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XED: A multilingual dataset for sentiment analysis and emotion detection
We introduce XED, a multilingual fine-grained emotion dataset. The dataset consists of
human-annotated Finnish (25k) and English sentences (30k), as well as projected …
human-annotated Finnish (25k) and English sentences (30k), as well as projected …
Using deep learning for emotion analysis of 18th and 19th century German plays
We present first results of the project “Emotions in Drama” in which we explore the
annotation of emotions and the application of computational emotion analysis …
annotation of emotions and the application of computational emotion analysis …
Towards a corpus of historical German plays with emotion annotations
In this paper, we present first work-in-progress annotation results of a project investigating
computational methods of emotion analysis for historical German plays around 1800. We …
computational methods of emotion analysis for historical German plays around 1800. We …
FinnSentiment: a Finnish social media corpus for sentiment polarity annotation
Sentiment analysis and opinion mining are essential tasks with many prominent application
areas, eg, when researching popular opinions on products or brands. Sentiments expressed …
areas, eg, when researching popular opinions on products or brands. Sentiments expressed …
Creating a dataset for multilingual fine-grained emotion-detection using gamification-based annotation
This paper introduces a gamified framework for fine-grained sentiment analysis and emotion
detection. We present a flexible tool, Sentimentator, that can be used for efficient annotation …
detection. We present a flexible tool, Sentimentator, that can be used for efficient annotation …
[PDF][PDF] Emotion preservation in translation: Evaluating datasets for annotation projection
K Kajava, E Öhman, P Hui… - Digital Humanities in the …, 2020 - helda.helsinki.fi
This paper is a pilot study that aims to explore the viability of annotation projection from one
language to another as well as to evaluate the multilingual data set we have created for …
language to another as well as to evaluate the multilingual data set we have created for …
Gamified expert annotation systems: meta-requirements and tentative design
Poorly annotated data is a common problem for data-intensive applications like supervised
machine learning. In domains like healthcare, annotation tasks require specific domain …
machine learning. In domains like healthcare, annotation tasks require specific domain …
A 3D role-playing game for abusive language annotation
Gamification has been applied to many linguistic annotation tasks, as an alternative to
crowdsourcing platforms to collect annotated data in an inexpensive way. However, we think …
crowdsourcing platforms to collect annotated data in an inexpensive way. However, we think …
Research on the sentiment recognition and application of allusive words based on text semantic enhancement
X Li, H Wang, B Shi, W Bu - PloS one, 2024 - journals.plos.org
In the era of digital intelligence empowerment, the data-driven approach to the mining and
organization of humanistic knowledge has ushered in new development opportunities …
organization of humanistic knowledge has ushered in new development opportunities …
Inter-rater agreement and usability: A comparative evaluation of annotation tools for sentiment annotation
We present the results of a comparative evaluation study of five annotation tools with 50
participants in the context of sentiment and emotion annotation of literary texts. Ten …
participants in the context of sentiment and emotion annotation of literary texts. Ten …