cognitive modeling

Not Every Metric is Equal: Cognitive Models for Predicting N400 and P600 Components During Reading Comprehension COLING 2025 PRIME: Large Language Model Personalization with Cognitive Dual-Memory and Personalized Thought Process EMNLP 2025 Resource-Rational Noisy-Channel Language Processing: Testing the Effect of Algorithmic Constraints on Inferences EMNLP 2025 SCOP: Evaluating the Comprehension Process of Large Language Models from a Cognitive View ACL 2025 Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching EMNLP 2025 Spatial Representation of Large Language Models in 2D Scene ACL 2025 The Impact of Token Granularity on the Predictive Power of Language Model Surprisal ACL 2025 What does memory retrieval leave on the table? Modelling the Cost of Semi-Compositionality with MINERVA2 and sBERT CoNLL 2025 An Autoencoder-Like Nonnegative Matrix Co-Factorization for Improved Student Cognitive Modeling NeurIPS 2024 CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models EMNLP 2024 DetectiveNN: Imitating Human Emotional Reasoning with a Recall-Detect-Predict Framework for Emotion Recognition in Conversations EMNLP 2024 Dialogues Are Not Just Text: Modeling Cognition for Dialogue Coherence Evaluation AAAI 2024 Do Zombies Understand? A Choose-Your-Own-Adventure Exploration of Machine Cognition ACL 2024 Fine-Tuning Pre-Trained Language Models with Gaze Supervision ACL 2024 Hierarchical syntactic structure in human-like language models ACL 2024 Leveraging a Cognitive Model to Measure Subjective Similarity of Human and GPT-4 Written Content CoNLL 2024 MemoNav: Working Memory Model for Visual Navigation CVPR 2024 Modeling Language Tokens as Functionals of Semantic Fields ICML 2024 Multipath parsing in the brain ACL 2024 Predictive Attractor Models NeurIPS 2024 Psychometric Predictive Power of Large Language Models NAACL 2024 Reverse-Engineering the Reader EMNLP 2024 Structurally Guided Task Decomposition in Spatial Navigation Tasks (Student Abstract) AAAI 2024 Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies ACL 2024 Turning large language models into cognitive models ICLR 2024