mlsanityData to 7 Oct 2026

EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis

arXiv 2205.01996 ↗First posted 4 May 2022cs.CL cs.AI cs.LGcited by 75

Not on the map. Why?

Abstract (arXiv)

We describe EmoBank, a corpus of 10k English sentences balancing multiple genres, which we annotated with dimensional emotion metadata in the Valence-Arousal-Dominance (VAD) representation format. EmoBank excels with a bi-perspectival and bi-representational design. On the one hand, we distinguish between writer's and reader's emotions, on the other hand, a subset of the corpus complements dimensional VAD annotations with categorical ones based on Basic Emotions. We find evidence for the supremacy of the reader's perspective in terms of IAA and rating intensity, and achieve close-to-human performance when mapping between dimensional and categorical formats.

Key facts. Cited by 75 papers in the map (data through 7 Oct 2026). Builds on 1 of its 40 references that are in the map. First posted on arXiv 4 May 2022.

Builds on

1 of 40 references.

References · 1

  1. 2013Crowdsourcing a Word-Emotion Association Lexiconcited by 193

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2022: 6; 2023: 12; 2024: 9; 2025: 19; 2026: 29.

75 papers.

Sort:

By area:

  1. 2023Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmarkcited by 62
  2. 2024EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysiscited by 62
  3. 2022Dimensional Modeling of Emotions in Text with Appraisal Theories: Corpus Creation, Annotation Reliability, and Predictioncited by 45
  4. 2025Pragmatics in the Era of Large Language Models: A Survey on Datasets, Evaluation, Opportunities and Challengescited by 31
  5. 2023Design Choices for Crowdsourcing Implicit Discourse Relations: Revealing the Biases Introduced by Task Designcited by 14
  6. 2022Natural Language Inference Prompts for Zero-shot Emotion Classification in Text across Corporacited by 13
  7. 2023Emotion fusion for mental illness detection from social media: A surveycited by 13
  8. 2024From Text to Emotion: Unveiling the Emotion Annotation Capabilities of LLMscited by 13
  9. 2023Quantifying Valence and Arousal in Text with Multilingual Pre-trained Transformerscited by 11
  10. 2025Decoding Emotion in the Deep: A Systematic Study of How LLMs Represent, Retain, and Express Emotioncited by 10
  11. 2022APPReddit: a Corpus of Reddit Posts Annotated for Appraisalcited by 7
  12. 2023Emotion Recognition based on Psychological Components in Guided Narratives for Emotion Regulationcited by 7
38 more
  1. 2023Where are We in Event-centric Emotion Analysis? Bridging Emotion Role Labeling and Appraisal-based Approachescited by 7
  2. 2024SOCIALITE-LLAMA: An Instruction-Tuned Model for Social Scientific Taskscited by 7
  3. 2023Text-Transport: Toward Learning Causal Effects of Natural Languagecited by 6
  4. 2022Building a Dialogue Corpus Annotated with Expressed and Experienced Emotionscited by 4
  5. 2023Affective Visual Dialog: A Large-Scale Benchmark for Emotional Reasoning Based on Visually Grounded Conversationscited by 4
  6. 2024Improving Language Models for Emotion Analysis: Insights from Cognitive Sciencecited by 4
  7. 2025iNews: A Multimodal Dataset for Modeling Personalized Affective Responses to Newscited by 4
  8. 2026SemEval-2026 Task 3: Dimensional Aspect-Based Sentiment Analysis (DimABSA)cited by 4
  9. 2026LLMs Capture Emotion Labels, Not Emotion Uncertainty: Distributional Analysis and Calibration of Human-LLM Judgment Gapscited by 4
  10. 2024Ethos and Pathos in Online Group Discussions: Corpora for Polarisation Issues in Social Mediacited by 3
  11. 2024Personality-affected Emotion Generation in Dialog Systemscited by 3
  12. 2022Modelling Emotion Dynamics in Song Lyrics with State Space Modelscited by 2
  13. 2023Balancing Effect of Training Dataset Distribution of Multiple Styles for Multi-Style Text Transfercited by 2
  14. 2024Representation Learning with Conditional Information Flow Maximizationcited by 2
  15. 2024Enhancing Long-term RAG Chatbots with Psychological Models of Memory Importance and Forgettingcited by 2
  16. 2025Optimism, Expectation, or Sarcasm? Multi-Class Hope Speech Detection in Spanish and Englishcited by 2
  17. 2025Fluent but Unfeeling: The Emotional Blind Spots of Language Modelscited by 2
  18. 2026Uncertainty Decomposition via Cyclical SG-MCMC and Soft-label Learning for Subjective NLPcited by 2
  19. 2023Depression detection in social media posts using affective and social norm featurescited by 1
  20. 2025Evaluating Large Language Models Against Human Annotators in Latent Content Analysis: Sentiment, Political Leaning, Emotional Intensity, and Sarcasmcited by 1
  21. 2025Detecting harassment and defamation in cyberbullying with emotion-adaptive trainingcited by 1
  22. 2025Why Robots Are Bad at Detecting Their Mistakes: Limitations of Miscommunication Detection in Human-Robot Dialoguecited by 1
  23. 2025Continuous sentiment scores for literary and multilingual contextscited by 1
  24. 2025Unveiling Affective Polarization Trends in Parliamentary Proceedingscited by 1
  25. 2026DimABSA: Building Multilingual and Multidomain Datasets for Dimensional Aspect-Based Sentiment Analysiscited by 1
  26. 2026Omitted Variable Bias in Language Models Under Distribution Shiftcited by 1
  27. 2026LogSigma at SemEval-2026 Task 3: Uncertainty-Weighted Multitask Learning for Dimensional Aspect-Based Sentiment Analysiscited by 1
  28. 2026ICT-NLP at SemEval-2026 Task 3: Less Is More -- Multilingual Encoder with Joint Training and Adaptive Ensemble for Dimensional Aspect Sentiment Regressioncited by 1
  29. 2022Computational Storytelling and Emotions: A Surveycited by 0
  30. 2023Deep Learning-Based Knowledge Injection for Metaphor Detection: A Comprehensive Reviewcited by 0
  31. 2023Emotion Embeddings unicodex2014 Learning Stable and Homogeneous Abstractions from Heterogeneous Affective Datasetscited by 0
  32. 2024SoftMCL: Soft Momentum Contrastive Learning for Fine-grained Sentiment-aware Pre-trainingcited by 0
  33. 2025Continuous Adversarial Text Representation Learning for Affective Recognitioncited by 0
  34. 2025Affect Models Have Weak Generalizability to Atypical Speechcited by 0
  35. 2025Contrastive Distillation of Emotion Knowledge from LLMs for Zero-Shot Emotion Recognitioncited by 0
  36. 2025MVRS: The Multimodal Virtual Reality Stimuli-based Emotion Recognition Datasetcited by 0
  37. 2025A Multi-Component AI Framework for Computational Psychology: From Robust Predictive Modeling to Deployed Generative Dialoguecited by 0
  38. 2025Words to Waves: Emotion-Adaptive Music Recommendation Systemcited by 0

50 most cited of 75 All 75 (JSON)