Research graph
References from Brain-inspired cognitive state modeling of complex English discourse reading: an LLM-parameterized hierarchical semi-Markov approach. Local targets link to admitted publications; unresolved targets remain external evidence.
“Possible principles underlying the transformation of sensory messages,”
1961 · External reference
Unresolved reference
2006 · External reference
Language models are few-shot learners
2020 · External reference
Brains and algorithms partially converge in natural language processing
10.1038/s42003-022-03036-1 · 2022 · External reference
Whatever next? Predictive brains, situated agents, and the future of cognitive science
10.1017/s0140525x12000477 · 2013 · External reference
Data from eye-tracking corpora as evidence for theories of syntactic processing complexity
10.1016/j.cognition.2008.07.008 · 2008 · External reference
“BERT: pre-training of deep bidirectional transformers for language understanding,”
10.18653/v1/n19-1423 · 2019 · External reference
SWIFT: a dynamical model of saccade generation during reading
10.1037/0033-295x.112.4.777 · 2005 · External reference
The free-energy principle: a unified brain theory?
10.1038/nrn2787 · 2010 · External reference
Shared computational principles for language processing in humans and deep language models
10.1038/s41593-022-01026-4 · 2022 · External reference
Coh-metrix: analysis of text on cohesion and language
10.3758/bf03195564 · 2004 · External reference
Constructing inferences during narrative text comprehension
10.1037/0033-295x.101.3.371 · 1994 · External reference
Neuroscience-inspired artificial intelligence
10.1016/j.neuron.2017.06.011 · 2017 · External reference
“DeBERTa: decoding-enhanced BERT with disentangled attention,”
2021 · External reference
A theory of reading: from eye fixations to comprehension
10.1037/0033-295x.87.4.329 · 1980 · External reference
The role of knowledge in discourse comprehension: a construction-integration model
10.1037/0033-295x.95.2.163 · 1988 · External reference
Cognitive computational neuroscience
10.1038/s41593-018-0210-5 · 2018 · External reference
What do we mean by prediction in language comprehension?
10.1080/23273798.2015.1102299 · 2016 · External reference
Building machines that learn and think like people
10.1017/s0140525x16001837 · 2017 · External reference
Expectation-based syntactic comprehension
10.1016/j.cognition.2007.05.006 · 2008 · External reference
“Decoupled weight decay regularization,”
2019 · External reference
Learning from texts: effects of prior knowledge and text coherence
10.1080/01638539609544975 · 1996 · External reference
Toward a universal decoder of linguistic meaning from brain activation
10.1038/s41467-018-03068-4 · 2018 · External reference
A tutorial on hidden Markov models and selected applications in speech recognition
10.1109/5.18626 · 1989 · External reference
Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects
10.1038/4580 · 1999 · External reference
Eye movements in reading and information processing: 20 years of research
10.1037/0033-2909.124.3.372 · 1998 · External reference
Toward a model of eye movement control in reading
10.1037/0033-295x.105.1.125 · 1998 · External reference
A deep learning framework for neuroscience
10.1038/s41593-019-0520-2 · 2019 · External reference
The neural architecture of language: integrative modeling converges on predictive processing
10.1073/pnas.2105646118 · 2021 · External reference
The effect of word predictability on reading time is logarithmic
10.1016/j.cognition.2013.02.013 · 2013 · External reference
Unresolved reference
1983 · External reference
Attention is all you need
2017 · External reference
Simultaneously uncovering the patterns of brain regions involved in different story reading subprocesses
10.1371/journal.pone.0112575 · 2014 · External reference
Predicting the next sentence (not word) in large language models: what model-brain alignment tells us about discourse comprehension
10.1126/sciadv.adn7744 · 2024 · External reference
Hidden semi-Markov models
10.1016/j.artint.2009.11.011 · 2010 · External reference
Situation models in language comprehension and memory
10.1037/0033-2909.123.2.162 · 1998 · External reference
Hidden semi-Markov models
10.1016/j.artint.2009.11.011 · ExternalCitation · doi-reference
Expectation-based syntactic comprehension
10.1016/j.cognition.2007.05.006 · ExternalCitation · doi-reference
Data from eye-tracking corpora as evidence for theories of syntactic processing complexity
10.1016/j.cognition.2008.07.008 · ExternalCitation · doi-reference
The effect of word predictability on reading time is logarithmic
10.1016/j.cognition.2013.02.013 · ExternalCitation · doi-reference
Neuroscience-inspired artificial intelligence
10.1016/j.neuron.2017.06.011 · ExternalCitation · doi-reference
Whatever next? Predictive brains, situated agents, and the future of cognitive science
10.1017/s0140525x12000477 · ExternalCitation · doi-reference
Building machines that learn and think like people
10.1017/s0140525x16001837 · ExternalCitation · doi-reference
Situation models in language comprehension and memory
10.1037/0033-2909.123.2.162 · ExternalCitation · doi-reference
Eye movements in reading and information processing: 20 years of research
10.1037/0033-2909.124.3.372 · ExternalCitation · doi-reference
Constructing inferences during narrative text comprehension
10.1037/0033-295x.101.3.371 · ExternalCitation · doi-reference
Toward a model of eye movement control in reading
10.1037/0033-295x.105.1.125 · ExternalCitation · doi-reference
SWIFT: a dynamical model of saccade generation during reading
10.1037/0033-295x.112.4.777 · ExternalCitation · doi-reference
A theory of reading: from eye fixations to comprehension
10.1037/0033-295x.87.4.329 · ExternalCitation · doi-reference
The role of knowledge in discourse comprehension: a construction-integration model
10.1037/0033-295x.95.2.163 · ExternalCitation · doi-reference
Predictive coding in the visual cortex: a functional interpretation of some extra-classical receptive-field effects
10.1038/4580 · ExternalCitation · doi-reference
The free-energy principle: a unified brain theory?
10.1038/nrn2787 · ExternalCitation · doi-reference
Toward a universal decoder of linguistic meaning from brain activation
10.1038/s41467-018-03068-4 · ExternalCitation · doi-reference
Cognitive computational neuroscience
10.1038/s41593-018-0210-5 · ExternalCitation · doi-reference
A deep learning framework for neuroscience
10.1038/s41593-019-0520-2 · ExternalCitation · doi-reference
Shared computational principles for language processing in humans and deep language models
10.1038/s41593-022-01026-4 · ExternalCitation · doi-reference
Brains and algorithms partially converge in natural language processing
10.1038/s42003-022-03036-1 · ExternalCitation · doi-reference
The neural architecture of language: integrative modeling converges on predictive processing
10.1073/pnas.2105646118 · ExternalCitation · doi-reference
Learning from texts: effects of prior knowledge and text coherence
10.1080/01638539609544975 · ExternalCitation · doi-reference
What do we mean by prediction in language comprehension?
10.1080/23273798.2015.1102299 · ExternalCitation · doi-reference
A tutorial on hidden Markov models and selected applications in speech recognition
10.1109/5.18626 · ExternalCitation · doi-reference
Predicting the next sentence (not word) in large language models: what model-brain alignment tells us about discourse comprehension
10.1126/sciadv.adn7744 · ExternalCitation · doi-reference
Simultaneously uncovering the patterns of brain regions involved in different story reading subprocesses
10.1371/journal.pone.0112575 · ExternalCitation · doi-reference
“BERT: pre-training of deep bidirectional transformers for language understanding,”
10.18653/v1/n19-1423 · ExternalCitation · doi-reference
Coh-metrix: analysis of text on cohesion and language
10.3758/bf03195564 · ExternalCitation · doi-reference
