This paper explores the effect of using multitask learning for abstractive summarization in the context of small training corpora. In particular, we incorporate four different tasks (extractive summarization, language modeling, concept detection, and paraphrase detection) both individually and in combination, with the goal of enhancing the target…

Purpose: This study had two aims. Aim 1 was to query both Communication Science and Disorders (CSD) faculty and school-based SLPs regarding how written language is/ was covered in their graduate programs. Aim 2 was to query school-based SLPs about their written language service provision. Method: CSD faculty (n = 143) and school-based SLPs (n =…

This paper explores three simple data manipulation techniques (synthesis, augmentation, curriculum) for improving abstractive summarization models without the need for any additional data. We introduce a method of data synthesis with paraphrasing, a data augmentation technique with sample mixing, and curriculum learning with two new difficulty…

Despite the critical role of mentors in the preparation of preservice teachers, very little causal quantitative research has explored the effects of offering mentors professional development (PD) around how to coach and support their candidates. We conduct an experimental evaluation of a PD opportunity randomly offered to mentors within six…

Background: Schools need to implement universal student supports that prevent social, emotional, and behavioral difficulties; minimize associated risks; and promote social, emotional, and behavioral competencies. The purpose of this study is to examine the efficacy of the Helping Educational Leaders Mobilize Evidence (HELM) implementation strategy…

The development of communication is a fundamental part of early childhood. Yet many students with disabilities require supports such as augmentative and alternative communication to develop communication skills. Teachers and paraeducators play key roles in supporting communication for these students, but often lack effective and accessible…

Purpose: The purpose of this study was to examine the effectiveness of a training and coaching program aimed to increase the use of the aided language modeling (ALM) strategy by siblings to support the social interactions of children with disabilities who use augmentative and alternative communication (AAC) in the natural environment. Method: A…

In this post-pandemic era, teenagers are still experiencing high levels of mental health-related issues, and scalable solutions to promote adolescents' well-being are needed. Given that attention plays an important role in the management of stress and emotion, the current proof of concept study examines a digital 22-day intervention designed to…

Background: Autistic youth primarily receive services in public schools from educators who persistently report variable training and use of evidenced-based practices (EBPs). Educational achievement of individualized goals may be hindered by inconsistent implementation of EBPs. Objective: To better understand EBP training practices, this study…

This study uses data from semi-structured interviews conducted with 44 early childhood education (ECE) staff and examines how knowledge dissemination processes operate in ECE centers, including how information from off-site trainings is diffused among staff. Our sample includes administrators, lead teachers, and assistant teachers serving children…

Despite the potential benefits of integrating family-school partnerships into school-wide PBIS, many barriers persist that limit a school's ability to engage in meaningful family-school partnerships. These barriers to implementation suggest the importance of understanding the extent to which school teams can overcome these obstacles and promote…

The purpose of this study was to describe the pre-training readiness and capacity of educators taking part in the IES-funded Evidence Based Intervention Training for Educators (EBITE). The "Every Student Succeeds Act" (ESSA) in late 2015 charged educational leaders and decision-makers with using evidence-based processes and interventions…

Youth bullying is a significant concern in the USA, particularly for youth with disabilities. This pilot study explores out- come data related to the DIsability Anti-BuLlying (DIAL) training program for general and special education teachers to prevent bullying generally with a particular focus on youth with disabilities. Six schools were randomly…

This study contrasted face-to-face and remote coaching models using an empirically-based professional development model, The Early Education model (TEEM). Child care teachers (n = 174) were randomly assigned to 1 of 3 conditions: remote coaching (n = 59), face-to-face coaching (n = 66), and business as-usual (n = 49). This study examined…

There is limited research examining professional development for general and special education teachers implementing self-determination interventions. This study presents outcomes of a 2-day professional development training for the Self-Determined Learning Model of Instruction (SDLMI) for general and special educators guided by key elements of…