Summary of Novi : Chatbot System For University Novice with Bert and Llms, by Yoonji Nam et al.
NOVI : Chatbot System for University Novice with BERT and LLMs
by Yoonji Nam, TaeWoong Seo, Gyeongcheol Shin, Sangji Lee, JaeEun Im
First submitted to arxiv on: 10 Sep 2024
Categories
- Main: Computation and Language (cs.CL)
- Secondary: Artificial Intelligence (cs.AI)
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| Summary difficulty | Written by | Summary |
|---|---|---|
| High | Paper authors | High Difficulty Summary Read the original abstract here |
| Medium | GrooveSquid.com (original content) | Medium Difficulty Summary This paper introduces NOVI, a chatbot system powered by GPT-4o, designed to assist university freshmen in adapting to university life. NOVI utilizes data from SKKU ‘Everytime’, a university community site, and is developed using LangChain. The system’s performance is evaluated using various metrics, including BLEU, Perplexity, ROUGE-1, ROUGE-2, ROUGE-L, and METEOR scores. While initially targeting university freshmen, the approach has broader potential to support individuals adapting to new environments with diverse data sets. |
| Low | GrooveSquid.com (original content) | Low Difficulty Summary This paper talks about a special computer program called NOVI that helps college students adjust to campus life. It’s like having a conversation partner who understands you. The program uses information from an online community site and tests how well it does by looking at things like how much sense it makes and whether it sounds natural. This is not just for college kids; the idea could be used to help people in all sorts of new situations, like moving to a new city or starting a new job. |
Keywords
» Artificial intelligence » Bleu » Gpt » Perplexity » Rouge
