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Question Analysis towards a Vietnamese Question Answering System in the Education Domain Cover

Question Analysis towards a Vietnamese Question Answering System in the Education Domain

Open Access
|Mar 2020

References

  1. 1. Abujabal, A., R. S. Roy, M. Yahya, G. Weikum. ComQA: A Community-Sourced Dataset for Complex Factoid Question Answering with Paraphrase Clusters. – In: Proc. of NAACL-HLT, 2019, pp. 307-317.
  2. 2. Bach, N. X., L. T. N. Cham, T. H. N. Thien, T. M. Phuong. Question Analysis for Vietnamese Legal Question Answering. – In: Proc. of 9th International Conference on Knowledge and Systems Engineering (KSE’17), 2017, pp. 154-159.10.1109/KSE.2017.8119451
  3. 3. Bach, N. X., T. K. Duy, T. M. Phuong. A POS Tagging Model for Vietnamese Social Media Text Using BiLSTM-CRF with Rich Features. – In: Proc. of 16th Pacific Rim International Conferences on Artificial Intelligence (PRICAI’19), Part III, 2019, pp. 206-219.10.1007/978-3-030-29894-4_16
  4. 4. Costa, L. F. Esfinge – a Question Answering System in the Web Using the Web. – In: Proc. of European Chapter of the Association for Computational Linguistics, 2006, pp. 127-130.10.3115/1608974.1608988
  5. 5. Duong, H. T., H. Bao-Quoc. A Vietnamese Question Answering System in Vietnam’s Legal Documents. – In: Proc. of 13th International Conference on Computer Information Systems and Industrial Management Applications, 2014, pp. 186-197.10.1007/978-3-662-45237-0_19
  6. 6. Elman, J. L. Finding Structure in Time. – Cognitive Science, Vol. 14, 1990, No 2, pp. 179-211.10.1207/s15516709cog1402_1
  7. 7. Graves, A., J. Schmidhuber. Framewise Phoneme Classification with Bidirectional LSTM and Other Neural Network Architectures. – Neural Networks, Vol. 18, 2005, No 5-6, pp. 602-610.10.1016/j.neunet.2005.06.04216112549
  8. 8. Hochreiter, S., J. Schmidhuber. Long Short-Term Memory. – Neural Computing, Vol. 9, 1997, No 8, pp. 1735-1780.10.1162/neco.1997.9.8.17359377276
  9. 9. Huang, Z., M. Thint, Z. Qin. Question Classification Using Head Words and Their Hypernyms. – In: Proc. of Conference on Empirical Methods in Natural Language Processing, 2008, pp. 927-936.10.3115/1613715.1613835
  10. 10. Ioannidou, A., E. Chatzilari, S. Nikolopoulos, I. Kompatsiaris. Deep Learning Advances in Computer Vision with 3D Data: A Survey. – ACM Computing Surveys, Vol. 50, 2017, No 2, pp. 1-38.10.1145/3042064
  11. 11. Kilicoglu, H., A. B. Abacha, Y. Mrabet, K. Roberts, L. Rodriguez, S. Shooshan, D. Demner-Fushman. Annotating Named Entities in Consumer Health Questions. – In: Proc. of 10th International Conference on Language Resources and Evaluation (LREC’16), 2016, pp. 3325-3332.
  12. 12. Kim, Y. Convolutional Neural Networks for Sentence Classification. – In: Proc. of Conference on Empirical Methods in Natural Language Processing (EMNLP’14), 2014, pp. 1746-1751.10.3115/v1/D14-1181
  13. 13. Lafferty, J., A. McCallum, F. Pereira. Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data. – In: Proc. of ICML, 2001, pp. 282-289.
  14. 14. LeCun, Y., B. E. Boser, J. S. Denker, D. Henderson, R. E. Howard, W. E. Hub-bard, L. D. Jackel. Handwritten Digit Recognition with a Back-Propagation Network. – In: Proc. of Advances in Neural Information Processing Systems, 1990, pp. 396-404.
  15. 15. Le-Hong, P., D. T. Bui. A Factoid Question Answering System for Vietnamese. – In: Proc. of 2018 Web Conference Companion, Track: First International Workshop on Hybrid Question Answering with Structured and Unstructured Knowledge, 2018, pp. 1049-1055.
