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Cognitive Modeling

558 directly classified papers

Papers per year

Papers

Team DMG at CMCL 2022 Shared Task: Transformer Adapters for the Multi- and Cross-Lingual Prediction of Human Reading Behavior ACL 2022
Developmental Negation Processing in Transformer Language Models ACL 2022
Dance of SNN and ANN: Solving binding problem by combining spike timing and reconstructive attention NIPS 2022
CogTaskonomy: Cognitively Inspired Task Taxonomy Is Beneficial to Transfer Learning in NLP ACL 2022
Convergent Representations of Computer Programs in Human and Artificial Neural Networks NIPS 2022
Neural Language Taskonomy: Which NLP Tasks are the most Predictive of fMRI Brain Activity? NAACL 2022
Estimating word co-occurrence probabilities from pretrained static embeddings using a log-bilinear model ACL 2022
On the Diversity and Limits of Human Explanations NAACL 2022
Context Limitations Make Neural Language Models More Human-Like EMNLP 2022
Modeling the Relationship between Input Distributions and Learning Trajectories with the Tolerance Principle ACL 2022
COMMA: Modeling Relationship among Motivations, Emotions and Actions in Language-based Human Activities COLING 2022
Geoclidean: Few-Shot Generalization in Euclidean Geometry NIPS 2022
Modeling Human Exploration Through Resource-Rational Reinforcement Learning NIPS 2022
Explainable Metaphor Identification Inspired by Conceptual Metaphor Theory AAAI 2022
How do we get there? Evaluating transformer neural networks as cognitive models for English past tense inflection IJCNLP 2022
WAX: A New Dataset for Word Association eXplanations IJCNLP 2022
Adaptation Accelerating Sampling-based Bayesian Inference in Attractor Neural Networks NIPS 2022
Deconstructing destruction: A Cognitive Linguistics perspective on a computational analysis of diachronic change ACL 2022
Weakly Supervised Neural Symbolic Learning for Cognitive Tasks AAAI 2022
HkAmsters at CMCL 2022 Shared Task: Predicting Eye-Tracking Data from a Gradient Boosting Framework with Linguistic Features ACL 2022
Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze? ACL 2022
Computational cognitive modeling of predictive sentence processing in a second language EMNLP 2022
Looking from the Inside: How Children Render Character’s Perspectives in Freely Told Fantasy Stories NAACL 2022
A Psychological Theory of Explainability ICML 2022
Characterizing the Ventral Visual Stream with Response-Optimized Neural Encoding Models NIPS 2022