Search Results for author: Anton Shapkin

Found 2 papers, 0 papers with code

Kotlin ML Pack: Technical Report

no code implementations29 May 2024 Sergey Titov, Mikhail Evtikhiev, Anton Shapkin, Oleg Smirnov, Sergei Boytsov, Dariia Karaeva, Maksim Sheptyakov, Mikhail Arkhipov, Timofey Bryksin, Egor Bogomolov

In this technical report, we present three novel datasets of Kotlin code: KStack, KStack-clean, and KExercises.

Dynamic Retrieval-Augmented Generation

no code implementations14 Dec 2023 Anton Shapkin, Denis Litvinov, Yaroslav Zharov, Egor Bogomolov, Timur Galimzyanov, Timofey Bryksin

Our approach achieves several targets: (1) lifting the length limitations of the context window, saving on the prompt size; (2) allowing huge expansion of the number of retrieval entities available for the context; (3) alleviating the problem of misspelling or failing to find relevant entity names.

abstractive question answering Code Generation +3

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