Papers by Jongho Park
Prompted LLMs as Chatbot Modules for Long Open-domain Conversation (2023.findings-acl)
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| Challenge: | Using pre-trained large language models (LLMs) as individual modules for long-term consistency and flexibility is a challenge for open-domain chatbots due to the computational burden of updating models with billions of parameters and the scarcity of data in the dialogue domain. |
| Approach: | They propose a method that uses pre-trained large language models as individual modules for long-term consistency and flexibility. |
| Outcome: | The proposed method is on par with fine-tuned chatbot models in open-domain conversations, showing it can create consistent and engaging chatbots. |