@article{RabovskyMcClelland2020,
  author    = {Rabovsky, Milena and McClelland, James L.},
  title     = {Quasi-compositional mapping from form to meaning},
  series = {Philosophical transactions of the Royal Society of London : B, Biological sciences},
  volume    = {375},
  journal   = {Philosophical transactions of the Royal Society of London : B, Biological sciences},
  number    = {1791},
  publisher = {Royal Society},
  address   = {London},
  issn      = {0962-8436},
  doi       = {10.1098/rstb.2019.0313},
  pages     = {9},
  year      = {2020},
  abstract  = {We argue that natural language can be usefully described as quasi-compositional and we suggest that deep learning-based neural language models bear long-term promise to capture how language conveys meaning. We also note that a successful account of human language processing should explain both the outcome of the comprehension process and the continuous internal processes underlying this performance. These points motivate our discussion of a neural network model of sentence comprehension, the Sentence Gestalt model, which we have used to account for the N400 component of the event-related brain potential (ERP), which tracks meaning processing as it happens in real time. The model, which shares features with recent deep learning-based language models, simulates N400 amplitude as the automatic update of a probabilistic representation of the situation or event described by the sentence, corresponding to a temporal difference learning signal at the level of meaning. We suggest that this process happens relatively automatically, and that sometimes a more-controlled attention-dependent process is necessary for successful comprehension, which may be reflected in the subsequent P600 ERP component. We relate this account to current deep learning models as well as classic linguistic theory, and use it to illustrate a domain general perspective on some specific linguistic operations postulated based on compositional analyses of natural language. This article is part of the theme issue 'Towards mechanistic models of meaning composition'.},
  language  = {en}
}
@article{BoschLeminen2018,
  author    = {Bosch, Sina and Leminen, Alina},
  title     = {ERP priming studies of bilingual language processing},
  series = {Bilingualism : language and cognition.},
  volume    = {21},
  journal   = {Bilingualism : language and cognition.},
  number    = {3},
  publisher = {Cambridge Univ. Press},
  address   = {New York},
  issn      = {1366-7289},
  doi       = {10.1017/S1366728917000700},
  pages     = {462 -- 470},
  year      = {2018},
  abstract  = {The aim of this review is to provide a selective overview of priming studies which have employed the event-related brain potential (ERP) technique in order to investigate bilingual language processing. The priming technique can reveal an implicit memory effect in which exposure to one stimulus influences the processing of another stimulus. Behavioral approaches, such as measuring reaction times, may not always be enough for providing a full view on the exact mechanisms and the time-course of language comprehension. Instead, ERPs have a time-resolution of a millisecond and hence they offer a precise temporal overview of the underlying neural processes involved in language processing. In our review, we summarize experimental research that has combined priming with ERP measurements, thus creating a valuable tool for examining the neurophysiological correlates of language processing in the bilingual brain.},
  language  = {en}
}
@misc{ClahsenJessen2019,
  author    = {Clahsen, Harald and Jessen, Anna},
  title     = {Do bilingual children lag behind?},
  series = {Postprints der Universit{\"a}t Potsdam : Humanwissenschaftliche Reihe},
  journal   = {Postprints der Universit{\"a}t Potsdam : Humanwissenschaftliche Reihe},
  number    = {682},
  issn      = {1866-8364},
  doi       = {10.25932/publishup-46972},
  url       = {http://nbn-resolving.de/urn:nbn:de:kobv:517-opus4-469727},
  pages     = {27},
  year      = {2019},
  abstract  = {The current study investigates how bilingual children encode and produce morphologically complex words. We employed a silent-production-plus-delayed-vocalization paradigm in which event-related brain potentials (ERPs) were recorded during silent encoding of inflected words which were subsequently cued to be overtly produced. The bilingual children's spoken responses and their ERPs were compared to previous datasets from monolingual children on the same task. We found an enhanced negativity for regular relative to irregular forms during silent production in both bilingual children's languages, replicating the ERP effect previously obtained from monolingual children. Nevertheless, the bilingual children produced more morphological errors (viz. over-regularizations) than monolingual children. We conclude that mechanisms of morphological encoding (as measured by ERPs) are parallel for bilingual and monolingual children, and that the increased over-regularization rates are due to their reduced exposure to each of the two languages (relative to monolingual children).},
  language  = {en}
}
@article{ClahsenJessen2019,
  author    = {Clahsen, Harald and Jessen, Anna},
  title     = {Do bilingual children lag behind? A study of morphological encoding using ERPs},
  series = {Journal of child language},
  volume    = {46},
  journal   = {Journal of child language},
  number    = {5},
  publisher = {Cambridge Univ. Press},
  address   = {New York},
  issn      = {0305-0009},
  doi       = {10.1017/S0305000919000321},
  pages     = {955 -- 979},
  year      = {2019},
  abstract  = {The current study investigates how bilingual children encode and produce morphologically complex words. We employed a silent-production-plus-delayed-vocalization paradigm in which event-related brain potentials (ERPs) were recorded during silent encoding of inflected words which were subsequently cued to be overtly produced. The bilingual children's spoken responses and their ERPs were compared to previous datasets from monolingual children on the same task. We found an enhanced negativity for regular relative to irregular forms during silent production in both bilingual children's languages, replicating the ERP effect previously obtained from monolingual children. Nevertheless, the bilingual children produced more morphological errors (viz. over-regularizations) than monolingual children. We conclude that mechanisms of morphological encoding (as measured by ERPs) are parallel for bilingual and monolingual children, and that the increased over-regularization rates are due to their reduced exposure to each of the two languages (relative to monolingual children).},
  language  = {en}
}