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personality detection

22 papers

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Co-occurring keywords · papers mentioning both

text classification (10) large language model (5) graph neural network (3) personality trait (3) contrastive learning (3) psychological questionnaire (2) psycholinguistic feature (2) social media (2) heterogeneous graph (2) attention mechanism (2)

Papers

Can Large Language Models Understand You Better? An MBTI Personality Detection Dataset Aligned with Population Traits COLING 2025 EERPD: Leveraging Emotion and Emotion Regulation for Improving Personality Detection COLING 2025 HIPPD: Brain-Inspired Hierarchical Information Processing for Personality Detection ACML 2025 Learning Causally Disentangled Representations for Fair Personality Detection IJCAI 2025 Leveraging the Dual Capabilities of LLM: LLM-Enhanced Text Mapping Model for Personality Detection AAAI 2025 PADO: Personality-induced multi-Agents for Detecting OCEAN in human-generated texts COLING 2025 Towards Transferable Personality Representation Learning based on Triplet Comparisons and Its Applications EMNLP 2025 Data Augmented Graph Neural Networks for Personality Detection AAAI 2024 LLM vs Small Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model AAAI 2024 Orders Are Unwanted: Dynamic Deep Graph Convolutional Network for Personality Detection AAAI 2023 PsyAttention: Psychological Attention Model for Personality Detection EMNLP 2023 PsyCoT: Psychological Questionnaire as Powerful Chain-of-Thought for Personality Detection EMNLP 2023 Contrastive Graph Transformer Network for Personality Detection IJCAI 2022 Pushing on Personality Detection from Verbal Behavior: A Transformer Meets Text Contours of Psycholinguistic Features ACL 2022 Learning to Answer Psychological Questionnaire for Personality Detection EMNLP 2021 Me, myself, and ire: Effects of automatic transcription quality on emotion, sarcasm, and personality detection EACL 2021 Multi-Document Transformer for Personality Detection AAAI 2021 Psycholinguistic Tripartite Graph Network for Personality Detection ACL 2021 Why Is MBTI Personality Detection from Texts a Difficult Task? EACL 2021 A Survey of Automatic Personality Detection from Texts COLING 2020 Matching Theory and Data with Personal-ITY: What a Corpus of Italian YouTube Comments Reveals About Personality COLING 2020 Aff2Vec: Affect–Enriched Distributional Word Representations COLING 2018