A Survey on Sentiment and Emotion Analysis for Computational Literary Studies
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Abstract (arXiv)
Emotions are a crucial part of compelling narratives: literature tells us about people with goals, desires, passions, and intentions. Emotion analysis is part of the broader and larger field of sentiment analysis, and receives increasing attention in literary studies. In the past, the affective dimension of literature was mainly studied in the context of literary hermeneutics. However, with the emergence of the research field known as Digital Humanities (DH), some studies of emotions in a literary context have taken a computational turn. Given the fact that DH is still being formed as a field, this direction of research can be rendered relatively new. In this survey, we offer an overview of the existing body of research on emotion analysis as applied to literature. The research under review deals with a variety of topics including tracking dramatic changes of a plot development, network analysis of a literary text, and understanding the emotionality of texts, among other topics.
Key facts. Cited by 14 papers in the map (data through 14 Oct 2026). First posted on arXiv 9 Aug 2018.
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Citing papers per year: 2021: 2; 2022: 4; 2023: 3; 2024: 2; 2025: 2; 2026: 1.
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- 2024Emotion Analysis in NLP: Trends, Gaps and Roadmap for Future Directionscited by 27
- 2021Emotion-Aware, Emotion-Agnostic, or Automatic: Corpus Creation Strategies to Obtain Cognitive Event Appraisal Annotationscited by 6
- 2022ViNTER: Image Narrative Generation with Emotion-Arc-Aware Transformercited by 4
- 2024Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learningcited by 4
- 2023Applications and Challenges of Sentiment Analysis in Real-life Scenarioscited by 2
- 2025An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3cited by 2
- 2025Artwork Interpretation with Vision Language Models: A Case Study on Emotions and Emotion Symbolscited by 2
- 2022Computational Storytelling and Emotions: A Surveycited by 1
- 2022Automatic Emotion Modelling in Written Storiescited by 1
- 2021Protagonists' Tagger in Literary Domain -- New Datasets and a Method for Person Entity Linkagecited by 0
- 2022Emotion detection of social data: APIs comparative studycited by 0
- 2023Affect as a proxy for literary moodcited by 0
2 more
- 2026LitSeg: Narrative-Aware Document Segmentation for Literary RAG26 May 2026
- 2025Artwork Interpretation with Vision Language Models: A Case Study on Emotions and Emotion Symbols28 Nov 2025
- 2025An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V330 May 2025
- 2024Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning4 Jun 2024
- 2024Emotion Analysis in NLP: Trends, Gaps and Roadmap for Future Directions2 Mar 2024
- 2023Sentiment Analysis in Digital Spaces: An Overview of Reviews30 Oct 2023
- 2023Affect as a proxy for literary mood6 Apr 2023
- 2023Applications and Challenges of Sentiment Analysis in Real-life Scenarios24 Jan 2023
- 2022Automatic Emotion Modelling in Written Stories21 Dec 2022
- 2022Emotion detection of social data: APIs comparative study8 Jul 2022
- 2022Computational Storytelling and Emotions: A Survey23 May 2022
- 2022ViNTER: Image Narrative Generation with Emotion-Arc-Aware Transformer15 Feb 2022
- 2024Emotion Analysis in NLP: Trends, Gaps and Roadmap for Future Directionscited by 27
- 2021Emotion-Aware, Emotion-Agnostic, or Automatic: Corpus Creation Strategies to Obtain Cognitive Event Appraisal Annotationscited by 6
- 2022ViNTER: Image Narrative Generation with Emotion-Arc-Aware Transformercited by 4
- 2024Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learningcited by 4
- 2023Applications and Challenges of Sentiment Analysis in Real-life Scenarioscited by 2
- 2025An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V3cited by 2
- 2022Computational Storytelling and Emotions: A Surveycited by 1
- 2022Automatic Emotion Modelling in Written Storiescited by 1
- 2021Protagonists' Tagger in Literary Domain -- New Datasets and a Method for Person Entity Linkagecited by 0
- 2022Emotion detection of social data: APIs comparative studycited by 0
- 2023Affect as a proxy for literary moodcited by 0
- 2023Sentiment Analysis in Digital Spaces: An Overview of Reviewscited by 0
- 2025An evaluation of LLMs for generating movie reviews: GPT-4o, Gemini-2.0 and DeepSeek-V330 May 2025
- 2024Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning4 Jun 2024
- 2024Emotion Analysis in NLP: Trends, Gaps and Roadmap for Future Directions2 Mar 2024
- 2023Sentiment Analysis in Digital Spaces: An Overview of Reviews30 Oct 2023
- 2023Affect as a proxy for literary mood6 Apr 2023
- 2023Applications and Challenges of Sentiment Analysis in Real-life Scenarios24 Jan 2023
- 2022Automatic Emotion Modelling in Written Stories21 Dec 2022
- 2022Emotion detection of social data: APIs comparative study8 Jul 2022
- 2022Computational Storytelling and Emotions: A Survey23 May 2022
- 2022ViNTER: Image Narrative Generation with Emotion-Arc-Aware Transformer15 Feb 2022
- 2021Protagonists' Tagger in Literary Domain -- New Datasets and a Method for Person Entity Linkage4 Oct 2021
- 2021Emotion-Aware, Emotion-Agnostic, or Automatic: Corpus Creation Strategies to Obtain Cognitive Event Appraisal Annotations25 Feb 2021