Maria Perez Ortiz
Associate Professor
Researches machine learning for sustainable development, including AI for education and ordinal and generalisation-focused learning methods.
Maria Perez Ortiz's lab at UCL works on language & society and learning & education technology. 18 papers since 2023, 2 at top venues, mostly AAAI and EMNLP.
At a glance
- papers, 2023–2026
- 5/ year
- at T1 venues
- 11%
- PhD students
- —
- MS students
- —
- alumni listed
- —
Papers by yearfrom the lab homepage, 2023–2026
- 2 papers2026 · T1 1 · collecting
- 6 papers2025 · T1 0
- 7 papers2024 · T1 1
- 3 papers2023 · T1 0
T1 venuesOtherVenues: AAAI, EMNLP, Knowledge-Based Systems
Research focuspaper titles that use each topic's words
- Learning & education technology6 papers
- Language & society4 papers
- development2 papers
- sustainable0 papers
- researches machine0 papers
Paper list
From the lab homepage.
20262 papers
- AAAI (T1)AgentGraph: Trace-to-Graph Platform for Interactive Analysis and Robustness Testing in Agentic AI Systems (opens in a new tab)
- Social Science Computer ReviewDecoding Psychological Abuse: A Comparative Study of Natural Language Processing (NLP) Classifiers Using Reddit Data (opens in a new tab)
20256 papers
- ENVIRONMENTAL DATA SCIENCECrafting desirable climate trajectories with reinforcement learning explored socio-environmental simulations
- Data & PolicyDecoding development: the AI frontier in policy crafting: A systematic review (opens in a new tab)
- DATA & POLICYDecoding development: the AI frontier in policy crafting: A systematic review ( vol 7, pg e31, 2025)
- Conference of the North American Chapter of the Association for Computational Linguistics-NAACLHow Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making?
- AAMAS '25: International Conference on Autonomous Agents and Multiagent SystemsMulti-Agent Reinforcement Learning Simulation for Environmental Policy Synthesis (opens in a new tab)
- Copernicus PublicationsPushing the Limits of Subseasonal-to-Seasonal Sea Ice Forecasting with Deep Generative Modelling
20247 papers
- AAAI-24A Toolbox for Modelling Engagement with Educational Videos (opens in a new tab)
- ICTIRAn Analysis of Stopping Strategies in Conversational Search Systems
- SustainabilityArtificial Intelligence Alone Will Not Democratise Education: On Educational Inequality, Techno-Solutionism and Inclusive Tools (opens in a new tab)
- Journal of Artificial Intelligence for Sustainable DevelopmentFrom Prediction to Foresight: The Role of AI in Designing Responsible Futures
- EMNLP (T1)JobFair: A Framework for Benchmarking Gender Hiring Bias in Large Language Models
- —The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models (opens in a new tab)
- Knowledge-Based SystemsTransfer and zero-shot learning for scalable weed detection and classification in UAV images (opens in a new tab)
20233 papers
- Computers in the SchoolsArtificial Intelligence and K-12 Education: Possibilities, Pedagogies and Risks (opens in a new tab)
- Frontiers in Plant ScienceBoosting precision crop protection towards agriculture 5.0 via machine learning and emerging technologies: A contextual review (opens in a new tab)
- Semantic AI in Knowledge GraphsLeveraging Semantic Knowledge Graphs in Educational Recommenders to Address the Cold-Start Problem (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to UCLFall 2027
Not announced yet
Computer Science MPhil/PhD
- Round
- Main
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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Data
Some numbers could not be verified:
- The member list could not be found on the lab site.
- The alumni list could not be found on the lab site.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Not collected
- Alumni
- Not collected
Tiers are venue classifications, not lab rankings.