ITU Turkish NLP Web Service
نویسنده
چکیده
We present a natural language processing (NLP) platform, namely the “ITU Turkish NLP Web Service” by the natural language processing group of Istanbul Technical University. The platform (available at tools.nlp.itu.edu.tr) operates as a SaaS (Software as a Service) and provides the researchers and the students the state of the art NLP tools in many layers: preprocessing, morphology, syntax and entity recognition. The users may communicate with the platform via three channels: 1. via a user friendly web interface, 2. by file uploads and 3. by using the provided Web APIs within their own codes for constructing higher level applications.
منابع مشابه
Parsing Web2.0 Language and Sentiment Analysis: The Case of Turkish
With the increasing number of people using micro blogging sites (such as Facebook, Twitter, Youtube, Instagram, Foursquare or Google+), social media data became a highly attractive source for machine learning and natural language processing (NLP) research employed in many high-tier applications including social network analysis, information extraction, web mining, opinion mining and brand monit...
متن کاملThe Annotation Process of the ITU Web Treebank
The potential of processing user-generated texts freely available on the web is widely recognized, but due to the non-canonical nature of the language used in the web, it is not possible to process these data using conventional methodologies designed for well-edited formal texts. Procedures for properly annotating raw web data have not been as extensively researched as those for annotating well...
متن کاملAutomatic Evaluation and Composition of NLP Pipelines with Web Services
We describe the innovative use of describing an existing natural language “pipeline” using the Semantic Web, and focus on how the performance and results of the components may be described. Earlier work has shown how NLP Web Services can be automatically composed via Semantic Web Service composition, and once the results of NLP components can be stored directly, they can also be used to direct ...
متن کاملA General Architecture for Connecting NLP Frameworks and Desktop Clients Using Web Services
Despite impressive advances in the development of generic NLP frameworks, content-specific text mining algorithms, and NLP services, little progress has been made in enhancing existing end-user clients with text analysis capabilities. To overcome this software engineering gap between desktop environments and text analysis frameworks, we developed an open service-oriented architecture, based on ...
متن کاملState of the art in Turkish Named Entity Recognition
Named entity recognition (NER), which provides useful information for many high level NLP applications and semantic web technologies, is a well-studied topic for most of the languages and especially for English. However the studies for Turkish, which is a morphologically richer and lesser-studied language, have fallen behind these for a long while. In recent years, Turkish NER intrigued researc...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2014