Stance detection: A survey

D Küçük, F Can - ACM Computing Surveys (CSUR), 2020 - dl.acm.org
Automatic elicitation of semantic information from natural language texts is an important
research problem with many practical application areas. Especially after the recent …

A systematic review of machine learning techniques for stance detection and its applications

N Alturayeif, H Luqman, M Ahmed - Neural Computing and Applications, 2023 - Springer
Stance detection is an evolving opinion mining research area motivated by the vast increase
in the variety and volume of user-generated content. In this regard, considerable research …

Multilingual stance detection in social media political debates

M Lai, AT Cignarella, DIH Farías, C Bosco… - Computer Speech & …, 2020 - Elsevier
Stance Detection is the task of automatically determining whether the author of a text is in
favor, against, or neutral towards a given target. In this paper we investigate the portability of …

[PDF][PDF] Overview of the task on stance and gender detection in tweets on Catalan independence at IberEval 2017

M Taulé, MA Martí, FM Rangel, P Rosso… - CEUR Workshop …, 2017 - iris.unito.it
Stance and Gender Detection in Tweets on Catalan Independence (StanceCat) is a new
shared task proposed for the first time at the IberEval 2017 evaluation campaign. The …

Stance evolution and twitter interactions in an italian political debate

M Lai, V Patti, G Ruffo, P Rosso - … on Applications of Natural Language to …, 2018 - Springer
The number of communications and messages generated by users on social media
platforms has progressively increased in the last years. Therefore, the issue of develo** …

Stance polarity in political debates: A diachronic perspective of network homophily and conversations on Twitter

M Lai, M Tambuscio, V Patti, G Ruffo… - Data & Knowledge …, 2019 - Elsevier
In the last decade, social media gained a very significant role in public debates, and despite
the many intrinsic difficulties of analyzing data streaming from on-line platforms that are …

TWilBert: Pre-trained deep bidirectional transformers for Spanish Twitter

JA Gonzalez, LF Hurtado, F Pla - Neurocomputing, 2021 - Elsevier
In recent years, the Natural Language Processing community have been moving from
uncontextualized word embeddings towards contextualized word embeddings. Among …

Explainable cross-topic stance detection for search results

T Draws, K Natesan Ramamurthy, I Baldini… - Proceedings of the …, 2023 - dl.acm.org
One way to help users navigate debated topics online is to apply stance detection in web
search. Automatically identifying whether search results are against, neutral, or in favor …

Enhancing stance detection through sequential weighted multi-task learning

N Alturayeif, H Luqman, M Ahmed - Social Network Analysis and Mining, 2023 - Springer
The exponential growth of user-generated content on social media platforms, online news
outlets, and digital communication has necessitated the development of automated tools for …

Semi-automatic generation of multilingual datasets for stance detection in Twitter

E Zotova, R Agerri, G Rigau - Expert Systems with Applications, 2021 - Elsevier
Popular social media networks provide the perfect environment to study the opinions and
attitudes expressed by users. While interactions in social media such as Twitter occur in …