Cognitive Modeling

Position: An Inner Interpretability Framework for AI Inspired by Lessons from Cognitive Neuroscience ICML 2024 Pragmatic Norms Are All You Need – Why The Symbol Grounding Problem Does Not Apply to LLMs EMNLP 2024 Predictive Attractor Models NeurIPS 2024 Probabilistic Modeling of Interpersonal Coordination Processes ICML 2024 Reverse-Engineering the Reader EMNLP 2024 Shaping the distribution of neural responses with interneurons in a recurrent circuit model NeurIPS 2024 SPAWNing Structural Priming Predictions from a Cognitively Motivated Parser CoNLL 2024 Speech language models lack important brain-relevant semantics ACL 2024 SpikeVoice: High-Quality Text-to-Speech Via Efficient Spiking Neural Network ACL 2024 Structurally Guided Task Decomposition in Spatial Navigation Tasks (Student Abstract) AAAI 2024 Synaptic Weight Distributions Depend on the Geometry of Plasticity ICLR 2024 Time Makes Space: Emergence of Place Fields in Networks Encoding Temporally Continuous Sensory Experiences NeurIPS 2024 To Learn or Not to Learn, That is the Question — A Feature-Task Dual Learning Model of Perceptual Learning NeurIPS 2024 Towards an Understanding of Stepwise Inference in Transformers: A Synthetic Graph Navigation Model ICML 2024 Unconditional stability of a recurrent neural circuit implementing divisive normalization NeurIPS 2024 What Do Hebbian Learners Learn? Reduction Axioms for Iterated Hebbian Learning AAAI 2024 Working Memory Capacity of ChatGPT: An Empirical Study AAAI 2024 A Dual-Stream Neural Network Explains the Functional Segregation of Dorsal and Ventral Visual Pathways in Human Brains NeurIPS 2023 A Language Model with Limited Memory Capacity Captures Interference in Human Sentence Processing EMNLP 2023 Analyzing Diffusion as Serial Reproduction ICML 2023 An Analysis of Reader Engagement in Literary Fiction through Eye Tracking and Linguistic Features ACL 2023 Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding EMNLP 2023 Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction EMNLP 2023 BioNet: A Biologically-Inspired Network for Face Recognition CVPR 2023 Blackbird language matrices (BLM), a new task for rule-like generalization in neural networks: Can Large Language Models pass the test? EMNLP 2023