Advancements in Question Answering Systems Towards Indic Languages

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Gursharan Singh Dhanjal, Sukhwinder Sharma
Published Date:
October 05, 2015
Volume 5, Issue 1
15 - 26

natural language processing, question answering system, open domain qa, information retrieval, review, nlp
Gursharan Singh Dhanjal, Sukhwinder Sharma, "Advancements in Question Answering Systems Towards Indic Languages". International Journal of Research in Computer Science, 5 (1): pp. 15-26, October 2015. Other Formats


Limited work has been reported for automated Question and Answering (Q&A) systems in vernacular languages like Punjabi. This was validated from this systematic study on Q&A systems. This work discusses the typical architecture and issues/challenges associated in building multiple types of Q&A systems. Future directions as well as a new metric for selection of most probable answers have been discussed based on the limitations of previous Q&A systems.

  1. Dell Zhang and Wee Sun Lee, "A Web-based Question Answering System," Massachusetts Institute of Technology (DSpace@MIT), 2003.
  2. L HIRSCHMAN and GAIZAUSKAS R., "Natural language question answering: the view from here," Natural Language Engineering, vol. 7, no. 4, pp. 275-300, 2001. doi: 10.1017/S1351324901002807
  3. John Burger et al., "Issues, Tasks and Program Structures to Roadmap Research in Question & Answering (Q&A)," in Document Understanding Conferences Roadmapping Documents, 2001, pp. 1-35.
  4. Svetlana Stoyanchev, Young Chol Song, and William Lahti, "Exact Phrases in Information Retrieval for Question Answering," in 2nd workshop on Information Retrieval for Question Answering (IR4QA), Manchester, UK, 2008, pp. 9-16.
  5. Ali Mohamed Nabil Allam and Mohamed Hassan Haggag, "The Question Answering Systems: A Survey," International Journal of Research and Reviews in Information Sciences (IJRRIS), vol. 2, no. 3, September 2012.
  6. Dr. Partha Pakray, "Multilingual Restricted Domain QA System with Dialogue Management," Master’s Thesis Report, Jadavpur University, Kolkata, 2007.
  7. Sanjay K Dwivedi and Vaishali Singh, "Research and reviews in question answering system," in International Conference on Computational Intelligence: Modeling Techniques and Applications (CIMTA), 2013, pp. 417-424. doi: 10.1016/j.protcy.2013.12.378
  8. Abraham Ittycheriah, Martin Franz, Wei-Jing Zhu, Adwait Ratnaparkhi, and Richard J Mammone, "IBM's Statistical Question Answering System," in Proceedings of the Text Retrieval Conference TREC-9, 2000.
  9. D. Moldovan, "Lasso: A Tool for Surfing the Answer Net," in Proceedings of the Eighth Text Retrieval Conference (TREC-8), 1999.
  10. Ellen Riloff and Michael Thelen, "A Rule-based Question Answering System for Reading Comprehension Tests," in ANLP/NAACL Workshop on Reading Comprehension Tests as Evaluation for Computer-Based Language Understanding Systems, 2000. doi: 10.3115/1117595.1117598
  11. Tiansi Dong, Ulrich Furbach, Ingo Glockner, and Bjorn Pelzer, "A natural language question answering system as a participant in human Q&A portals," in Proceedings of the Twenty-Second international joint conference on Artificial Intelligence, 2011, pp. 2430-2435. doi: 10.5591/978-1-57735-516-8/IJCAI11-405
  12. R. Gaizauskas and K. Humphreys, "A Combined IR/NLP Approach to Question Answering Against Large Text Collections," in Proceedings of the 6th Content-based Multimedia Information Access (RIAO-2000), 2000.
  13. Dragomir Radev, Weiguo Fan, Hong Qi, Harris Wu, and Amardeep Grewal, "Probabilistic Question Answering on the Web," Journal Of The American Society For Information Science and Technology, vol. 56, no. 6, pp. 571-583, 2005. doi: 10.1145/511446.511500
