Multiple Teacher Distillation for Robust and Greener Models

no code implementations • RANLP 2021 • Artur Ilichev, Nikita Sorokin, Irina Piontkovskaya, Valentin Malykh

The language models nowadays are in the center of natural language processing progress.

Ask Me Anything in Your Native Language

no code implementations • NAACL 2022 • Nikita Sorokin, Dmitry Abulkhanov, Irina Piontkovskaya, Valentin Malykh

Cross-lingual question answering is a thriving field in the modern world, helping people to search information on the web more efficiently.

Cross-Lingual Question Answering Retrieval

CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search

no code implementations • 19 May 2023 • Nikita Sorokin, Dmitry Abulkhanov, Sergey Nikolenko, Valentin Malykh

We consider the clone detection and information retrieval problems for source code, well-known tasks important for any programming language.

Clone Detection Code Search +2

Searching by Code: a New SearchBySnippet Dataset and SnippeR Retrieval Model for Searching by Code Snippets

no code implementations • 19 May 2023 • Ivan Sedykh, Dmitry Abulkhanov, Nikita Sorokin, Sergey Nikolenko, Valentin Malykh

Code search is an important and well-studied task, but it usually means searching for code by a text query.

Code Search Retrieval