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Cognitive Modeling

558 directly classified papers

Papers per year

Papers

Learning on Arbitrary Graph Topologies via Predictive Coding NIPS 2022
Revisiting Recall Effects of Filler Particles in German and English INTERSPEECH 2021
Child Language Acquisition Studied with Wearables INTERSPEECH 2021
The functional specialization of visual cortex emerges from training parallel pathways with self-supervised predictive learning NIPS 2021
Human-Model Divergence in the Handling of Vagueness ACL 2021
Tensor decompositions of higher-order correlations by nonlinear Hebbian plasticity NIPS 2021
CDRNN: Discovering Complex Dynamics in Human Language Processing ACL 2021
Model-Agnostic Fits for Understanding Information Seeking Patterns in Humans AAAI 2021
Lower Perplexity is Not Always Human-Like ACL 2021
Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations ICML 2021
CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing Signals ACL 2021
Continual General Chunking Problem and SyncMap AAAI 2021
A Normative and Biologically Plausible Algorithm for Independent Component Analysis NIPS 2021
Modeling Human Sentence Processing with Left-Corner Recurrent Neural Network Grammars EMNLP 2021
Apparently Irrational Choice as Optimal Sequential Decision Making AAAI 2021
A Targeted Assessment of Incremental Processing in Neural Language Models and Humans ACL 2021
The Emergence of the Shape Bias Results from Communicative Efficiency EMNLP 2021
Commonsense Knowledge in Word Associations and ConceptNet EMNLP 2021
Modeling the Interaction Between Perception-Based and Production-Based Learning in Children’s Early Acquisition of Semantic Knowledge EMNLP 2021
Were We There Already? Applying Minimal Generalization to the SIGMORPHON-UniMorph Shared Task on Cognitively Plausible Morphological Inflection IJCNLP 2021
Generalising to German Plural Noun Classes, from the Perspective of a Recurrent Neural Network EMNLP 2021
A phonetic model of non-native spoken word processing EACL 2021
Were We There Already? Applying Minimal Generalization to the SIGMORPHON-UniMorph Shared Task on Cognitively Plausible Morphological Inflection ACL 2021
Impression learning: Online representation learning with synaptic plasticity NIPS 2021
Learning Goals From Failure CVPR 2021