Cognitive Modeling

Weakly Supervised Neural Symbolic Learning for Cognitive Tasks AAAI 2022 A Bayesian-Symbolic Approach to Reasoning and Learning in Intuitive Physics NeurIPS 2021 A Normative and Biologically Plausible Algorithm for Independent Component Analysis NeurIPS 2021 A phonetic model of non-native spoken word processing EACL 2021 Apparently Irrational Choice as Optimal Sequential Decision Making AAAI 2021 Assessing Cognitive Linguistic Influences in the Assignment of Blame NAACL 2021 A Targeted Assessment of Incremental Processing in Neural Language Models and Humans ACL 2021 Baby Intuitions Benchmark (BIB): Discerning the goals, preferences, and actions of others NeurIPS 2021 CDRNN: Discovering Complex Dynamics in Human Language Processing ACL 2021 Child Language Acquisition Studied with Wearables Interspeech 2021 CogAlign: Learning to Align Textual Neural Representations to Cognitive Language Processing Signals ACL 2021 Continual General Chunking Problem and SyncMap AAAI 2021 Human-Model Divergence in the Handling of Vagueness ACL 2021 Impression learning: Online representation learning with synaptic plasticity NeurIPS 2021 Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations ICML 2021 Learning Goals From Failure CVPR 2021 Lower Perplexity is Not Always Human-Like ACL 2021 Model-Agnostic Fits for Understanding Information Seeking Patterns in Humans AAAI 2021 Modeling Human Sentence Processing with Left-Corner Recurrent Neural Network Grammars EMNLP 2021 Multi-Agent Belief Base Revision IJCAI 2021 Predicting Event Memorability from Contextual Visual Semantics NeurIPS 2021 Production vs Perception: The Role of Individuality in Usage-Based Grammar Induction NAACL 2021 Revisiting Recall Effects of Filler Particles in German and English Interspeech 2021 Tensor decompositions of higher-order correlations by nonlinear Hebbian plasticity NeurIPS 2021 The Emergence of the Shape Bias Results from Communicative Efficiency CoNLL 2021