vix.ing · top · new · best · stats · spec

TRESTLE: Toolkit for Reproducible Execution of Speech, Text and Language Experiments

2023/02/14 by Changye Li, Li, Changye, Weizhe Xu +7
Computer Science · Neuroscience · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Neurobiology of Language and Bilingualism #Text Readability and Simplification #Topic Modeling

paper · doi:10.48550/arxiv.2302.07322

openalex publication_date 2023/02/14 · openalex created_date 2023/02/18 · openalex updated_date 2026/07/28

Abstract

xperiments), an open source platform that focuses on two datasets from the TalkBank repository with dementia detection as an illustrative domain. Successfully deployed in the hackallenge (Hackathon/Challenge) of the International Workshop on Health Intelligence at AAAI 2022, TRESTLE provides a precise digital blueprint of the data pre-processing and selection strategies that can be reused via TRESTLE by other researchers seeking comparable results with their peers and current state-of-the-art (SOTA) approaches.

Citations

Related