Cognitive Modeling

Modeling Subjectivity in Cognitive Appraisal with Language Models EMNLP 2025 Neurons: Emulating the Human Visual Cortex Improves Fidelity and Interpretability in fMRI-to-Video Reconstruction ICCV 2025 Noise May Drown Out Words but Foster Compositionality: The Advantage of the Erasure and Deletion Noisy Channels on Emergent Communication IJCNLP 2025 Non-directive corpus annotation to reveal individual perspectives with underspecified guidelines: the case of mental workload EMNLP 2025 Omitted Labels Induce Nontransitive Paradoxes in Causality CLeaR 2025 On Psychology of AI – Does Primacy Effect Affect ChatGPT and Other LLMs? NAACL 2025 OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition ICML 2025 Personalized Help for Optimizing Low-Skilled Users’ Strategy NAACL 2025 Pose as a Modality: A Psychology-Inspired Network for Personality Recognition with a New Multimodal Dataset AAAI 2025 Position: Rethinking LLM Bias Probing Using Lessons from the Social Sciences ICML 2025 Position: Truly Self-Improving Agents Require Intrinsic Metacognitive Learning ICML 2025 PRIME: Large Language Model Personalization with Cognitive Dual-Memory and Personalized Thought Process EMNLP 2025 Quantifying Semantic Functional Specialization in the Brain Using Encoding Models of Natural Language NAACL 2025 ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction ACL 2025 SceneGram: Conceptualizing and Describing Tangrams in Scene Context ACL 2025 SCOP: Evaluating the Comprehension Process of Large Language Models from a Cognitive View ACL 2025 Semantic Processing During Spoken Word Production by Children with Cochlear Implants Interspeech 2025 Spatial Representation of Large Language Models in 2D Scene ACL 2025 Subword models struggle with word learning, but surprisal hides it ACL 2025 The Exception of Humor: Iconicity, Phonemic Surprisal, Memory Recall, and Emotional Associations COLING 2025 The Impact of Token Granularity on the Predictive Power of Language Model Surprisal ACL 2025 The mutual exclusivity bias of bilingual visually grounded speech models Interspeech 2025 Theoretical proposal for a unified Bayesian model of adaptation in non-interactive and interactive speech production Interspeech 2025 The Role of Deductive and Inductive Reasoning in Large Language Models ACL 2025 Towards a Bayesian hierarchical model of lexical processing NAACL 2025