Argument mining: A survey

J Lawrence, C Reed - Computational Linguistics, 2020 - direct.mit.edu
Argument mining is the automatic identification and extraction of the structure of inference
and reasoning expressed as arguments presented in natural language. Understanding …

Network polarization, filter bubbles, and echo chambers: An annotated review of measures and reduction methods

R Interian, R G. Marzo, I Mendoza… - International …, 2023 - Wiley Online Library
Polarization arises when the underlying network connecting the members of a community or
society becomes characterized by highly connected groups with weak intergroup …

A scoping review on the use of natural language processing in research on political polarization: trends and research prospects

R Németh - Journal of computational social science, 2023 - Springer
As part of the “text-as-data” movement, Natural Language Processing (NLP) provides a
computational way to examine political polarization. We conducted a methodological …

The applications of sentiment analysis for Russian language texts: Current challenges and future perspectives

S Smetanin - IEEE Access, 2020 - ieeexplore.ieee.org
Sentiment analysis has become a powerful tool in processing and analysing expressed
opinions on a large scale. While the application of sentiment analysis on English-language …

Capturing stance dynamics in social media: open challenges and research directions

R Alkhalifa, A Zubiaga - International Journal of Digital Humanities, 2022 - Springer
Social media platforms provide a goldmine for mining public opinion on issues of wide
societal interest and impact. Opinion mining is a problem that can be operationalised by …

GENE: Graph generation conditioned on named entities for polarity and controversy detection in social media

M Mendoza, D Parra, Á Soto - Information Processing & Management, 2020 - Elsevier
Many of the interactions between users on social networks are controversial, specially in
polarized environments. In effect, rather than producing a space for deliberation, these …

Separating polarization from noise: comparison and normalization of structural polarization measures

A Salloum, THY Chen, M Kivelä - Proceedings of the ACM on human …, 2022 - dl.acm.org
Quantifying the amount of polarization is crucial for understanding and studying political
polarization in political and social systems. Several methods are used commonly to measure …

Conversational networks for automatic online moderation

E Papegnies, V Labatut, R Dufour… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Moderation of user-generated content in an online community is a challenge that has great
socio-economic ramifications. However, the costs incurred by delegating this paper to …

Share of toxic comments among different topics: the case of Russian social networks

S Smetanin, M Komarov - 2021 IEEE 23rd Conference on …, 2021 - ieeexplore.ieee.org
With the widespread use of online social networks, it is becoming more and more difficult to
monitor and analyse all the user-generated content. Toxic speech in online conversations …

论证挖掘研究现状与进展

李娇, 赵瑞雪, 鲜国建, 黄永文, 孙坦 - 农业图书情报学报, 2023 - nytsqb.aiijournal.com
摘要院[目的/意义] 论证挖掘是近年来计算语言学领域的热点研究内容, 为论证计算模型提供机器
可处理的结构化数据, 对其研究现状及进展进行总结和分析可为后续的研究及应用深化提供借鉴 …