Open-domain question answering with DeepPavlov

Vasily Konovalov
Feb 4 · 6 min read
Figure 1. A typical dialogue with an ODQA system

Model description

Figure 2. The DeepPavlov-based ODQA system architecture

Ranker configuration

Reader configuration

Model requirements

python -m deeppavlov install deeppavlov/configs/odqa/en_odqa_infer_wiki.json

Interaction with the model

python -m deeppavlov interact deeppavlov/configs/odqa/en_odqa_infer_wiki.json -d

Training the model

Conclusion

References

DeepPavlov

An open-source library for deep learning end-to-end dialog systems and chatbots / DeepPavlov.ai

Vasily Konovalov

Written by

Machine Learning and Natural Language Processing expert at iPavlov lab.

DeepPavlov

An open-source library for deep learning end-to-end dialog systems and chatbots / DeepPavlov.ai