GLASOVNO I TEKSTUALNO UPRAVLJANJE INFORMACIONIM SISTEMIMA ZASNOVANO NA KORIŠĆENJU VELIKIH JEZIČKIH MODELA VEŠTAČKE INTELIGENCIJE
Ključne reči:
interfejsi prirodnog jezika, obrada prirodnog jezika, veliki jezički modeli
Apstrakt
U radu su predstavljeni interfejsi prirodnog jezika (eng. Natural Language Interfaces) kao i prednosti koje se dobijaju njihovim korišćenjem. Opisana je obrada prirodnog jezika i veliki jezički modeli koji se mogu iskoristiti za realizovanje informacionog sistema sa glasovnim i tekstualnim upravljanjem. Takođe, prikazana je softverska arhitektura jednog takvog sistema i data studija aplikacije za upravljanje restoranom kao primer.
Reference
[1] Nadkarni, Prakash M., Lucila Ohno-Machado, and Wendy W. Chapman. "Natural language processing: an introduction." Journal of the American Medical Informatics Association 18.5, 2011
[2] Chang, Yupeng, et al. "A survey on evaluation of large language models." ACM Transactions on Intelligent Systems and Technology 15.3, 2024
[3] Ogden, William C., and P. Bernick. "Using natural language interfaces." Handbook of human-computer interaction. North-Holland, 1997.
[4] Radford, Alec. "Improving language understanding by generative pre-training." (2018).
[5] Brown, Tom B. "Language models are few-shot learners." arXiv preprint arXiv:2005.14165 (2020).
[6] GPT-3.5 Turbo https://platform.openai.com/docs/models/gpt-3-5-turbo [datum pristupa 25.08.2024.]
[7] Introducing Whisper https://openai.com/index/whisper [datum pristupa 25.08.2024.]
[8] npm https://www.npmjs.com/ [datum pristupa 28.08.2024.]
[9] OpenAI https://platform.openai.com/docs/api-reference/introduction [datum pristupa 28.08.2024.]
[10] Swagger https://swagger.io/ [datum pristupa 29.08.2024.]
[2] Chang, Yupeng, et al. "A survey on evaluation of large language models." ACM Transactions on Intelligent Systems and Technology 15.3, 2024
[3] Ogden, William C., and P. Bernick. "Using natural language interfaces." Handbook of human-computer interaction. North-Holland, 1997.
[4] Radford, Alec. "Improving language understanding by generative pre-training." (2018).
[5] Brown, Tom B. "Language models are few-shot learners." arXiv preprint arXiv:2005.14165 (2020).
[6] GPT-3.5 Turbo https://platform.openai.com/docs/models/gpt-3-5-turbo [datum pristupa 25.08.2024.]
[7] Introducing Whisper https://openai.com/index/whisper [datum pristupa 25.08.2024.]
[8] npm https://www.npmjs.com/ [datum pristupa 28.08.2024.]
[9] OpenAI https://platform.openai.com/docs/api-reference/introduction [datum pristupa 28.08.2024.]
[10] Swagger https://swagger.io/ [datum pristupa 29.08.2024.]
Objavljeno
2025-04-04
Sekcija
Elektrotehničko i računarsko inženjerstvo
