Ontology-Based Dialogue System for Domain-Specific Knowledge Acquisition

Author:

Iga Vasile Ionut1,Silaghi Gheorghe1

Affiliation:

1. Business Informatics Research Center Babes-Bolyai University, Cluj-Napoca, Romania

Publisher

Instituto Superior Técnico

Reference18 articles.

1. References

2. 1. J. Andreas, J. Bufe, D. Burkett, C. Chen, J. Clausman, J. Crawford, K. Crim, J. DeLoach, L. Dorner, J. Eisner, H. Fang, A. Guo, D. Hall, K. Hayes, K. Hill, D. Ho, W. Iwaszuk, S. Jha, D. Klein, J. Krishnamurthy, T. Lanman, P. Liang, C. H. Lin, I. Lintsbakh, A. McGovern, A. Nisnevich, A. Pauls, D. Petters, B. Read, D. Roth, S. Roy, J. Rusak, B. Short, D. Slomin, B. Snyder, S. Striplin, Y. Su, Z. Tellman, S. Thomson, A. Vorobev, I. Witoszko, J. A. Wolfe, A. Wray, Y. Zhang, and A. Zotov. Task-oriented dialogue as dataflow synthesis. Trans. Assoc. Comput. Linguistics, 8:556-571, 2020.

3. 2. A. Bordes, Y. Boureau, and J. Weston. Learning end-to-end goal-oriented dialog. In 5th International Conference on Learning Representations, ICLR 2017, Toulon, France, 2017. OpenReview.net, 2017.

4. 3. T. B. Brown, B. Mann, N. Ryder, M. Subbiah, J. Kaplan, P. Dhariwal, A. Neelakantan, P. Shyam, G. Sastry, A. Askell, S. Agarwal, A. Herbert-Voss, G. Krueger, T. Henighan, R. Child, A. Ramesh, D. M. Ziegler, J. Wu, C. Winter, C. Hesse, M. Chen, E. Sigler, M. Litwin, S. Gray, B. Chess, J. Clark, C. Berner, S. McCandlish, A. Radford, I. Sutskever, and D. Amodei. Language models are few-shot learners, 2020.

5. 4. P. Budzianowski, T. Wen, B. Tseng, I. Casanueva, S. Ultes, O. Ramadan, and M. Gasic. Multiwoz A large-scale multi-domain wizard-of-oz dataset for task-oriented dialogue modelling. In E. Riloff, D. Chiang, J. Hockenmaier, and J. Tsujii, editors, Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, 2018, pages 5016-5026. Association for Computational Linguistics, 2018.

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1. Assessing LLMs Suitability for Knowledge Graph Completion;Lecture Notes in Computer Science;2024

2. LLMs for Knowledge-Graphs Enhanced Task-Oriented Dialogue Systems: Challenges and Opportunities;Lecture Notes in Business Information Processing;2024

3. Leveraging BERT for Natural Language Understanding of Domain-Specific Knowledge;2023 25th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC);2023-09-11

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