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

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.Search in Google Scholar

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.2017.8119451Search in Google Scholar

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_16Search in Google Scholar

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. 127-130.10.3115/1608974.1608988Search in Google Scholar

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_19Search in Google Scholar

6. Elman, J. L. Finding Structure in Time. – Cognitive Science, Vol. 14, 1990, No 2, pp. 179-211.10.1207/s15516709cog1402_1Search in Google Scholar

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.2005.06.04216112549Search in Google Scholar

8. Hochreiter, S., J. Schmidhuber. Long Short-Term Memory. – Neural Computing, Vol. 9, 1997, No 8, pp. 1735-1780.10.1162/neco.1997.9.8.17359377276Search in Google Scholar

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. 927-936.10.3115/1613715.1613835Search in Google Scholar

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. 1-38.10.1145/3042064Search in Google Scholar

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.Search in Google Scholar

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/D14-1181Search in Google Scholar

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.Search in Google Scholar

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.Search in Google Scholar

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.Search in Google Scholar

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.Search in Google Scholar

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/P17-2053Search in Google Scholar

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.Search in Google Scholar

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.Search in Google Scholar

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.Search in Google Scholar

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.2009.42Search in Google Scholar

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.Search in Google Scholar

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. 166-172.10.3115/974147.974170Search in Google Scholar

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.2009.39Search in Google Scholar

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.Search in Google Scholar

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.Search in Google Scholar

27. Voorhees, E. M. Question Answering in TREC. – In: Proc. of 10th International Conference on Information and Knowledge Management (CIKM’01), 2001, pp. 535-537.10.1145/502585.502679Search in Google Scholar

28. Yang, J., Y. Zhang. NCRF++: An Open-Source Neural Sequence Labeling Toolkit. – In: Proc. of ACL-System Demonstrations, 2018, pp. 74-79.Search in Google Scholar

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. 1-38.10.1145/3285029Search in Google Scholar