Cognitive Modeling

Explainable Metaphor Identification Inspired by Conceptual Metaphor Theory AAAI 2022 From Cognitive to Computational Modeling: Text-based Risky Decision-Making Guided by Fuzzy Trace Theory NAACL 2022 Fuzzy Learning Machine NeurIPS 2022 Geoclidean: Few-Shot Generalization in Euclidean Geometry NeurIPS 2022 HkAmsters at CMCL 2022 Shared Task: Predicting Eye-Tracking Data from a Gradient Boosting Framework with Linguistic Features ACL 2022 Language Acquisition, Neutral Change, and Diachronic Trends in Noun Classifiers ACL 2022 Language Acquisition through Intention Reading and Pattern Finding COLING 2022 Learning dynamics of deep linear networks with multiple pathways NeurIPS 2022 Learning on Arbitrary Graph Topologies via Predictive Coding NeurIPS 2022 Learning Structure from the Ground up---Hierarchical Representation Learning by Chunking NeurIPS 2022 Looking from the Inside: How Children Render Character’s Perspectives in Freely Told Fantasy Stories NAACL 2022 Modeling Human Exploration Through Resource-Rational Reinforcement Learning NeurIPS 2022 Modeling the Relationship between Input Distributions and Learning Trajectories with the Tolerance Principle ACL 2022 Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? NAACL 2022 On Semantic Cognition, Inductive Generalization, and Language Models AAAI 2022 On the Diversity and Limits of Human Explanations NAACL 2022 Reconciling Cognitive Modeling with Knowledge Forgetting: A Continuous Time-aware Neural Network Approach IJCAI 2022 Reverse Differentiation via Predictive Coding AAAI 2022 Self-Supervised Models of Audio Effectively Explain Human Cortical Responses to Speech ICML 2022 Shared knowledge in natural conversations: can entropy metrics shed light on information transfers? CoNLL 2022 Social Norms-Grounded Machine Ethics in Complex Narrative Situation COLING 2022 Team DMG at CMCL 2022 Shared Task: Transformer Adapters for the Multi- and Cross-Lingual Prediction of Human Reading Behavior ACL 2022 Team ÚFAL at CMCL 2022 Shared Task: Figuring out the correct recipe for predicting Eye-Tracking features using Pretrained Language Models ACL 2022 The Computational Gauntlet of Human-Like Learning AAAI 2022 TVShowGuess: Character Comprehension in Stories as Speaker Guessing NAACL 2022