Skip to main content

SplineAPI: A REST API for NLP Services

  • Conference paper
  • First Online:
Languages, Applications and Technologies (SLATE 2015)

Abstract

Modern applications often use Natural Language Processing (NLP) techniques and algorithms to provide sets of rich features. Researchers, who come up with these algorithms, often implement them for case studies, evaluation or as proof of concepts. These implementations are, in most cases, freely available for download and use.

Nevertheless, these implementations do not comprise final software packages, with extensive installation instructions and detailed usage guides. Most lack a proper installation mechanism and library dependency tracking. The programming interfaces are, usually, limited to their usage through command line, or with just a few programming languages support.

To overcome these shortcomings, this work aims to develop a new web platform to make available a set of common operations to third party applications that can be used to quickly access NLP based processes. Of course this platform still relies on the same tools mentioned before, as a base support to specific requests. Nevertheless, the end user will not need to install and learn their specific Application Programming Interfaces (API). For this to be possible, the architectural solution is to implement a RESTful API that hides all the tool details in a simple API that is common or, at least, coherent, across the different tools.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    A XPath like language for JSON, available from: http://goessner.net/articles/JsonPath/ (Last visited: 15-04-2015).

  2. 2.

    A very complete and expresssive query language for JSON, available from: http://www.jsoniq.org/ (Last visited: 15-04-2015).

References

  1. Cunningham, H., Maynard, D., Bontcheva, K.: Text Processing with GATE. Gateway Press, California (2011)

    Google Scholar 

  2. Fielding, R.T.: Representational State Transfer (REST). Ph.D. thesis, University of California, Irvine (2000). https://www.ics.uci.edu/fielding/pubs/dissertation/fielding_dissertation.pdf

  3. Liu, B.: Sentiment Analysis: Mining Opinions, Sentiments, and Emotions. Cambridge University Press, New York (2015)

    Book  Google Scholar 

  4. Loper, E., Bird, S.: Nltk: the natural language toolkit. In: Proceedings of the ACL-02 Workshop on Effective Tools and Methodologies for Teaching Natural Language Processing and Computational Linguistics, ETMTNLP 2002, vol. 1, pp. 63–70. Association for Computational Linguistics (2002)

    Google Scholar 

  5. Mani, I., Maybury, M.T.: Advances in Automatic Text Summarization, vol. 293. MIT Press, Cambridge (1999)

    Google Scholar 

  6. Martin, J., Jurafsky, D.: Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition, 2nd edn. Prentice Hall, Upper Saddle River (2009)

    Google Scholar 

  7. Padró, L.: Analizadores multilingües en freeling. Linguamática 3(2), 13–20 (2011)

    Google Scholar 

  8. Pautasso, C., Zimmermann, O., Leymann, F.: Restful web services vs. big’web services: making the right architectural decision. In: Proceedings of the 17th International Conference on World Wide Web, pp. 805–814. ACM (2008)

    Google Scholar 

  9. Rychtyckyj, N.: Machine translation for manufacturing: a case study at ford motorcompany. In: Proceedings of the 18th Conference on Innovative Applications of Artificial Intelligence, IAAI 2006, vol. 2, pp. 1728–1735. AAAI Press (2006). http://dl.acm.org/citation.cfm?id=1597122.1597130

  10. Sukrieh, A.: Dancer2: Manual - A gentle introduction to Dancer2 (2013). http://search.cpan.org/sukria/Dancer2-0.10/lib/Dancer2/Manual.pod

Download references

Acknowledgements

This work has been partly supported by FCT - Fundação para a Ciência e Tecnologia within the Project Scope UID/CEC/00319/2013.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Alberto Simões .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer International Publishing Switzerland

About this paper

Cite this paper

Vieira, N., Simões, A., Carvalho, N.R. (2015). SplineAPI: A REST API for NLP Services. In: Sierra-Rodríguez, JL., Leal, JP., Simões, A. (eds) Languages, Applications and Technologies. SLATE 2015. Communications in Computer and Information Science, vol 563. Springer, Cham. https://doi.org/10.1007/978-3-319-27653-3_20

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-27653-3_20

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-27652-6

  • Online ISBN: 978-3-319-27653-3

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics