Cognitive Modeling

Bounded rationality in structured density estimation NeurIPS 2023 Brain encoding models based on multimodal transformers can transfer across language and vision NeurIPS 2023 ChiSCor: A Corpus of Freely-Told Fantasy Stories by Dutch Children for Computational Linguistics and Cognitive Science CoNLL 2023 Cognitive Model Discovery via Disentangled RNNs NeurIPS 2023 Comparing the Evaluation and Production of Loophole Behavior in Humans and Large Language Models EMNLP 2023 Computational Language Acquisition with Theory of Mind ICLR 2023 Co-Speech Gesture Synthesis by Reinforcement Learning With Contrastive Pre-Trained Rewards CVPR 2023 Decoding Stumpers: Large Language Models vs. Human Problem-Solvers EMNLP 2023 Deep Spiking Neural Networks with High Representation Similarity Model Visual Pathways of Macaque and Mouse AAAI 2023 Dis-inhibitory neuronal circuits can control the sign of synaptic plasticity NeurIPS 2023 ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning EMNLP 2023 Ethical Reasoning over Moral Alignment: A Case and Framework for In-Context Ethical Policies in LLMs EMNLP 2023 Evaluating Neural Language Models as Cognitive Models of Language Acquisition EMNLP 2023 Finding Common Ground: Annotating and Predicting Common Ground in Spoken Conversations EMNLP 2023 Fine-grained Artificial Neurons in Audio-transformers for Disentangling Neural Auditory Encoding ACL 2023 Flexible Phase Dynamics for Bio-Plausible Contrastive Learning ICML 2023 From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023 General Sequential Episodic Memory Model ICML 2023 Hebbian Deep Learning Without Feedback ICLR 2023 Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models EMNLP 2023 How does the brain process syntactic structure while listening? ACL 2023 Human Inspired Progressive Alignment and Comparative Learning for Grounded Word Acquisition ACL 2023 Injecting structural hints: Using language models to study inductive biases in language learning EMNLP 2023 Language acquisition: do children and language models follow similar learning stages? ACL 2023 Large Language Models respond to Influence like Humans ACL 2023