CoreNLP
Advancing natural language understanding and processing through open source research and technology's leading NLP platform.
CoreNLP, developed by Stanford University, is a leading open-source natural language processing platform offering pre-trained models in various languages for tasks such as named entity recognition and sentiment analysis (version 4.5.6). With thousands of users across academia, industry, and research institutions, CoreNLP's advanced AI techniques enable diverse applications like information extraction and chatbots. Partnering with Hugging Face ensures easy accessibility to a broader audience.
About CoreNLP
CoreNLP is a leading natural language processing platform developed and provided by Stanford University. The company's mission is to advance the state-of-the-art in natural language understanding and processing through open source research and technology.
CoreNLP offers pre-trained models for various languages, including Arabic, Chinese, English (extra), English (KBP), French, German, Hungarian, and Italian. These models are available as downloadable jars, which can be obtained directly from the provided links or the Hugging Face Hub page. The latest update for all these language models is version 4.5.6.
CoreNLP's technology leverages advanced artificial intelligence (AI) techniques to analyze and understand human language in a data-driven and computationally efficient way. This includes tasks such as named entity recognition, sentiment analysis, parsing, and coreference resolution. These capabilities enable a wide range of applications, from information extraction and question answering systems to text summarization and chatbots.
CoreNLP's achievements include being one of the most widely-used natural language processing platforms in the world, with thousands of active users across academia, industry, and research institutions. The company has also established partnerships with leading technology companies like Hugging Face, which hosts their models on its platform to ensure easy accessibility for a broader audience.