51cg

The School of Natural and Computing Sciences

Dr Yaji Sripada

In this section
Dr Yaji Sripada
Dr Yaji Sripada
Dr Yaji Sripada

Senior Lecturer

51cg
Email Address
yaji.sripada@abdn.ac.uk
Telephone Number
+44 (0)1224 272597
Office Address
327 Meston Building
Old Aberdeen Campus
Meston Walk
AB24 3UE

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School/Department
School of Natural and Computing Sciences

Biography

I am a Senior Lecturer in the Department of Computing Science. I joined the department as a PDRA (Post-Doctoral Research Associate) in 2000. I was promoted to Lecturer in 2003. Before joining the university, I worked as a Research Scientist for Tata Consultancy Services, India, after completing my PhD in Computer Science and Engineering from the Indian Institute of Technology, Madras, India, in 1998.

Qualifications

  • PhD Computer Science and Engineering 
    1998 - Indian Institute of Technology, Madras, India 
  • MTech Computer Science 
    1991 - Indian Institute of Technology, Roorkee 
  • BSc Electrical Engineering 
    1989 - National Institute of Technology, Kurukshetra, India 

Memberships and Affiliations

Internal Memberships

Current:

Enterprise and Innovation Champion for the School of Natural and Computing Sciences

Industrial Placements Coordinator for Computing Science

 

Previous:

Interim Head of Computing Science

Director of Undergraduate Pathways in Computing Science

Outreach Director for Computing Science

 

External Memberships

Member of the Engineering and Physical Sciences Research Council (EPSRC) Peer Review College since 2016.

Reviewer for the European Research Council (ERC) since 2021.

Research

Research Overview

Sitting at the intersection of human-centred AI and automated data science, my research seeks to facilitate two-way communication between users and machines across the ML/data science life cycle. I develop frameworks that incorporate human expertise into automated pipelines, keeping users informed about a model's fairness, ethics, accountability, and transparency (FEAT). This work integrates ML/data science, knowledge-based programming, natural language processing (NLP), and information visualisation (InfoVis). I am an inventor on several US patents related to natural language-based AI technology. I am one of the founders of Arria (), a company specialising in data-to-text (D2T) natural language generation (NLG). 

Research Areas

Artificial Intelligence

  • Supervising
View Research Area
Teaching

Programmes

Courses

Publications

Page 1 of 10 Results 1 to 10 of 96

  • Authoring and Management of Transparent Research Integrity Assessments of Randomised Clinical Trial Publications Using LLM-assisted Tools and Provenance Knowledge Graphs

    Markovic, M., Indukuri, G., Sripada, S., Vorland, C. J., Wilkinson, J., Robertson, C., Bolland, M. J., Grey, A., Brazzelli, M., Avenell, A.
    Chapters in Books, Reports and Conference Proceedings: Conference Proceedings
    • [OPEN ACCESS]
    • [ONLINE]

  • Integrating Sensemaking in a Question-Driven Development Framework for Textual Narrative Reporting Applications

    Wang, R., Sripada, S. G., Beacham, N.
    Contributions to Conferences: Papers
    • [ONLINE] DOI:
    • [ONLINE]

  • AEMC: Aggregator-efficient model compression for streamlining LLMs

    Zhou, M., Mao, R., Sripada, S., Li, X.
    Neurocomputing, vol. 672, 132779
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [ONLINE]

  • Input Matters: Evaluating Input Structure's Impact on LLM Summaries of Sports Play-by-Play

    Sundararajan, B., Sripada, S., Reiter, E.
    Contributions to Conferences: Papers
    • [ONLINE]
    • [ONLINE] DOI:

  • 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 Science, 241472
    Contributions to Journals: Articles
    • [ONLINE] DOI:
    • [OPEN ACCESS]

  • 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.)
    51cg: School of Law. 11 pages.
    Other Contributions: Other Contributions
    • [OPEN ACCESS]

  • Towards 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 Articles
    • [ONLINE]
    • [OPEN ACCESS]
    • [ONLINE]
    • [ONLINE]

  • Improving 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 Proceedings
    • [ONLINE] DOI:
    • [OPEN ACCESS]
    • [ONLINE]

  • Systems, computer-implemented methods, and computer program products for data sequence validity processing

    da Silva De Palva, D., Sripada, S., Thomson, C.
    Patents: Patents
    • [OPEN ACCESS]

  • Consultation 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.)
    51cg: School of Law. 20 pages.
    Other Contributions: Other Contributions
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