Search Results for author: Anton Golubev

Found 4 papers, 4 papers with code

Large Language Models in Targeted Sentiment Analysis

1 code implementation18 Apr 2024 Nicolay Rusnachenko, Anton Golubev, Natalia Loukachevitch

Reasoning capabilities of the fine-tuned Flan-T5 models with THoR achieve at least 5% increment with the base-size model compared to the results of the zero-shot experiment.

Sentiment Analysis

RuSentNE-2023: Evaluating Entity-Oriented Sentiment Analysis on Russian News Texts

1 code implementation28 May 2023 Anton Golubev, Nicolay Rusnachenko, Natalia Loukachevitch

The paper describes the RuSentNE-2023 evaluation devoted to targeted sentiment analysis in Russian news texts.

Sentence Sentiment Analysis

Transfer Learning for Improving Results on Russian Sentiment Datasets

1 code implementation6 Jul 2021 Anton Golubev, Natalia Loukachevitch

In this study, we test transfer learning approach on Russian sentiment benchmark datasets using additional train sample created with distant supervision technique.

Natural Language Inference Sentiment Analysis +2

Improving Results on Russian Sentiment Datasets

1 code implementation28 Jul 2020 Anton Golubev, Natalia Loukachevitch

In this study, we test standard neural network architectures (CNN, LSTM, BiLSTM) and recently appeared BERT architectures on previous Russian sentiment evaluation datasets.

Natural Language Inference Sentiment Analysis +1

Cannot find the paper you are looking for? You can Submit a new open access paper.