Search Results for author: Elizaveta Goncharova

Found 8 papers, 2 papers with code

On a Chatbot Navigating a User through a Concept-Based Knowledge Model

no code implementations EcomNLP (COLING) 2020 Boris Galitsky, Dmitry Ilvovsky, Elizaveta Goncharova

Information retrieval chatbots are widely used as assistants, to help users formulate their requirements about the products they want to purchase, and navigate to the set of items that satisfies their requirements in the best way.

Attribute Chatbot +4

MERA: A Comprehensive LLM Evaluation in Russian

1 code implementation9 Jan 2024 Alena Fenogenova, Artem Chervyakov, Nikita Martynov, Anastasia Kozlova, Maria Tikhonova, Albina Akhmetgareeva, Anton Emelyanov, Denis Shevelev, Pavel Lebedev, Leonid Sinev, Ulyana Isaeva, Katerina Kolomeytseva, Daniil Moskovskiy, Elizaveta Goncharova, Nikita Savushkin, Polina Mikhailova, Denis Dimitrov, Alexander Panchenko, Sergei Markov

To address these issues, we introduce an open Multimodal Evaluation of Russian-language Architectures (MERA), a new instruction benchmark for evaluating foundation models oriented towards the Russian language.

The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models

no code implementations10 Nov 2023 Anton Razzhigaev, Matvey Mikhalchuk, Elizaveta Goncharova, Ivan Oseledets, Denis Dimitrov, Andrey Kuznetsov

In this study, we present an investigation into the anisotropy dynamics and intrinsic dimension of embeddings in transformer architectures, focusing on the dichotomy between encoders and decoders.

On a Chatbot Conducting Dialogue-in-Dialogue

no code implementations WS 2019 Boris Galitsky, Dmitry Ilvovsky, Elizaveta Goncharova

We demo a chatbot that delivers content in the form of virtual dialogues automatically produced from plain texts extracted and selected from documents.

Chatbot

On a Chatbot Providing Virtual Dialogues

no code implementations RANLP 2019 Boris Galitsky, Dmitry Ilvovsky, Elizaveta Goncharova

We present a chatbot that delivers content in the form of virtual dialogues automatically produced from the plain texts that are extracted and selected from the documents.

Chatbot

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