  14. Xin Li and Dan Roth, "Learning question classifiers," in Proceedings of the 19th International Conference on Computational Linguistics (COLING 2002), 2002, pp. 556-562. doi: 10.3115/1072228.1072378
  15. Deepak Ravichandran and Eduard Hovy, "Learning Surface Text Patterns for a Question Answering System," in Proceedings of the 40th Annual Meeting of the Association for Computational Linguistics (ACL), Philadelphia, 2002, pp. 41-47. doi:
  16. Dell Zhang and Wee Sun Lee, "Question Classification using Support Vector Machines," in Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval, ACM, 2003, pp. 26-32. doi: 10.1145/860435.860443
  17. Vlad Lucian Lita and Jamie Carbonell, "Cluster-Based Query Expansion for Statistical Question Answering," in IJCNLP, 2008, pp. 426-433. doi: 10.1145/1571941.1572058
  18. Jinxi Xu, Ana Licuanan, and Ralph Weischedel, "TREC2003 QA at BBN: Answering Definitional Questions," in TREC, 2003, pp. 98-106.
  19. Fuchun Peng, Ralph Weischedel, Ana Licuanan, and Jinxi Xu, "Combining deep linguistics analysis and surface pattern learning: A hybrid approach to Chinese definitional question answering," in Proceedings of the Conference on Human Language Technology and Empirical Methods in Natural Language Processing, 2005, pp. 307-314. doi: 10.3115/1220575.1220614
  20. P. Kumar, S. Kashyap, A. Mittal, and S. Gupta, "A Hindi Question Answering system for E-learning documents," in Third International Conference on Intelligent Sensing and Information Processing, 2005, pp. 80-85. doi: 10.1109/ICISIP.2005.1619416
  21. Shriya Sahu, Nandkishor Vasnik, and Devshri Roy, "Prashnottar: A Hindi Question Answering System," International Journal of Computer Science and Information Technology (IJCSIT), vol. 4, no. 2, pp. 149-158, 2012.
  22. Satoshi Sekine and Ralph Grishman, "Hindi-English Cross-Lingual Question-Answering System," ACM Transactions on Asian Language Information Processing, vol. 2, no. 3, pp. 181-192, September 2003. doi: 10.1145/979872.979874
  23. Somnath Banerjee and Sivaji Bandyopadhyay, "Ensemble Approach for Fine-Grained Question Classification in Bengali," in 27th Pacific Asia Conference on Language, Information, and Computation, 2013, pp. 75-84.
  24. Rami Reddy Nandi Reddy and Sivaji Bandyopadhyay, "Dialogue based Question Answering System in Telugu," in EACL 2006 Workshop on Multilingual Question Answering - MLQA06, 2006, pp. 53-60. doi: 10.3115/1708097.1708108
  25. Shalini Stalin, Rajeev Pandey, and Raju Barskar , "Web Based Application for Hindi Question Answering System," International Journal of Electronics and Computer Science Engineering, vol. 2, no. 1, pp. 72-78, 2012.
  26. Poonam Gupta and Vishal Gupta, "Hybrid Approach for Punjabi Question Answering System," Advances in Intelligent Systems and Computing, vol. 264, pp. 133-149, 2014. doi: 10.1007/978-3-319-04960-1_12
  27. Mandeep Singh Gill, Gurpreet Singh Lehal, and Shiv Sharma Joshi, "Part-of-Speech Tagging for Grammar Checking of Punjabi," The Linguistics Journal, vol. 4, no. 1, pp. 6-22, May 2009.
  28. Vishal Gupta and Gurpreet Singh Lehal, "Automatic Keywords Extraction for Punjabi Language," International Journal of Computer Science Issues, vol. 8, no. 5, September 2011.
  29. Vishal Gupta and Gurpreet Singh Lehal, "Automatic Text Summarization System for Punjabi Language," Journal of Emerging Technologies in Web Intelligence, vol. 5, no. 3, August 2013. doi: 10.4304/jetwi.5.3.257-271
  30. Hasan H. Khaleel, Rahmita O.K. Rahmat, DM. Zamrin, Ramlan Mahmod, and Norwati Mustapha, "Vessel Centerline Extraction Using New Center of Gravity Equations," International Journal of Computer Science, vol. 40, no. 2, February 2013.
  31. Dr. Scott Sampson. (2012) Quantitative Tools for Service Operations Management. [Online]. HYPERLINK ""

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