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Cognitive Modeling

558 directly classified papers

Papers per year

Papers

Personalized Help for Optimizing Low-Skilled Users’ Strategy NAACL 2025
From Language to Cognition: How LLMs Outgrow the Human Language Network EMNLP 2025
Noise May Drown Out Words but Foster Compositionality: The Advantage of the Erasure and Deletion Noisy Channels on Emergent Communication IJCNLP 2025
Extracting structure from an LLM - how to improve on surprisal-based models of Human Language Processing COLING 2025
Do large language models solve verbal analogies like children do? CONLL 2025
Do Language Models Understand the Cognitive Tasks Given to Them? Investigations with the N-Back Paradigm ACL 2025
Automatic Scoring of an Open-Response Measure of Advanced Mind-Reading Using Large Language Models NAACL 2025
FinHEAR: Human Expertise and Adaptive Risk-Aware Temporal Reasoning for Financial Decision-Making EMNLP 2025
Exploring Working Memory Capacity in LLMs: From Stressors to Human-Inspired Strategies IJCNLP 2025
Subword models struggle with word learning, but surprisal hides it ACL 2025
Experiential Semantic Information and Brain Alignment: Are Multimodal Models Better than Language Models? ACL 2025
Non-directive corpus annotation to reveal individual perspectives with underspecified guidelines: the case of mental workload EMNLP 2025
DevBench: A multimodal developmental benchmark for language learning NIPS 2024
InterIntent: Investigating Social Intelligence of LLMs via Intention Understanding in an Interactive Game Context EMNLP 2024
O2ARC 3.0: A Platform for Solving and Creating ARC Tasks IJCAI 2024
Hierarchical syntactic structure in human-like language models ACL 2024
Learning Robust Deep Visual Representations From EEG Brain Recordings WACV 2024
Content Matters: A Computational Investigation into the Effectiveness of Retrieval Practice and Worked Examples (Extended Abstract) IJCAI 2024
Lossy Context Surprisal Predicts Task-Dependent Patterns in Relative Clause Processing EMNLP 2024
Closely Interactive Human Reconstruction with Proxemics and Physics-Guided Adaption CVPR 2024
Large-Scale Bitext Corpora Provide New Evidence for Cognitive Representations of Spatial Terms EACL 2024
Partial observation can induce mechanistic mismatches in data-constrained models of neural dynamics NIPS 2024
Counter-Current Learning: A Biologically Plausible Dual Network Approach for Deep Learning NIPS 2024
Are BabyLMs Second Language Learners? CONLL 2024
Do large language models and humans have similar behaviours in causal inference with script knowledge? NAACL 2024