AI at UP is Shaping the Future of Education and Governance in the Philippines
The University of the Philippines (UP) is using artificial intelligence (AI) to transform education and governance with a range of innovative projects. These were recently presented at AI Horizons PH 2024: A Conference on AI-Powered Research and Innovation, held on October 24-25, 2024, at the UP-BGC campus. From helping teachers grade assignments faster to making environmental data easier to track, these AI initiatives promise significant benefits for the nation.
1. Smarter Object Detection with LLaVA-World
One major breakthrough, “Improving Open-Vocabulary Object Detection in a Vision Language Model,” focuses on enhancing AI’s ability to recognize unfamiliar objects. The new model, LLaVA-World, increased detection accuracy by 420%, improving performance from 4.8% to 25%.
“Our model’s accuracy leap allows AI to better interpret complex visuals, with uses in areas from education to governance,” said Project Lead Dr. Rowel Atienza.
2. Better Speech Recognition for Clearer Communication
UP’s “Enhancing the Robustness of Speech Foundation Models Through Adaptation on Large-Scale Diverse Speech” project improves AI’s ability to understand different speaking styles and noisy environments. By training on a diverse range of voices, this system is now 80.8% better at recognizing words accurately.
“This improvement benefits both education, by enhancing online learning platforms, and governance, by supporting clearer communication in different languages and dialects,” shared Dr. Atienza.
3. Automating Biodiversity Data for Environmental Governance
The project “Enhancing Biodiversity Database Curation through Automated Extraction of Information from Unstructured Data” helps environmental agencies manage biodiversity information more efficiently. The AI model extracts key data from scientific articles, making it easier to track species and habitats.
“Our AI tool supports conservation efforts by simplifying the process of updating biodiversity data,” noted Project Lead Dr. Roselyn Gabud.
4. Safer and Faster Road Monitoring with PAVE
UP’s “Prototype Automated Visual Survey Equipment (PAVE)” automates road condition inspections. PAVE detects road defects, reducing risks to surveyors and ensuring accurate data collection.
“PAVE speeds up road inspections and makes them safer for inspectors, which is essential for managing infrastructure,” explained Project Lead Lea Bronuela-Ambrocio.
5. AI Grading for Philippine High School Essays
UP’s “ESSAI: Automated Essay Scoring System for Philippine High Schools” helps teachers by automating the grading of student essays. This system provides fast, consistent, and fair feedback, helping students improve their writing skills.
“ESSAI gives teachers more time for teaching by providing objective, timely feedback on student essays,” said Project Lead Dr. Pros Naval, Jr.
6. Text Recognition for Real-World Applications
Finally, UP’s “Scene Text Recognition with Permuted Autoregressive Sequence Models (PARSeq)” project uses AI for tasks like reading license plates at UP Diliman and assisting NASA’s Astrobee Robot. This tool quickly interprets text, making it valuable for tasks that require fast, accurate data processing.
“Our model’s versatility shows how AI can solve real-world problems in many sectors, especially in governance where quick, precise data reading is essential,” explained Dr. Rowel Atienza.
These AI-powered projects highlight UP’s dedication to using technology for social good, transforming education and governance in the Philippines. With these advancements, UP is helping shape a future that’s more efficient, informed, and accessible for all.
