Multimodal sentiment analysis: a survey of methods, trends, and challenges

R Das, TD Singh - ACM Computing Surveys, 2023 - dl.acm.org
Sentiment analysis has come long way since it was introduced as a natural language
processing task nearly 20 years ago. Sentiment analysis aims to extract the underlying …

A review of natural language processing techniques for opinion mining systems

S Sun, C Luo, J Chen - Information fusion, 2017 - Elsevier
As the prevalence of social media on the Internet, opinion mining has become an essential
approach to analyzing so many data. Various applications appear in a wide range of …

A survey on opinion mining and sentiment analysis: tasks, approaches and applications

K Ravi, V Ravi - Knowledge-based systems, 2015 - Elsevier
With the advent of Web 2.0, people became more eager to express and share their opinions
on web regarding day-to-day activities and global issues as well. Evolution of social media …

A survey on classification techniques for opinion mining and sentiment analysis

F Hemmatian, MK Sohrabi - Artificial intelligence review, 2019 - Springer
Opinion mining is considered as a subfield of natural language processing, information
retrieval and text mining. Opinion mining is the process of extracting human thoughts and …

A survey on semantic processing techniques

R Mao, K He, X Zhang, G Chen, J Ni, Z Yang… - Information …, 2024 - Elsevier
Semantic processing is a fundamental research domain in computational linguistics. In the
era of powerful pre-trained language models and large language models, the advancement …

Mosi: multimodal corpus of sentiment intensity and subjectivity analysis in online opinion videos

A Zadeh, R Zellers, E Pincus, LP Morency - arxiv preprint arxiv …, 2016 - arxiv.org
People are sharing their opinions, stories and reviews through online video sharing
websites every day. Studying sentiment and subjectivity in these opinion videos is …

Sentiment analysis: Detecting valence, emotions, and other affectual states from text

SM Mohammad - Emotion measurement, 2016 - Elsevier
Sentiment analysis is the task of automatically determining from text the attitude, emotion, or
some other affectual state of the author. This chapter summarizes the diverse landscape of …

[LLIBRE][B] Sentiment analysis and opinion mining

B Liu - 2022 - books.google.com
Sentiment analysis and opinion mining is the field of study that analyzes people's opinions,
sentiments, evaluations, attitudes, and emotions from written language. It is one of the most …

Distinguishing between facts and opinions for sentiment analysis: Survey and challenges

I Chaturvedi, E Cambria, RE Welsch, F Herrera - Information Fusion, 2018 - Elsevier
Sentiment analysis requires a lot of information coming from different sources and about
different topics to be retrieved and fused. For this reason, one of the most important subtasks …

[PDF][PDF] Attention-based LSTM network for cross-lingual sentiment classification

X Zhou, X Wan, J **ao - Proceedings of the 2016 conference on …, 2016 - aclanthology.org
Most of the state-of-the-art sentiment classification methods are based on supervised
learning algorithms which require large amounts of manually labeled data. However, the …