DeepPavlov dream: platform for building generative AI assistants
D Zharikova, D Kornev, F Ignatov… - Proceedings of the …, 2023 - aclanthology.org
Abstract An open-source DeepPavlov Dream Platform is specifically tailored for
development of complex dialog systems like Generative AI Assistants. The stack prioritizes …
development of complex dialog systems like Generative AI Assistants. The stack prioritizes …
Monolingual and cross-lingual knowledge transfer for topic classification
This article investigates the knowledge transfer from the RuQTopics dataset. This Russian
topical dataset combines a large sample number (361,560 single-label, 170,930 multi-label) …
topical dataset combines a large sample number (361,560 single-label, 170,930 multi-label) …
DeepPavlov 1.0: Your Gateway to Advanced NLP Models Backed by Transformers and Transfer Learning
Abstract We present DeepPavlov 1.0, an open-source framework for using Natural
Language Processing (NLP) models by leveraging transfer learning techniques …
Language Processing (NLP) models by leveraging transfer learning techniques …
Language Models Explain Recommendations Based on Meta-Information
O Sofronova, D Zharikova - International Conference on Neuroinformatics, 2023 - Springer
For recommender systems, the explanation of why the item was recommended to a user
increases the reliability. In this work, we introduce a post-hoc method of explaining any …
increases the reliability. In this work, we introduce a post-hoc method of explaining any …
Monolingual and Cross-Lingual Knowledge Transfer for Topic Classification
In this work, we investigate knowledge transfer from the RuQTopics dataset. This Russian
topical dataset combines a large number of data points (361, 560 single-label, 170, 930 …
topical dataset combines a large number of data points (361, 560 single-label, 170, 930 …