Cognitive Modeling

The neural dynamics of word recognition and integration EMNLP 2023 Theory of Mind: A Familiar Aspect of Humanity to Give Machines AAAI 2023 Theory of Mind in Freely-Told Children’s Narratives: A Classification Approach ACL 2023 The Simplicity Bias in Multi-Task RNNs: Shared Attractors, Reuse of Dynamics, and Geometric Representation NeurIPS 2023 Towards Concept-Aware Large Language Models EMNLP 2023 Unicode Analogies: An Anti-Objectivist Visual Reasoning Challenge CVPR 2023 What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations EMNLP 2023 A Computational Acquisition Model for Multimodal Word Categorization NAACL 2022 Adaptation Accelerating Sampling-based Bayesian Inference in Attractor Neural Networks NeurIPS 2022 A Psychological Theory of Explainability ICML 2022 Assemblies of neurons learn to classify well-separated distributions COLT 2022 Characterizing the Ventral Visual Stream with Response-Optimized Neural Encoding Models NeurIPS 2022 CMCL 2022 Shared Task on Multilingual and Crosslingual Prediction of Human Reading Behavior ACL 2022 CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP ACL 2022 COMMA: Modeling Relationship among Motivations, Emotions and Actions in Language-based Human Activities COLING 2022 Computational cognitive modeling of predictive sentence processing in a second language CoNLL 2022 Content Addressable Memory Without Catastrophic Forgetting by Heteroassociation with a Fixed Scaffold ICML 2022 Context Limitations Make Neural Language Models More Human-Like EMNLP 2022 Convergent Representations of Computer Programs in Human and Artificial Neural Networks NeurIPS 2022 Dance of SNN and ANN: Solving binding problem by combining spike timing and reconstructive attention NeurIPS 2022 Deconstructing destruction: A Cognitive Linguistics perspective on a computational analysis of diachronic change ACL 2022 Developmental Negation Processing in Transformer Language Models ACL 2022 Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze? ACL 2022 Entropy- and Distance-Based Predictors From GPT-2 Attention Patterns Predict Reading Times Over and Above GPT-2 Surprisal EMNLP 2022 Estimating word co-occurrence probabilities from pretrained static embeddings using a log-bilinear model ACL 2022