Vasily KonovalovinTowards AICan ChatGPT beat DeepPavlov in Natural Language Understanding tasks?While ChatGPT shows astonishing results, it cannot beat pretrained Transformer-based models integrated into DeepPavlov on the GLUE tasks.Jun 27, 2023Jun 27, 2023
Vasily KonovalovinDeepPavlovIntroducing DeepPavlov Library 1.0.0 — an Open-Source Natural Language Processing LibraryDeepPavlov Library is a conversational open-source library for Natural Language Processing (NLP) and Multiskill AI Assistant development…Nov 30, 2022Nov 30, 2022
Vasily KonovalovinDeepPavlovIntroducing DeepPavlov v0.16— an Open-Source NLP LibraryStarting from version 0.16 ✅, DeepPavlov is now based on PyTorch though some backwards compatibility with older TF-based models still…Aug 12, 20212Aug 12, 20212
Vasily KonovalovinDeepPavlovText Classification using DeepPavlov Library with PyTorch and TransformersDeepPavlov Library is a conversational open-source library for Natural Language Processing (NLP) and Multiskill AI Assistant development…Jan 29, 20211Jan 29, 20211
Vasily KonovalovinDeepPavlovDeveloping QA Systems for any Language with DeepPavlovDeepPavlov is a conversational AI framework that contains all the components required for building chatbots. It’s free and easy to use…Jul 8, 20201Jul 8, 20201
Vasily KonovalovinTowards Data ScienceBERT-based Cross-Lingual Question Answering with DeepPavlovDeepPavlov is a conversational artificial intelligence framework that contains all the components required for building chatbots…Aug 7, 20192Aug 7, 20192
Vasily KonovalovinTowards Data Science19 entities for 104 languages: A new era of NER with the DeepPavlov multilingual BERTThere’s hardly anyone left in the world data science community who wouldn’t agree that the release of BERT was the most exciting event in…Jun 12, 20197Jun 12, 20197
Vasily KonovalovinTowards Data ScienceThe BERT-based text classification models of DeepPavlovDeepPavlov is a conversational artificial intelligence framework that contains all the components required for building chatbots…May 29, 20192May 29, 20192
Vasily KonovalovinDeepPavlovOpen-domain question answering with DeepPavlovThis article is part of an ongoing series on the DeepPavlov framework. Feel free to check out the full list of articles.Feb 4, 20197Feb 4, 20197
Vasily KonovalovinDeepPavlovSimple intent recognition and question answering with DeepPavlovThis article is part of an ongoing series on the DeepPavlov framework. You can also check out the full list of articles.Jan 2, 20194Jan 2, 20194
