The multimodal sentiment analysis in car reviews (muse-car) dataset: Collection, insights and improvements

L Stappen, A Baird, L Schumann… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Truly real-life data presents a strong, but exciting challenge for sentiment and emotion
research. The high variety of possible 'in-the-wild'properties makes large datasets such as …

PanoSent: A Panoptic Sextuple Extraction Benchmark for Multimodal Conversational Aspect-based Sentiment Analysis

M Luo, H Fei, B Li, S Wu, Q Liu, S Poria… - arXiv preprint arXiv …, 2024 - arxiv.org
While existing Aspect-based Sentiment Analysis (ABSA) has received extensive effort and
advancement, there are still gaps in defining a more holistic research target seamlessly …

Enhancing Aspect Based Sentiment Analysis Using BERT and Capsule Networks

AE Regi, GJ Leelipushpam - 2024 2nd International …, 2024 - ieeexplore.ieee.org
Aspect-Based Sentiment Analysis (ABSA) is a vital tool in the field of natural language
processing, used to uncover the complex sentiments expressed in textual data. This is …

Multimodal sentiment analysis in real-life videos

L Stappen - 2022 - opus.bibliothek.uni-augsburg.de
This thesis extends the emerging field of multimodal sentiment analysis of real-life videos,
taking two components into consideration: the emotion and the emotion's target. The …