Shravan Vasishth
2021
Modeling Sentence Comprehension Deficits in Aphasia: A Computational Evaluation of the Direct-access Model of Retrieval
Paula Lissón | Dorothea Pregla | Dario Paape | Frank Burchert | Nicole Stadie | Shravan Vasishth
Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics
Paula Lissón | Dorothea Pregla | Dario Paape | Frank Burchert | Nicole Stadie | Shravan Vasishth
Proceedings of the Workshop on Cognitive Modeling and Computational Linguistics
Several researchers have argued that sentence comprehension is mediated via a content-addressable retrieval mechanism that allows fast and direct access to memory items. Initially failed retrievals can result in backtracking, which leads to correct retrieval. We present an augmented version of the direct-access model that allows backtracking to fail. Based on self-paced listening data from individuals with aphasia, we compare the augmented model to the base model without backtracking failures. The augmented model shows quantitatively similar performance to the base model, but only the augmented model can account for slow incorrect responses. We argue that the modified direct-access model is theoretically better suited to fit data from impaired populations.
2015
Non-projectivity and processing constraints: Insights from Hindi
Samar Husain | Shravan Vasishth
Proceedings of the Third International Conference on Dependency Linguistics (Depling 2015)
Samar Husain | Shravan Vasishth
Proceedings of the Third International Conference on Dependency Linguistics (Depling 2015)
2014
Introduction: Cognitive Issues in Natural Language Processing
Thierry Poibeau | Shravan Vasishth
Traitement Automatique des Langues, Volume 55, Numéro 3 : Traitement automatique du langage naturel et sciences cognitives [Natural Language Processing and Cognitive Sciences]
Thierry Poibeau | Shravan Vasishth
Traitement Automatique des Langues, Volume 55, Numéro 3 : Traitement automatique du langage naturel et sciences cognitives [Natural Language Processing and Cognitive Sciences]
2013
Towards a Psycholinguistically Motivated Dependency Grammar for Hindi
Samar Husain | Rajesh Bhatt | Shravan Vasishth
Proceedings of the Second International Conference on Dependency Linguistics (DepLing 2013)
Samar Husain | Rajesh Bhatt | Shravan Vasishth
Proceedings of the Second International Conference on Dependency Linguistics (DepLing 2013)
2012
Scanpaths in reading are informative about sentence processing
Titus von der Malsburg | Shravan Vasishth | Reinhold Kliegl
Proceedings of the First Workshop on Eye-tracking and Natural Language Processing
Titus von der Malsburg | Shravan Vasishth | Reinhold Kliegl
Proceedings of the First Workshop on Eye-tracking and Natural Language Processing
2011
Three experiments (self-paced reading, eyetracking and an ERP study) show that in relative clauses, increasing the distance between the relativized noun and the relative-clause verb makes it more difficult to process the relative-clause verb (the so-called locality effect). This result is consistent with the predictions of several theories (Gibson, 2000; Lewis and Vasishth, 2005), and contradicts the recent claim (Levy, 2008) that in relative-clause structures increasing argument-verb distance makes processing easier at the verb. Levy’s expectation-based account predicts that the expectation for a verb becomes sharper as distance is increased and therefore processing becomes easier at the verb. We argue that, in addition to expectation effects (which are seen in the eyetracking study in first-pass regression probability), processing load also increases with increasing distance. This contradicts Levy’s claim that heightened expectation leads to lower processing cost. Dependency- resolution cost and expectation-based facilitation are jointly responsible for determining processing cost.
2008
Surprising Parser Actions and Reading Difficulty
Marisa Ferrara Boston | John T. Hale | Reinhold Kliegl | Shravan Vasishth
Proceedings of ACL-08: HLT, Short Papers
Marisa Ferrara Boston | John T. Hale | Reinhold Kliegl | Shravan Vasishth
Proceedings of ACL-08: HLT, Short Papers