A survey on sentiment analysis methods, applications, and challenges

M Wankhade, ACS Rao, C Kulkarni - Artificial Intelligence Review, 2022 - Springer
The rapid growth of Internet-based applications, such as social media platforms and blogs,
has resulted in comments and reviews concerning day-to-day activities. Sentiment analysis …

[PDF][PDF] Exploring demographic language variations to improve multilingual sentiment analysis in social media

S Volkova, T Wilson, D Yarowsky - Proceedings of the 2013 …, 2013 - aclanthology.org
Different demographics, eg, gender or age, can demonstrate substantial variation in their
language use, particularly in informal contexts such as social media. In this paper we focus …

Creating a general Russian sentiment lexicon

N Loukachevitch, A Levchik - Proceedings of the Tenth …, 2016 - aclanthology.org
The paper describes the new Russian sentiment lexicon-RuSentiLex. The lexicon was
gathered from several sources: opinionated words from domain-oriented Russian sentiment …

[PDF][PDF] An opinion word lexicon and a training dataset for Russian sentiment analysis of social media

OY Koltsova, S Alexeeva, S Kolcov - Computational Linguistics and …, 2016 - scila.hse.ru
Automatic assessment of sentiment in large text corpora is an important goal in social
sciences. This paper describes a methodology and the results of the development of a …

[PDF][PDF] Современные словари оценочной лексики для анализа мнений на русском и английском языках (аналитический обзор)

ЕВ Котельников, ЕВ Разова… - Научно-техническая …, 2020 - researchgate.net
Рассматриваются способы создания словарей оценочной лексики на русском и
английском языках с указанием их достоинств и недостатков. Анализируются 13 …

[PDF][PDF] Exploring sentiment in social media: Bootstrapping subjectivity clues from multilingual twitter streams

S Volkova, T Wilson, D Yarowsky - … of the 51st Annual Meeting of …, 2013 - aclanthology.org
We study subjective language in social media and create Twitter-specific lexicons via
bootstrapping sentiment-bearing terms from multilingual Twitter streams. Starting with a …

Deception detection in news reports in the russian language: Lexics and discourse

D Pisarevskaya - Proceedings of the 2017 EMNLP workshop …, 2017 - aclanthology.org
News verification and automated fact checking tend to be very important issues in our world.
The research is initial. We collected a corpus for Russian (174 news reports, truthful and …

[PDF][PDF] Evaluating sentiment analysis systems in Russian

I Chetviorkin, N Loukachevitch - Proceedings of the 4th biennial …, 2013 - aclanthology.org
In this paper we describe our experience in conducting the first open sentiment analysis
evaluations in Russian in 2011-2012. These initiatives took part within Russian Information …

[PDF][PDF] The impact of machine translation on sentiment analysis

G Shalunts, G Backfried, N Commeignes - Data Analytics, 2016 - core.ac.uk
The article explores the impact of Machine Translation on sentiment analysis, employing the
combination of two state-ofthe-art tools-the multilingual sentiment analysis tool SentiSAIL …

A comparative study of publicly available Russian sentiment lexicons

E Kotelnikov, T Peskisheva, A Kotelnikova… - Artificial Intelligence and …, 2018 - Springer
Sentiment lexicons play an important role in the systems of sentiment analysis and opinion
mining. The article takes a look into eight publicly available Russian sentiment lexicons of …