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DeepPavlov

Open-source Conversational AI Stack

deep learningdevopsdockermachine learningpythonpytorchtensorflow

Participation history

1 GSoC year

2021

3 projects

Official year page

TripPy + DeepPavlov

The TripPy architecture brings transformer models to Goal-oriented Chatbots. While setting new SoTA results on MultiWOZ among others, TripPy also...

Refactor Multi-Task BERT

Multi-task learning shares information between related tasks, reducing the number of parameters required. State of the art results across natural...

Relation Extraction

The main goal of the project is to provide the user of DeepPavlov Framework with an out-of-box solution for relation extraction. I would consider...