LiMoSINe Pipeline: Multilingual UIMA-based NLP Platform

نویسندگان

  • Olga Uryupina
  • Barbara Plank
  • Gianni Barlacchi
  • Francisco J. Valverde-Albacete
  • Manos Tsagkias
  • Antonio Uva
  • Alessandro Moschitti
چکیده

We present a robust and efficient parallelizable multilingual UIMA-based platform for automatically annotating textual inputs with different layers of linguistic description, ranging from surface level phenomena all the way down to deep discourse-level information. In particular, given an input text, the pipeline extracts: sentences and tokens; entity mentions; syntactic information; opinionated expressions; relations between entity mentions; co-reference chains and wikified entities. The system is available in two versions: a standalone distribution enables design and optimization of userspecific sub-modules, whereas a server-client distribution allows for straightforward highperformance NLP processing, reducing the engineering cost for higher-level tasks.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Bluima: a UIMA-based NLP Toolkit for Neuroscience

This paper describes Bluima, a natural language processing (NLP) pipeline focusing on the extraction of neuroscientific content and based on the UIMA framework. Bluima builds upon models from biomedical NLP (BioNLP) like specialized tokenizers and lemmatizers. It adds further models and tools specific to neuroscience (e.g. named entity recognizer for neuron or brain region mentions) and provide...

متن کامل

Extending an interoperable platform to facilitate the creation of multilingual and multimodal NLP applications

U-Compare is a UIMA-based workflow construction platform for building natural language processing (NLP) applications from heterogeneous language resources (LRs), without the need for programming skills. U-Compare has been adopted within the context of the METANET Network of Excellence, and over 40 LRs that process 15 European languages have been added to the U-Compare component library. In line...

متن کامل

UIMA-Based JCoRe 2.0 Goes GitHub and Maven Central ― State-of-the-Art Software Resource Engineering and Distribution of NLP Pipelines

We introduce JCORE 2.0, the relaunch of a UIMA-based open software repository for full-scale natural language processing originating from the Jena University Language & Information Engineering (JULIE) Lab. In an attempt to put the new release of JCORE on firm software engineering ground, we uploaded it to GITHUB, a social coding platform, with an underlying source code versioning system and var...

متن کامل

Development and Analysis of NLP Pipelines in Argo

Developing sophisticated NLP pipelines composed of multiple processing tools and components available through different providers may pose a challenge in terms of their interoperability. The Unstructured Information Management Architecture (UIMA) is an industry standard whose aim is to ensure such interoperability by defining common data structures and interfaces. The architecture has been gain...

متن کامل

ATLAS – The Multilingual Language Processing

This paper presents the ATLAS platform – multilingual language processing framework integrating the common set of linguistic tools for a group of European languages (less-resourced: Bulgarian, Croatian, Greek, Polish and Romanian together with English and German as reference languages). State-of-the-art NLP functionality offered by the platform allows for multilingual annotation of texts on low...

متن کامل

ذخیره 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 2016