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Multi-Document Transformer for Personality Detection
11 references·0 citing·48 second hop
Multi-Document Transformer for Personality Detection (2021)Multi-Document Transformer for Personalit…Machine Learning Approach to Personality Type Prediction Based on the Myers–Briggs Type Indicator® (2020)Machine Learning Approach to …Hierarchical Modeling for User Personality Prediction: The Role of Message-Level Attention (2020)Hierarchical Modeling for Use…GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification (2019)GEAR: Graph-based Evidence Ag…Deep learning-based personality recognition from text posts of online social networks (2018)Deep learning-based personali…Psychological targeting as an effective approach to digital mass persuasion (2017)Psychological targeting as an…Zara: A Virtual Interactive Dialogue System Incorporating Emotion, Sentiment and Personality Recognition (2016)Zara: A Virtual Interactive D…Personality, Well-Being, and Health* (2014)Personality, Well-Being, and …Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach (2013)Personality, Gender, and Age …Linguistic Inquiry and Word Count (LIWC) (2012)Linguistic Inquiry and Word C…Personality in 100,000 Words: A large-scale analysis of personality and word use among bloggers (2010)Personality in 100,000 Words:…Major Depression and the Five-Factor Model of Personality (1995)Major Depression and the Five…Influence of extraversion and neuroticism on subjective well-being: Happy and unhappy people. (1980)Life on the Screen: Identity in the Age of the Internet (1997)The international personality item pool and the future of public-domain personality measures (2005)Personalized Persuasion (2012)Automatic personality assessment through social media language. (2014)Internet Research in Psychology (2014)An Inventory for Measuring Depression (1961)Phobic, Panic, and Major Depressive Disorders and the Five-Factor Model of Personality (2001)Assessing and interpreting personality change and continuity in patients treated for major depression. (2006)Dimensional personality traits and treatment outcome in patients with major depressive disorder (2007)An alternative "description of personality": The Big-Five factor structure. (1990)Personality Structure: Emergence of the Five-Factor Model (1990)An Introduction to the Five‐Factor Model and Its Applications (1992)Quantifying Mental Health Signals in Twitter (2014)Social Networking Sites, Depression, and Anxiety: A Systematic Review (2016)The structure of psychological well-being revisited. (1995)Self-Rated Health and Mortality: A Review of Twenty-Seven Community Studies (1997)Diagnostic and Statistical Manual of Mental Disorders (2013)EI training and pre-service teacher wellbeing (2014)Towards Assessing Changes in Degree of Depression through Facebook (2014)Psychological Language on Twitter Predicts County-Level Heart Disease Mortality (2015)Using Language (1996)The Big Five Trait taxonomy: History, measurement, and theoretical perspectives. (1999)Positive emotions in early life and longevity: Findings from the nun study. (2001)The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods (2009)Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts (2013)The spread of true and false news online (2018)Self-Reports in Organizational Research: Problems and Prospects (1986)The Role of Emotions in Marketing (1999)Human Trust in Artificial Intelligence: Review of Empirical Research (2020)The Ethics of AI Ethics: An Evaluation of Guidelines (2020)The psychological drivers of misinformation belief and its resistance to correction (2022)Personality: A Psychological Interpretation (1938)Distributional Structure (1954)A Hybrid Deep Learning Technique for Personality Trait Classification From Text (2021)Deep learning based fusion strategies for personality prediction (2021)Attention-based BiLSTM models for personality recognition from user-generated content (2022)Combining Fact Extraction and Verification with Neural Semantic Matching Networks (2019)Reasoning Over Semantic-Level Graph for Fact Checking (2020)A Survey on Stance Detection for Mis- and Disinformation Identification (2022)The structure of phenotypic personality traits. (1993)A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting (1997)Prediction of Employee Turnover in Organizations using Machine Learning Algorithms (2016)Multitask learning for emotion and personality traits detection (2022)A Robust Team Building Recommendation System by Leveraging Personality Traits Through MBTI and Deep Learning Frameworks (2023)Personality trait structure as a human universal. (1997)Private traits and attributes are predictable from digital records of human behavior (2013)Beyond rating scales: With targeted evaluation, large language models are poised for psychological assessment (2023)
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References

  • 2012Linguistic Inquiry and Word Count (LIWC)2,153 cited
  • 2013Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach1,700 cited
  • 2017Psychological targeting as an effective approach to digital mass persuasion892 cited
  • 2010Personality in 100,000 Words: A large-scale analysis of personality and word use among bloggers617 cited
  • 2014Personality, Well-Being, and Health*530 cited
  • 1995Major Depression and the Five-Factor Model of Personality213 cited
  • 2019GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification199 cited
  • 2018Deep learning-based personality recognition from text posts of online social networks167 cited
  • 2020Machine Learning Approach to Personality Type Prediction Based on the Myers–Briggs Type Indicator®135 cited
  • 2020Hierarchical Modeling for User Personality Prediction: The Role of Message-Level Attention78 cited
  • 2016Zara: A Virtual Interactive Dialogue System Incorporating Emotion, Sentiment and Personality Recognition47 cited

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