Senior Lecturer
- About
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- Email Address
- yaji.sripada@abdn.ac.uk
- Telephone Number
- +44 (0)1224 272597
- School/Department
- School of Natural and Computing Sciences
- Research
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Research Overview
My research focuses on supporting two-way communication between humans and machines in the context of automating machine learning (ML)/data science life cycle tasks such as data engineering and reporting to stakeholders about fitted models and their fairness, accountability, and transparency (FAT). My research brings together ML/data science, knowledge-based programming, natural language technology and information visualization (InfoVis). I am an inventor on several US patents related to natural language-based AI technology. I am one of the founders of Arria (www.arria.com), a company specializing in data-to-text (D2T) natural language generation (NLG).
- Publications
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Page 1 of 10 Results 1 to 10 of 92
Stereotypical Bias Amplification, and Reversal, in an Experimental Model of Human Interaction with Generative AI
Royal Society Open ScienceContributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1098/rsos.241472
Response to UKIPO Consultation on Copyright and Artificial Intelligence
11 pages.Other Contributions: Other ContributionsTowards LLM-driven Automated Verification of Best Practices in Digital Public Infrastructures
Contributions to Journals: Conference ArticlesImproving Factual Accuracy of Neural Table-to-Text Output by Addressing Input Problems in ToTTo
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsSystems, computer-implemented methods, and computer program products for data sequence validity processing
Patents: PatentsConsultation Response to the UK Government’s Policy Proposals on AI Regulation: A Pro-Innovation Approach
University of Aberdeen: School of Law. 20 pages.Other Contributions: Other ContributionsMethod and apparatus for expressing time in an output text
Patents: PatentsError Analysis of ToTTo Table-to-Text Neural NLG Models
Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsAn approach to improve asset maintenance and management priorities using machine learning techniques
Safety and Reliability, vol. 41, no. 3, pp. 151-169Contributions to Journals: ArticlesAuto-generating textual data stories using data science pipelines
Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1145/3508546.3508642
- [ONLINE] View publication in Scopus