Research Problems in Natural Language Processing - A brief Overview

Authors(1) :-P. Selvaperumal

Natural Language processing field concerns with computers processing human languages. Natural language processing (NLP) can be categorized into text and speech processing and also as Natural language understanding and Natural language generation. Various problems occur in language processing at every level of processing including morpheme/phoneme, syntactic, semantic, pragmatic, and Discourse level. This paper gives a brief overview of various research areas concerns with the text and speech processing. This assumes the significance keeping in mind the various applications like Dialogue system, Question and answering system, Information retrieval system, Information extraction system, Expert system etc both in text and speech processing areas. All the applications together enable the community to construct an intelligent system that process and generate human language just as a human being.

Authors and Affiliations

P. Selvaperumal
Department of Computer Applications, Don Bosco College, Yelagiri, Yelagiri, Tamil Nadu, India

Natural langauge Understanding; Natural langauge Generation, Text Mining, Speech processing.

  1. James Allen, Natural language understanding. Pearson, 1995.
  2. Pushpak Bhattacharyya, "Natural language processing: A perspective from computation in presence of ambiguity, resource constraint and multilinguality." CSI journal of computing 1.2 ,2012, 1-13.
  3. Miller, George A. "WordNet: a lexical database for English." Communications of the ACM 38.11 , 1995, 39-41.
  4. B Ela Kumar, Natural language processing. IK International Pvt Ltd, 2011.
  5. start.csail.mit.edu/
  6. El-Assady, Mennatallah, et al. "Interactive visual analysis of transcribed multi-party discourse." Proceedings of ACL 2017, System Demonstrations ,2017, 49-54.
  7. Sharma, V. K., & Mittal, N. (2018). Cross-Lingual Information Retrieval: A Dictionary-Based Query Translation Approach. In Advances in Computer and Computational Sciences (pp. 611-618). Springer, Singapore.
  8. Binsted, Kim, Anton Nijholt, Oliviero Stock, Carlo Strapparava, G. Ritchie, R. Manurung, H. Pain, Annalu Waller, and D. O'Mara. "Computational humor." IEEE Intelligent Systems 21, no. 2 (2006): 59-69.

Publication Details

Published in : Volume 3 | Issue 8 | November-December 2017
Date of Publication : 2017-12-31
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 537-541
Manuscript Number : IJSRSET1738105
Publisher : Technoscience Academy

Print ISSN : 2395-1990, Online ISSN : 2394-4099

Cite This Article :

P. Selvaperumal, " Research Problems in Natural Language Processing - A brief Overview, International Journal of Scientific Research in Science, Engineering and Technology(IJSRSET), Print ISSN : 2395-1990, Online ISSN : 2394-4099, Volume 3, Issue 8, pp.537-541, November-December-2017.
Journal URL : http://ijsrset.com/IJSRSET1738105

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