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DeepPavlov
An open-source stack for deep learning end-to-end dialog systems and chatbots: library, neurosymbolic engine, conversational AI orchestrator, multiskill AI assistant platform + dev tools.
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Improving Knowledge Graph Completion with Generative LM and neighbors
Improving Knowledge Graph Completion with Generative LM and neighbors
Combining both internal LM knowledge and external data from KG
Alla Chepurova
Sep 5, 2023
Memory enhances ChatGPT performance in multi-hop QA
Memory enhances ChatGPT performance in multi-hop QA
An assessment of ChatGPT performance on MHQA tasks with and without memory augmentation compared to a task-tuned language model.
Alsu Sagirova
Sep 5, 2023
Multi-task NLP models in DeepPavlov
Multi-task NLP models in DeepPavlov
These models allow combining many tasks into one backbone while retaining or even increasing the model quality.
Dmitry Karpov
Sep 4, 2023
Creating Assistants with DeepPavlov Dream. Part 4: Document-based Question Answering with LLMs
Creating Assistants with DeepPavlov Dream. Part 4: Document-based Question Answering with LLMs
Learn how to use or customize Document-based Question Answering distribution of Dream chatbot.
Veronika Smilga
Jul 10, 2023
Creating Assistants with DeepPavlov Dream.
Creating Assistants with DeepPavlov Dream.
Welcome to our third tutorial, where we will walk you through the process of building your own personal assistant using DeepPavlov Dream…
Ksenia Petukhova
Jul 10, 2023
Creating Assistants with DeepPavlov Dream. Part 2: Customizing Prompt-based Distribution
Creating Assistants with DeepPavlov Dream. Part 2: Customizing Prompt-based Distribution
Introduction
Ksenia Petukhova
Jul 6, 2023
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