task_categories:conversational task_categories:text-generation license:apache-2.0 biology rlhf chatgpt llama vicuna arxiv:2305.13272 region:us
---
license: apache-2.0
task_categories:
- conversational
- text-generation
tags:
- biology
- rlhf
- chatgpt
- llama
- vicuna
---

Mock conversations between a student and a tutor to train a chatbot for educational purposes as suggested in the paper 
[CLASS Meet SPOCK: An Education Tutoring Chatbot based on Learning Science Principles](https://arxiv.org/abs/2305.13272).

Dataset generated from [OpenStax Biology 2e textbook](https://openstax.org/details/books/biology-2e).
Problem, Subproblem, Hints, and Feedback is generated using the [prompt](https://github.com/luffycodes/Tutorbot-Spock/blob/main/prompts/problem_gen/v3.txt).
Mock Conversations is generated using the [prompt](https://github.com/luffycodes/Tutorbot-Spock/blob/main/prompts/conversation_gen/v3.txt).

For any queries, contact Shashank Sonkar (ss164  AT rice dot edu)

If you use this model, please cite:
CLASS Meet SPOCK: An Education Tutoring Chatbot based on Learning Science Principles
https://arxiv.org/abs/2305.13272
```
@misc{sonkar2023class,
      title={CLASS Meet SPOCK: An Education Tutoring Chatbot based on Learning Science Principles}, 
      author={Shashank Sonkar and Lucy Liu and Debshila Basu Mallick and Richard G. Baraniuk},
      year={2023},
      eprint={2305.13272},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}
```