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Schneider, Fernanda; Marcotte, Karine; Brisebois, Amelie; Townsend, Sabrine Amaral Martins; Smidarle, Anderson Dick; Loureiro, Fernanda; da Rosa Franco, Alexandre; Bernardi Soder, Ricardo; Nikolaev, Alexandre; Porcello Marrone, Luiz Carlos; Hübner, Lilian Cristine – Journal of Speech, Language, and Hearing Research, 2021
Background: A growing body of literature has demonstrated the importance of discourse assessment in patients who suffered from brain injury, both in the left and right hemispheres, as discourse represents a key component of functional communication. However, little is known about the relationship between gray matter density and macrolinguistic…
Descriptors: Patients, Head Injuries, Neurological Impairments, Brain Hemisphere Functions
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Olney, Andrew M. – Grantee Submission, 2021
This paper explores a general approach to paraphrase generation using a pre-trained seq2seq model fine-tuned using a back-translated anatomy and physiology textbook. Human ratings indicate that the paraphrase model generally preserved meaning and grammaticality/fluency: 70% of meaning ratings were above 75, and 40% of paraphrases were considered…
Descriptors: Translation, Language Processing, Error Analysis (Language), Grammar