  16. 16. Ligozat, A. L. Question Classification Transfer. – In: Proc. of 51st Annual Meeting of the Association for Computational Linguistics (ACL’13), 2013, pp. 429-433.
  17. 17. Ma, M., L. Huang, B. Xiang, B. Zhou. Group Sparse CNNs for Question Classification with Answer Sets. – In: Proc. of 55th Annual Meeting of the Association for Computational Linguistics (Short Papers), 2017, pp. 335-340.10.18653/v1/P17-2053
  18. 18. Madabushi, H. T., M. Lee. High Accuracy Rule-Based Question Classification Using Question Syntax and Semantics. – In: Proc. of 26th International Conference on Computational Linguistics (COLING’16), 2016, pp. 1220-1230.
  19. 19. Mendes, A. C., L. Coheur, P. V. Lobo. Named Entity Recognition in Questions: Towards a Golden Collection. – In: Proc. of 7th International Conference on Language Resources and Evaluation (LREC’10), 2010, pp. 574-580.
  20. 20. Molla, D., M. V. Zaanen, D. Smith. Named Entity Recognition for Question Answering. – In: Proc. of Australasian Language Technology Workshop, 2006, pp. 51-58.
  21. 21. Nguyen, D. Q., D. Q. Nguyen, S. B. Pham. A Vietnamese Question Answering System. – In: Proc. of International Conference on Knowledge and Systems Engineering (KSE’09), 2009, pp. 26-32.10.1109/KSE.2009.42
  22. 22. Sharma, V., N. Kulkarni, S. P. Potharaju, G. Bayomi, E. Nyberg, T. Mitamura. BioAMA: Towards an End to End BioMedical Question Answering System. – In: Proc. of BioNLP Workshop, 2018, pp. 109-117.
  23. 23. Srihari, R., W. Li. A Question Answering System Supported by Information Extraction. – In: Proc. of 6th Conference on Applied Natural Language Processing, 2000, pp. 166-172.10.3115/974147.974170
  24. 24. Tran, V. M., V. D. Nguyen, O. T. Tran, U. T. T. Pham, T. Q. Ha. An Experimental Study of Vietnamese Question Answering System. – In: Proc. of International Conference on Asian Language Processing (IALP’09), 2009.10.1109/IALP.2009.39
  25. 25. Tran, V. M., D. T. Le, X. T. Tran, T. T. Nguyen. A Model of Vietnamese Person Named Entity Question Answering System. – In: Proc. of 26th Pacific Asia Conference on Language, Information and Computation (PACLIC’12), 2012, pp. 325-332.
  26. 26. Tran, D. H., C. X. Chu, S. B. Pham, M. L. Nguyen. Learning Based Approaches for Vietnamese Question Classification Using Keywords Extraction from the Web. – In: Proc of International Joint Conference on Natural Language Processing (IJCNLP’13), 2013, pp. 740-746.
  27. 27. Voorhees, E. M. Question Answering in TREC. – In: Proc. of 10th International Conference on Information and Knowledge Management (CIKM’01), 2001, pp. 535-537.10.1145/502585.502679
  28. 28. Yang, J., Y. Zhang. NCRF++: An Open-Source Neural Sequence Labeling Toolkit. – In: Proc. of ACL-System Demonstrations, 2018, pp. 74-79.
  29. 29. Zhang, S., L. Yao, A. Sun, Y. Tay. Deep Learning Based Recommender System: A Survey and New Perspectives. – ACM Computing Surveys, Vol. 52, 2019, No 1, pp. 1-38.10.1145/3285029
DOI: https://doi.org/10.2478/cait-2020-0008 | Journal eISSN: 1314-4081 | Journal ISSN: 1311-9702
Language: English
Page range: 112 - 128
Submitted on: Dec 17, 2019
Accepted on: Feb 25, 2020
Published on: Mar 27, 2020
Published by: Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2020 Ngo Xuan Bach, Phan Duc Thanh, Tran Thi Oanh, published by Bulgarian Academy of Sciences, Institute of Information and Communication Technologies
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.