Search Results - "Armeni, Kristijan"

Probabilistic language models in cognitive neuroscience: Promises and pitfalls by Armeni, Kristijan, Willems, Roel M., Frank, Stefan L.

“…•Aspects of incremental language comprehension can be modeled with probabilistic language models.•Formal linguistic information content is used to build…”
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A 10-hour within-participant magnetoencephalography narrative dataset to test models of language comprehension by Armeni, Kristijan, Güçlü, Umut, van Gerven, Marcel, Schoffelen, Jan-Mathijs

“…Recently, cognitive neuroscientists have increasingly studied the brain responses to narratives. At the same time, we are witnessing exciting developments in…”
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A hierarchy of linguistic predictions during natural language comprehension by Heilbron, Micha, Armeni, Kristijan, Schoffelen, Jan-Mathijs, Hagoort, Peter, de Lange, Floris P

“…Understanding spoken language requires transforming ambiguous acoustic streams into a hierarchy of representations, from phonemes to meaning. It has been…”
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Frequency-specific brain dynamics related to prediction during language comprehension by Armeni, Kristijan, Willems, Roel M., van den Bosch, Antal, Schoffelen, Jan-Mathijs

“…The brain's remarkable capacity to process spoken language virtually in real time requires fast and efficient information processing machinery. In this study,…”
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Towards wide-scale adoption of open science practices: The role of open science communities by Armeni, Kristijan, Brinkman, Loek, Carlsson, Rickard, Eerland, Anita, Fijten, Rianne, Fondberg, Robin, Heininga, Vera E, Heunis, Stephan, Koh, Wei Qi, Masselink, Maurits, Moran, Niall, Baoill, Andrew Ó, Sarafoglou, Alexandra, Schettino, Antonio, Schwamm, Hardy, Sjoerds, Zsuzsika, Teperek, Marta, van den Akker, Olmo R, van't Veer, Anna, Zurita-Milla, Raul

“…Despite the increasing availability of Open Science (OS) infrastructure and the rise in policies to change behaviour, OS practices are not yet the norm. While…”
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Transformer verbatim in-context retrieval across time and scale by Armeni, Kristijan, Pranjić, Marko, Pollak, Senja

“…To predict upcoming text, language models must in some cases retrieve in-context information verbatim. In this report, we investigated how the ability of…”
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Characterizing Verbatim Short-Term Memory in Neural Language Models by Armeni, Kristijan, Honey, Christopher, Linzen, Tal

“…When a language model is trained to predict natural language sequences, its prediction at each moment depends on a representation of prior context. What kind…”
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