cognitive modeling

196 papers

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Also known as

ACT-R

Co-occurring keywords

bayesian inference (1904) large language model (12755) language model (4573) neural network (6616) language acquisition (111) representation learning (6174) probabilistic model (476) reading time (46) cognitive model (23) reinforcement learning (4122)

Papers

BabyBabelLM: A Multilingual Benchmark of Developmentally Plausible Training Data EACL 2026

Invariant Representation Learning for Memory Behavior Modeling via Adaptive Environment Separation AAAI 2026

Computer Vision Modeling of the Development of Geometric and Numerical Concepts in Humans AAAI 2026

A Review of Incorporating Psychological Theories in LLMs EACL 2026

From Diagnosis to Generalization: A Cognitive Approach to Data Selection for Educational LLMs AAAI 2026

Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents ACL 2025

Resource-Rational Noisy-Channel Language Processing: Testing the Effect of Algorithmic Constraints on Inferences EMNLP 2025

SCOP: Evaluating the Comprehension Process of Large Language Models from a Cognitive View ACL 2025

InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles EMNLP 2025

The Impact of Token Granularity on the Predictive Power of Language Model Surprisal ACL 2025

Spatial Representation of Large Language Models in 2D Scene ACL 2025

Déjà Vu? Decoding Repeated Reading from Eye Movements ACL 2025

Components of Creativity: Language Model-based Predictors for Clustering and Switching in Verbal Fluency CONLL 2025

What does memory retrieval leave on the table? Modelling the Cost of Semi-Compositionality with MINERVA2 and sBERT CONLL 2025

Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing AAAI 2025

If Attention Serves as a Cognitive Model of Human Memory Retrieval, What is the Plausible Memory Representation? ACL 2025

PRIME: Large Language Model Personalization with Cognitive Dual-Memory and Personalized Thought Process EMNLP 2025

Components of Creativity: Language Model-based Predictors for Clustering and Switching in Verbal Fluency ACL 2025

Sketch-of-Thought: Efficient LLM Reasoning with Adaptive Cognitive-Inspired Sketching EMNLP 2025

Agent4Edu: Generating Learner Response Data by Generative Agents for Intelligent Education Systems AAAI 2025

From Human Reading to NLM Understanding: Evaluating the Role of Eye-Tracking Data in Encoder-Based Models ACL 2025

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation ACL 2025

Do large language models solve verbal analogies like children do? CONLL 2025

Developmentally-plausible Working Memory Shapes a Critical Period for Language Acquisition ACL 2025

CogDual: Enhancing Dual Cognition of LLMs via Reinforcement Learning with Implicit Rule-Based Rewards EMNLP 2025