mlsanityData to 13 Oct 2026

Towards an AI to Win Ghana's National Science and Maths Quiz

arXiv 2308.04333 ↗First posted 8 Aug 2023cs.HC cs.CL cs.CYcited by 3

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Abstract (arXiv)

Can an AI win Ghana's National Science and Maths Quiz (NSMQ)? That is the question we seek to answer in the NSMQ AI project, an open-source project that is building AI to compete live in the NSMQ and win. The NSMQ is an annual live science and mathematics competition for senior secondary school students in Ghana in which 3 teams of 2 students compete by answering questions across biology, chemistry, physics, and math in 5 rounds over 5 progressive stages until a winning team is crowned for that year. The NSMQ is an exciting live quiz competition with interesting technical challenges across speech-to-text, text-to-speech, question-answering, and human-computer interaction. In this ongoing work that began in January 2023, we give an overview of the project, describe each of the teams, progress made thus far, and the next steps toward our planned launch and debut of the AI in October for NSMQ 2023. An AI that conquers this grand challenge can have real-world impact on education such as enabling millions of students across Africa to have one-on-one learning support from this AI.

Key facts. Cited by 3 papers in the map (data through 13 Oct 2026). Builds on 7 of its 11 references that are in the map. First posted on arXiv 8 Aug 2023.

Builds on

7 of 11 references.

References · 7

  1. 2019DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lightercited by 4,281
  2. 2022Robust Speech Recognition via Large-Scale Weak Supervisioncited by 4,004
  3. 2019SciBERT: A Pretrained Language Model for Scientific Textcited by 1,409
  4. 2020Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillationcited by 591
  5. 2021Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speechcited by 559
  6. 2022Kwame for Science: An AI Teaching Assistant Based on Sentence-BERT for Science Education in West Africacited by 4
  7. 2023Can an AI Win Ghana's National Science and Maths Quiz? An AI Grand Challenge for Educationcited by 4

Built on by

Cited by year (2026 to 13 Oct)

Citing papers per year: 2024: 2; 2025: 0; 2026: 1.

3 papers.