no code implementations • 3 Feb 2024 • Yiming Sun, Yuhe Gao, Runxue Bao, Gregory F. Cooper, Jessi Espino, Harry Hochheiser, Marian G. Michaels, John M. Aronis, Chenxi Song, Ye Ye
Transfer learning has become a pivotal technique in machine learning and has proven to be effective in various real-world applications.
no code implementations • 14 Jul 2022 • Jennifer Mankoff, representing the Center for Research, Education on Accessible Technology, Experiences, Devva Kasnitz, Disability Studies, L Jean Camp, Jonathan Lazar, Harry Hochheiser
This response to the RFI considers the potential for biometrics to help or harm disabled people2.
no code implementations • 16 Jun 2022 • Denis Newman-Griffis, Jessica Sage Rauchberg, Rahaf Alharbi, Louise Hickman, Harry Hochheiser
The increasing deployment of artificial intelligence (AI) tools to inform decision making across diverse areas including healthcare, employment, social benefits, and government policy, presents a serious risk for disabled people, who have been shown to face bias in AI implementations.
no code implementations • NAACL 2021 • Denis Newman-Griffis, Jill Fain Lehman, Carolyn Rosé, Harry Hochheiser
Natural language processing (NLP) research combines the study of universal principles, through basic science, with applied science targeting specific use cases and settings.
1 code implementation • NAACL 2021 • Denis Newman-Griffis, Venkatesh Sivaraman, Adam Perer, Eric Fosler-Lussier, Harry Hochheiser
Embeddings of words and concepts capture syntactic and semantic regularities of language; however, they have seen limited use as tools to study characteristics of different corpora and how they relate to one another.
no code implementations • 6 Jul 2017 • Gaurav Trivedi, Phuong Pham, Wendy Chapman, Rebecca Hwa, Janyce Wiebe, Harry Hochheiser
Natural Language Processing (NLP) systems often make use of machine learning techniques that are unfamiliar to end-users who are interested in analyzing clinical records.