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

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...

Reference

https://arxiv.org/pdf/2105.04387.pdf

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