Other

DeepPavlov

Open-source Conversational AI Stack

Technologies
Deep learningdockerPythonpytorchtensorflow
Topics
artificial intelligenceconversationalnatural language processing
Total projects
3
Years participating
1
Most recent
2021

Participation history

1 program years
Projects by participation year 2021: 3 projects 3 2021

Historical projects

2021 3 projects

Official GSoC page ↗

TripPy + DeepPavlov

Contributor: Niklas Muennighoff

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

Contributor: Anshuman Singh

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

Relation Extraction

Contributor: Anastasiia Sedova

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...