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Cognitive Modeling

558 directly classified papers

Papers per year

Papers

Neural Foundations of Mental Simulation: Future Prediction of Latent Representations on Dynamic Scenes NIPS 2023
Modeling Human Visual Motion Processing with Trainable Motion Energy Sensing and a Self-attention Network NIPS 2023
Learning better with Dale’s Law: A Spectral Perspective NIPS 2023
Probing the “Creativity” of Large Language Models: Can models produce divergent semantic association? EMNLP 2023
Social Norms-Grounded Machine Ethics in Complex Narrative Situation COLING 2022
Developmental Negation Processing in Transformer Language Models ACL 2022
Computational cognitive modeling of predictive sentence processing in a second language CONLL 2022
The Computational Gauntlet of Human-Like Learning AAAI 2022
Adaptation Accelerating Sampling-based Bayesian Inference in Attractor Neural Networks NIPS 2022
Reverse Differentiation via Predictive Coding AAAI 2022
Language Acquisition through Intention Reading and Pattern Finding COLING 2022
On Semantic Cognition, Inductive Generalization, and Language Models AAAI 2022
Context Limitations Make Neural Language Models More Human-Like EMNLP 2022
Incremental Processing of Principle B: Mismatches Between Neural Models and Humans EMNLP 2022
Looking from the Inside: How Children Render Character’s Perspectives in Freely Told Fantasy Stories NAACL 2022
Modeling the Relationship between Input Distributions and Learning Trajectories with the Tolerance Principle ACL 2022
Computational cognitive modeling of predictive sentence processing in a second language EMNLP 2022
Explainable Metaphor Identification Inspired by Conceptual Metaphor Theory AAAI 2022
Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 Surprisal EMNLP 2022
HkAmsters at CMCL 2022 Shared Task: Predicting Eye-Tracking Data from a Gradient Boosting Framework with Linguistic Features ACL 2022
CMCL 2022 Shared Task on Multilingual and Crosslingual Prediction of Human Reading Behavior ACL 2022
Deconstructing destruction: A Cognitive Linguistics perspective on a computational analysis of diachronic change ACL 2022
Estimating word co-occurrence probabilities from pretrained static embeddings using a log-bilinear model ACL 2022
Team DMG at CMCL 2022 Shared Task: Transformer Adapters for the Multi- and Cross-Lingual Prediction of Human Reading Behavior ACL 2022
Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze? ACL 2022