Title :
TextServer: Cloud-Based Multilingual Natural Language Processing
Author :
Llu?s Padr?;Jordi Turmo
Abstract :
TextServer is an efficient language analysis platform which offers a variety of robust NLP services for a wide range of languages. Services can be easily accessed via a web interface, where document collections can either be uploaded and sent to batch processing, or processed in real-time via interactive calls to a web-service from any application running on a remote computer or mobile device. The services run on a high-performance-computing cluster (HPCC), and a scheduler takes care of having enough instances loaded to satisfy incoming client requests with no delay caused by initializations. TextServer offers a variety of analysis levels, ranging from tokenization or lemmatization to coreference resolution and semantic graph extraction, and aims to become a useful resource for data mining applications working on monolingual or multilingual textual data which require to obtain structured data from unrestricted text.
Keywords :
"Semantics","Natural language processing","Data mining","Web services","Hidden Markov models","Tagging","Registers"
Conference_Titel :
Data Mining Workshop (ICDMW), 2015 IEEE International Conference on
Electronic_ISBN :
2375-9259
DOI :
10.1109/ICDMW.2015.102