Search Results for author: Mikhail Salnikov

Found 5 papers, 3 papers with code

Large Language Models Meet Knowledge Graphs to Answer Factoid Questions

no code implementations3 Oct 2023 Mikhail Salnikov, Hai Le, Prateek Rajput, Irina Nikishina, Pavel Braslavski, Valentin Malykh, Alexander Panchenko

Recently, it has been shown that the incorporation of structured knowledge into Large Language Models significantly improves the results for a variety of NLP tasks.

Knowledge Graphs Re-Ranking

Deep learning Framework for Mobile Microscopy

1 code implementation27 Jul 2020 Anatasiia Kornilova, Mikhail Salnikov, Olga Novitskaya, Maria Begicheva, Egor Sevriugov, Kirill Shcherbakov, Valeriya Pronina, Dmitry V. Dylov

Mobile microscopy is a promising technology to assist and to accelerate disease diagnostics, with its widespread adoption being hindered by the mediocre quality of acquired images.

Deblurring Denoising +4

Multi-fidelity Neural Architecture Search with Knowledge Distillation

1 code implementation15 Jun 2020 Ilya Trofimov, Nikita Klyuchnikov, Mikhail Salnikov, Alexander Filippov, Evgeny Burnaev

The method relies on a new approach to low-fidelity evaluations of neural architectures by training for a few epochs using a knowledge distillation.

Knowledge Distillation Neural Architecture Search

NAS-Bench-NLP: Neural Architecture Search Benchmark for Natural Language Processing

1 code implementation12 Jun 2020 Nikita Klyuchnikov, Ilya Trofimov, Ekaterina Artemova, Mikhail Salnikov, Maxim Fedorov, Evgeny Burnaev

In this work, we step outside the computer vision domain by leveraging the language modeling task, which is the core of natural language processing (NLP).

Language Modelling Neural Architecture Search

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