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Ava Heinonen

2 papers hereh-index 333 citations7 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.SE1

identity via Semantic Scholar / OpenAlex

most citedSynthesizing Research on Programmers' Mental Models of Programs, Tasks and Concepts -- a Systematic Literature Review

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2026

When Looks Do Not Lie: Discourse Structure Guided In-Context Learning for Faithful Diagram Generation

Evanfiya Logacheva, Arto Hellas, Tsvetomila Mihaylova +3

GenAI is widespread in educational applications; however, it is known to generate content with intrinsic and extrinsic hallucination. We introduce a novel method for ICL diagram ge…

cs.SE2022★ 2 cited

Synthesizing Research on Programmers' Mental Models of Programs, Tasks and Concepts -- a Systematic Literature Review

Ava Heinonen, Bettina Lehtelä, Arto Hellas +1

Programmers' mental models represent their knowledge and understanding of programs, programming concepts, and programming in general. They guide programmers' work and influence the…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.