdingo/deepnlp sind: Chinese NLP Toolkits.
Open-Source-Alternativen zu rockingdingo/deepnlp sind unter anderem: dongrixinyu/jionlp — JioNLP is a Chinese natural language processing toolkit designed for cleaning, normalizing, and extracting structured… hankcs/hanlp — HanLP is a natural language processing library and deep learning framework specifically optimized for the Chinese… fastnlp/fastnlp. fudannlp/fnlp — FudanNLP (FNLP). crownpku/chinese-annotator. baidu/lac — LAC is a Chinese lexical analysis engine and toolkit designed for joint word segmentation, part-of-speech tagging, and…