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 2 Results 1 to 50 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
Absolute and Relative Properties in Geographic Referring Expressions
Gomes De Oliveira, R., Sripada, S., Reiter, E. B.Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsThe effects of mobile real-time information on rural passengers
Papangelis, K., Nelson, J. D., Sripada, S., Beecroft, M.Transportation Planning and Technology, vol. 39, no. 1, pp. 97-114Contributions to Journals: ArticlesSupply of Online Environmental Information to Unknown Demand: The Importance of Interpretation and Liability Related to a National Network of River Level Data
Arts, K., Ioris, A. A. R., MacLeod, C. J. A., Han, X., Sripada, S., Braga, J. R. Z., Van der Wal, R.Scottish Geographical Journal, vol. 131, no. 3-4, pp. 245-252Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1080/14702541.2014.978809
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/5148/1/14702541_2E2014_2E978809.pdf
- [ONLINE] View publication in Scopus
Lessons learned from the development of a rural real time passenger information system
Papangelis, K., Sripada, S., Nelson, J. D., Beecroft, M.Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1007/978-3-319-21383-5_97
- [ONLINE] View publication in Scopus
A simple surface realization engine for Telugu
Sekhar Dokkara, S. R., Penumathsa, S. V., Sripada, S. G.Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsDesigning an Algorithm for Generating Named Spatial References
De Oliveira, R., Sripada, G. S., Reiter, E.Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] https://aclweb.org/anthology/W15-4723
- [ONLINE] DOI: https://doi.org/10.18653/v1/W15-4723
- [ONLINE] http://enlg2015.imag.fr/
TravelBot: Journey Disruption Alerts Utilising Social Media and Linked Data
Corsar, D., Markovic, M., Gault, P. E., Mehdi, M., Edwards, P., Nelson, J. D., Cottrill, C. D., Sripada, S.Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsAdapting SimpleNLG for Brazilian Portuguese realisation
De Oliveira, R., Sripada, S.Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] View publication in Scopus
Determining Content for Unknown Users: Lessons from the MinkApp Case Study
Webster, G., Sripada, G. S., Mellish, C. S., Melero Cavero, Y., Arts, K. A., Lambin, X., Van Der Wal, R.Third International Conference on Natural Language GenerationContributions to Conferences: PostersEvaluating Perceived Effectiveness of Persuasive Strategies for Encouraging Social Interaction
Vargheese, J. P., Masthoff, J., Sripada, G. S., Oren, N., Dennis, M.Adjunct Proceedings, PERSUASIVE 2014. CLEUP, pp. 74-77, 4 pagesChapters in Books, Reports and Conference Proceedings: Chapters (Peer-Reviewed)Latent user models for online river information tailoring
Han, X., Sripada, S., Macleod, K., Ioris, A. A.Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] View publication in Scopus
People, Plans and Place: Understanding and Supporting Responses to Rural Public Transport Disruption
Papangelis, K., Chamberlain, A., Velaga, N., Corsar, D., Sripada, S., Nelson, J., Beecroft, M.Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1007/978-3-319-06498-7_1
Development of a Map-Matching Algorithm for Rural Passenger Information Systems through Mobile Phones and Crowd Sourcing
Velaga, N. R., Nelson, J. D., Edwards, P., Corsar, D., Sripada, S., Sharma, N., Beecroft, M.Journal of Computing in Civil Engineering, vol. 27, no. 6, pp. 732-742Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1061/(ASCE)CP.1943-5487.0000238
Development of a Map-matching Algorithm for Rural Passenger Information Systems Through Mobile Phones and Crowd-Sourcing
Velaga, N. R., Nelson, J. D., Edwards, P., Corsar, D., Sripada, S., Sharma, N., Beecroft, M.Journal of Computing in Civil Engineering, vol. 27, no. 6, pp. 732-742Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1061/(ASCE)CP.1943-5487.0000238
Persuasive Dialogue for Older Adults: Promoting and Encouraging Social Interaction
Vargheese, J. P., Sripada, S., Masthoff, J., Oren, N., Schofield, P., Hanson, V. L.Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1145/2468356.2468513
- [ONLINE] View publication in Scopus
Supporting rural public transport users during disruption: The role of real time information.
Velaga, N., Sripada, G. S., Beecroft, M. E., Nelson, J. D., Anable, J., Farrington, J. H.Contributions to Conferences: PapersDeveloping a real time passenger information system for rural areas
Papangelis, K., Sripada, S., Corsar, D., Velaga, N., Edwards, P., Nelson, J. D.Human Interface and the Management of Information. Information and Interaction for Health, Safety, Mobility and Complex Environments. Springer, pp. 153-162, 10 pagesChapters in Books, Reports and Conference Proceedings: Chapters- [ONLINE] DOI: https://doi.org/10.1007/978-3-642-39215-3_19
- [ONLINE] View publication in Scopus
A Dynamic Persuasive Dialogue Model for Encouraging Social Interaction for Older Adults
Vargheese, J. P., Sripada, G. S., Masthoff, J., Oren, N., Dennis, M.Proceedings of the 13th International Conference on Intelligent Virtual Agents, IVA 2013. Aylett, R., Krenn, B., Pelachaud, C., Shimodaira, H. (eds.). Springer, pp. 464-465, 2 pagesChapters in Books, Reports and Conference Proceedings: Chapters (Peer-Reviewed)Examining the effects of disruption on travel behaviour in rural areas
Papangelis, K., Corsar, D., Sripada, G. S., Beecroft, M. E., Nelson, J. D., Edwards, P., Velaga, N., Anable, J.Contributions to Conferences: PapersIntegrating natural language generation and model-based reasoning for explanation generation
Matheson, D., Coghill, G. M., Sripada, S.Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] DOI: https://doi.org/10.1109/UKCI.2012.6335748
- [ONLINE] View publication in Scopus
Communicating river level data and information to stakeholders with different interests: The participative development of an interactive online service
Macleod, K. C., Sripada, S. G., Ioris, A. A., Arts, K., Van Der Wal, R.Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] View publication in Scopus
Automatic generation of natural language nursing shift summaries in neonatal intensive care: BT-Nurse
Hunter, J., Freer, Y., Gatt, A., Reiter, E., Sripada, S., Sykes, C.Artificial Intelligence in Medicine, vol. 56, no. 3, pp. 157-172Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1016/j.artmed.2012.09.002
A Rural Passenger Information System Utilising Linked Data The Crowd
Corsar, D., Baillie, C. C., Markovic, M., Edwards, P., Nelson, J., Velaga, N., Beecroft, M., Sripada, G. S., Pan, J. Z., Papangelis, K.Chapters in Books, Reports and Conference Proceedings: Conference ProceedingsA rural real-time passenger information ecosystem
Edwards, P., Nelson, J. D., Corsar, D., Velaga, N. R., Beecroft, M. E., Sripada, G. S., Baillie, C. C., Papangelis, K., Markovic, M.Chapters in Books, Reports and Conference Proceedings: Conference Proceedings- [ONLINE] http://dl.acm.org/citation.cfm?id=2307885
- [ONLINE] DOI: https://doi.org/10.1145/2307874.2307885
Atlas.txt: Exploring Lingusitic Grounding Techniques for Communicating Spatial Information to Blind Users
Thomas, K. E., Sripada, S., Noordzij, M. L.Universal Access in the Information Society, vol. 11, no. 1, pp. 85-98Contributions to Journals: Articles- [ONLINE] DOI: https://doi.org/10.1007/s10209-010-0217-5
- [OPEN ACCESS] http://aura.abdn.ac.uk/bitstream/2164/2371/1/UAIS_2009_371_final.pdf