Dr Yaji Sripada
Senior Lecturer
- Email Address
- yaji.sripada@abdn.ac.uk
- Telephone Number
- +44 (0)1224 272597
- School/Department
- School of Natural and Computing Sciences
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).
Page 1 of 4 Results 1 to 25 of 92
Stereotypical Bias Amplification, and Reversal, in an Experimental Model of Human Interaction with Generative AI
Allan, K., Azcona, J., Sripada, S., Leontidis, G., Sutherland, C., Phillips, L., Martin, D.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
Zivkovic, P., Adebola, T., Allan, K., Ducato, R., Leontidis, G., Lombardi, C., Sinclair, A., Starkey, A., Sripada, S., Brown, A. (ed.), Jevremovic, N. (ed.)11 pages.Other Contributions: Other ContributionsTowards LLM-driven Automated Verification of Best Practices in Digital Public Infrastructures
Markovic, M., Sripada, S., Chakrabart, S. K., Diddigi, R. B.Contributions to Journals: Conference ArticlesImproving Factual Accuracy of Neural Table-to-Text Output by Addressing Input Problems in ToTTo
Sundararajan, B., Sripada, S., Reiter, E.Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsSystems, computer-implemented methods, and computer program products for data sequence validity processing
Sripada, S.Patents: PatentsConsultation Response to the UK Government’s Policy Proposals on AI Regulation: A Pro-Innovation Approach
Zivkovic, P., Carey, L., Cserne, P., Lombardi, C., Poesen, M., Sripada, S., Sutherland, C., Taylor, R., Le, X. T., Adebola, T. (ed.)University of Aberdeen: School of Law. 20 pages.Other Contributions: Other ContributionsMethod and apparatus for expressing time in an output text
Sripada, S.Patents: PatentsError Analysis of ToTTo Table-to-Text Neural NLG Models
Sundararajan, B., Sripada, S., Reiter, E.Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsAn approach to improve asset maintenance and management priorities using machine learning techniques
Hanish Nithin, A., Hobbs, M., Sriramula, S., Sripada, S.Safety and Reliability, vol. 41, no. 3, pp. 151-169Contributions to Journals: ArticlesAuto-generating textual data stories using data science pipelines
Wang, R., Gowri Sripada, S., Beacham, N.Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1145/3508546.3508642
- [ONLINE] View publication in Scopus
Are contrastive explanations useful?
Forrest, J., Sripada, S., Pang, W., Coghill, G. M.Contributions to Conferences: PapersStudying the Impact of Filling Information Gaps on the Output Quality of Neural Data-to-Text
Thomson, C. A., Zhao, Z., Sripada, S. G.Contributions to Conferences: PapersMethod and apparatus for motion detection
Sripada, S.Patents: PatentsOn the merits and pitfalls of introducing a digital platform to aid conservation management: Volunteer data submission and the mediating role of volunteer coordinators
Arts, K., Melero, Y., Webster, G., Sharma, N., Tintarev, N., Tait, E., Mellish, C., Sripada, S., MacMaster, A. M., Sutherland, H., Horrill, C., Lambin, X., van der Wal, R.Journal of Environmental Management, vol. 265, 110497Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.jenvman.2020.110497
- [ONLINE] View publication in Scopus
TravelBot: Utilising social media dialogue to provide journey disruption alerts
Gault, P., Cottrill, C. D., Corsar, D., Edwards, P., Nelson, J. D., Markovic, M., Mehdi, M., Sripada, S.Transportation Research Interdisciplinary Perspectives, vol. 3, 100062Contributions to Journals: ArticlesTowards more effective online environmental information provision through tailored Natural Language Generation: Profiles of Scottish river user groups and an evaluative online experiment
Arts, K., Macleod, C. J. A., Ioris, A. A. R., Han, X., Sripada, S., Braga, J. F., Maffey, G., Jekjantuk, N., Zeng, C., Van der Wal, R.Science of the Total Environment, vol. 673, pp. 643-655Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.scitotenv.2019.03.440
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/12178/1/Towards_more_effective_online_environmental_information_provision_through_tailored_Natural_Language_Generation.pdf
- [ONLINE] View publication in Scopus
- [ONLINE] View publication in Mendeley
Towards making NLG a voice for interpretable Machine Learning
Forrest, J., Sripada, S., Pang, W., Coghill, G.Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsMethod and apparatus for motion description
Sripada, S.Patents: Patents- [OPEN ACCESS] https://pure.abdn.ac.uk/ws/files/302570031/US9990360.pdf
Build an app and they will come? Lessons learnt from trialling the GetThereBus app in rural communities
Corsar, D., Cottrill, C., Beecroft, M., Nelson, J. D., Papangelis, K., Edwards, P., Velaga, N., Sripada, S.IET Intelligent Transport Systems, vol. 12, no. 3, pp. 194-201Contributions to Journals: ArticlesData quality in reasoning
Inglis, S., Reiter, E., Sripada, S.Contributions to Journals: Conference ArticlesComprehension Driven Document Planning in Natural Language Generation Systems
Thomson, C., Reiter, E., Sripada, S.Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsTextually Summarising Incomplete Data
Inglis, S., Reiter, E. B., Sripada, S.Contributions to Conferences: PapersPersuasive Strategies for Encouraging Social Interaction for Older Adults
Vargheese, J. P., Sripada, G. S., Masthoff, J., Oren, N.International Journal of Human-Computer Interaction, vol. 32, no. 3, pp. 190-214Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1080/10447318.2016.1136176
- [ONLINE] View publication in Scopus
Exploring the rural passenger experience, information needs and decision making during public transport disruption
Papangelis, K., Velaga, N. R., Ashmore, F., Sripada, G. S., Nelson, J. D., Beecroft, M.Research in Transportation Business & Management, vol. 18, pp. 57-69Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.rtbm.2016.01.002
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/8271/1/RTBM_clean_version.docx
Environmental communication in the Information Age: Institutional barriers and opportunities in the provision of river data to the general public
Arts, K., Ioris, A. A. R., Macleod, C. J. A., Han, X., Sripada, S. G., Braga, J. R. Z., van der Wal, R.Environmental Science & Policy, vol. 55, no. Part 1, pp. 47-53Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.envsci.2015.08.011
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/7831/1/1_s2.0_S1462901115300642_main.pdf
- [ONLINE] View publication in Scopus