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  • Trina D. Spencer

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Automated Narrative Scoring Using Large Language Models
Description: The analysis of narratives often accompanies comprehensive language assessments of students. While analyzing narratives can be time-consuming and labor-intensive, recent advances in large language models (LLMs) indicate that it may be possible to automate this process.
Investigators: Saman Enayati, Ziyu Yang, Slobodan Vucetic, Trina D. Spencer
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AAC Narrative Intervention for Children with Autism
Description: In research, augmentative and alternative communication (AAC) interventions have primarily focused on teaching children to make requests (Logan et al., 2017); however, AAC intervention should not stop there.
Investigators: Norah Almubark, Trina D. Spencer, Matthew E. Foster
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Test Data
Part of Project: Automated Narrative Scoring Using Large Language Models
Description: Narrative language samples elicited using the ALPS Oral Narrative Retell and Oral Narrative Generation tasks from diverse K-3 students. The test data set was drawn randomly from the larger corpus of narrative language samples.
Investigators: Saman Enayati, Ziyu Yang, Slobodan Vucetic, Trina D. Spencer
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Training Data
Part of Project: Automated Narrative Scoring Using Large Language Models
Description: Narrative language samples elicited using the ALPS Oral Narrative Retell and Oral Narrative Generation tasks from diverse K-3 students. The training data set was drawn randomly from the larger corpus of narrative language samples.
Investigators: Saman Enayati, Ziyu Yang, Slobodan Vucetic, Trina D. Spencer
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TwoRaters
Part of Project: Automated Narrative Scoring Using Large Language Models
Description: Narrative language samples elicited using the ALPS Oral Narrative Retell and Oral Narrative Generation tasks from diverse K-3 students. The tworaters data set was drawn randomly from the larger corpus of narrative language samples. These samples were scored by two raters for reliability purposes.
Investigators: Saman Enayati, Ziyu Yang, Slobodan Vucetic, Trina D. Spencer
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AAC Narrative Intervention DATA
Part of Project: AAC Narrative Intervention for Children with Autism
Description: These are the data for story grammar scores and number of different symbols used that resulted from the AAC narrative intervention. They are organized according to multiple baseline across participants design and pseudonyms are used instead of children's names.
Investigators: Norah Almubark, Trina D. Spencer, Matthew E. Foster
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Content Type

  • Dataset (4)
  • Project (2)

Constructs

Assessments

Participant Type

Special Populations

  • Autism Spectrum Disorder [ASD] (1)

Educational Environments

  • Home Learning Environment (1)

Project Methods

  • Augmentative and Alternative Communication (1)

Developmental Designs

  • Multiple Baseline Across Participants Design (1)

Persons

  • [x] Trina D. Spencer (6)
  • Saman Enayati (4)
  • Slobodan Vucetic (4)
  • Ziyu Yang (4)
  • David James Royer, PhD, BCBA (2)
  • Kathleen Lynne Lane (2)
  • Katie Pelton (2)
  • Mark M. Buckman (2)
  • Matthew E. Foster (2)
  • Norah Almubark (2)
  • Rebecca Lee Sherod (2)
  • Wendy Peia Oakes (2)
  • Dr. Dale Walker (1)
  • Dr. Dwight Irvin (1)
  • Dr. Jay Buzhardt (1)
  • Kandace K. Fleming (1)
  • Mindy S. Bridges (1)
  • Shayne B. Piasta (1)
  • Tiffany Hogan, PhD, CCC-SLP (1)

Organizations

  • [x] University of Kansas (6)
  • University of South Florida (7)
  • Temple University (4)
  • Florida Center for Reading Research (2)
  • Florida State University (2)
  • Northern Arizona University (2)
  • University of Nebraska Department of Child Youth and Family Studies (1)

This repository is a collaboration between the FSU Department of Psychology, the Florida Center for Reading Research, and the FSU Libraries. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.

On March 25, 2025, the NIH requested that we post this text: "This repository is under review for potential modification in compliance with Administration directives."

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