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Cognitive Modeling

579 papers

Papers per year

15
5
37
61
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Papers

Injecting structural hints: Using language models to study inductive biases in language learning EMNLP 2023
A Language Model with Limited Memory Capacity Captures Interference in Human Sentence Processing EMNLP 2023
Neuro-Symbolic Sentiment Analysis with Dynamic Word Sense Disambiguation EMNLP 2023
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding EMNLP 2023
Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models EMNLP 2023
Decoding Stumpers: Large Language Models vs. Human Problem-Solvers EMNLP 2023
What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations EMNLP 2023
From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023
Probing the “Creativity” of Large Language Models: Can models produce divergent semantic association? EMNLP 2023
Towards Concept-Aware Large Language Models EMNLP 2023
Ethical Reasoning over Moral Alignment: A Case and Framework for In-Context Ethical Policies in LLMs EMNLP 2023
The Linearity of the Effect of Surprisal on Reading Times across Languages EMNLP 2023
Can Language Models Be Tricked by Language Illusions? Easier with Syntax, Harder with Semantics EMNLP 2023
ToMChallenges: A Principle-Guided Dataset and Diverse Evaluation Tasks for Exploring Theory of Mind EMNLP 2023
ChiSCor: A Corpus of Freely-Told Fantasy Stories by Dutch Children for Computational Linguistics and Cognitive Science EMNLP 2023
Evaluating Neural Language Models as Cognitive Models of Language Acquisition EMNLP 2023
System Identification of Neural Systems: If We Got It Right, Would We Know? ICML 2023
General Sequential Episodic Memory Model ICML 2023
Neural Wave Machines: Learning Spatiotemporally Structured Representations with Locally Coupled Oscillatory Recurrent Neural Networks ICML 2023
Analyzing Diffusion as Serial Reproduction ICML 2023
On the Complexity of Bayesian Generalization ICML 2023
Flexible Phase Dynamics for Bio-Plausible Contrastive Learning ICML 2023
Predictive Modelling of Human Reasoning Using AGM Belief Revision IJCAI 2023
MEG Encoding using Word Context Semantics in Listening Stories INTERSPEECH 2023
Speech Taskonomy: Which Speech Tasks are the most Predictive of fMRI Brain Activity? INTERSPEECH 2023