ČET-BOTOVI U DOMENU PUTOVANJA I TURIZMA
Ključne reči:
Čet-bot, genersianje, odgovori, putovanja, turizam
Apstrakt
U radu je predstavljen čet-bot koji je sposoban da daje odgovore na pitanja iz domena putovanja i turizma. Pokušano je više pristupa, a dva glavna tipa modela su bazirana na odgovaranju putem izvačenja i odgovaranju putem generisanja.
Reference
[1] Daniel Jurafsky & James H. Martin, Speech and Language Processing, Chapter 15: Chatbots & Dialogue Systems, Stanford, January 2023
[2] A. M. TURING, I.—COMPUTING MACHINERY AND INTELLIGENCE, Mind, Volume LIX, Issue 236, October 1950, Pages 433–460, https://doi.org/10.1093/mind/LIX.236.433
[3] Joseph Weizenbaum. 1966. ELIZA—a computer program for the study of natural language communication between man and machine. Commun. ACM 9, 1 (Jan. 1966), 36–45. https://doi.org/10.1145/365153.365168
[4] Jennifer Hill, W. Randolph Ford, Ingrid G. Farreras, Real conversations with artificial intelligence: A comparison between human–human online conversations and human–chatbot conversations, Computers in Human Behavior, Volume 49, 2015, Pages 245-250, ISSN 0747-5632, https://doi.org/10.1016/j.chb.2015.02.026
[5] Tomas Mikolov, Kai Chen, Greg Corrado, Jeffrey Dean, Efficient Estimation of Word Representations in Vector Space, 2013, https://doi.org/10.48550/arXiv.1301.3781
[6] Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin, Attention Is All You Need, 2017, https://doi.org/10.48550/arXiv.1706.03762
[7] Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding, 2018, https://doi.org/10.48550/arXiv.1810.04805
[8] Veronika Arefieva, Roman Egger, TourBERT: A pretrained language model for the tourism industry, 2022, https://doi.org/10.48550/arXiv.2201.07449
[9] Sepp Hochreiter and Jürgen Schmidhuber. 1997. Long Short-Term Memory. Neural Comput. 9, 8 (November 15, 1997), 1735–1780. https://doi.org/10.1162/neco.1997.9.8.1735
[2] A. M. TURING, I.—COMPUTING MACHINERY AND INTELLIGENCE, Mind, Volume LIX, Issue 236, October 1950, Pages 433–460, https://doi.org/10.1093/mind/LIX.236.433
[3] Joseph Weizenbaum. 1966. ELIZA—a computer program for the study of natural language communication between man and machine. Commun. ACM 9, 1 (Jan. 1966), 36–45. https://doi.org/10.1145/365153.365168
[4] Jennifer Hill, W. Randolph Ford, Ingrid G. Farreras, Real conversations with artificial intelligence: A comparison between human–human online conversations and human–chatbot conversations, Computers in Human Behavior, Volume 49, 2015, Pages 245-250, ISSN 0747-5632, https://doi.org/10.1016/j.chb.2015.02.026
[5] Tomas Mikolov, Kai Chen, Greg Corrado, Jeffrey Dean, Efficient Estimation of Word Representations in Vector Space, 2013, https://doi.org/10.48550/arXiv.1301.3781
[6] Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N. Gomez, Lukasz Kaiser, Illia Polosukhin, Attention Is All You Need, 2017, https://doi.org/10.48550/arXiv.1706.03762
[7] Jacob Devlin, Ming-Wei Chang, Kenton Lee, Kristina Toutanova, BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding, 2018, https://doi.org/10.48550/arXiv.1810.04805
[8] Veronika Arefieva, Roman Egger, TourBERT: A pretrained language model for the tourism industry, 2022, https://doi.org/10.48550/arXiv.2201.07449
[9] Sepp Hochreiter and Jürgen Schmidhuber. 1997. Long Short-Term Memory. Neural Comput. 9, 8 (November 15, 1997), 1735–1780. https://doi.org/10.1162/neco.1997.9.8.1735
Objavljeno
2024-09-03
Sekcija
Elektrotehničko i računarsko inženjerstvo
