Chatbot
Training on Persona & Gallery Datasets
Relatively Light Model
Multi-turn / History / Context
Uncontrollable / Attention Shift / English-only
Multiple Languages Support
Prompt / Transfer Learning
Quality on Low Resource / Single-turn
Evaluation Metrics
Powerful LM
Internal Knowledge / Zero-shot
Pure Black Box / No Open Source / Not Free
Hallucination / English-only
Phuket Bot
Plug-and-Play
Diffusion Model / Groundness
Controllable / External Knowledge / Self Check
Annotation / English-only
Dimensions
Open-domain / Task-oriented
Generative / Extractive / Retrieval
Single-turn / Multi-turn
Pipeline / End-to-end
Open-domain
Task-oriented
Now, we have...
ArtQuest Bot
Multilingual Bot
General Purpose Bot
Information-driven Bot
Reference
https://arxiv.org/pdf/2105.04387.pdf
Made with Slides.com