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Stefania Druga

stefania11.github.io
2 Followers
community-curated profile

Ph.D. Residency in AI / ML: Coding & Program Synthesis @Theteamatx dissertating @UW, alumn @mit @msft

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Stefania Druga @Stefania_druga · Apr 4, 2023
  • From Twitter

Great thread discussing common issues with LLMs evaluation, and how to do better using methods from the behavioral sciences. #LLMs #evaluation

Tweet Apr 4, 2023
People are testing large language models (LLMs) on their "cognitive" abilities - theory of mind, causality, syllogistic reasoning, etc. Many (most?) of these evaluations are deeply flawed. To evaluate LLMs effectively, we need some principles from ex
by Michael C. Frank
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Stefania Druga @Stefania_druga · Feb 28, 2023
  • From Twitter

New excellent article from @LeSheepo on math misconceptions and pedagogical implications

Article Feb 27, 2023
Math Misconceptions: Mapping Major Math Misunderstandings - The Learning Agency Lab %
by Nancy Otero
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Stefania Druga @Stefania_druga · Feb 27, 2023
  • From Twitter

Great thread from Shayne as always

Tweet Feb 27, 2023
🔭 A 🧵 on @OpenAI LLM "Alignment" (e.g. #ChatGPT) Q: How does this differ from publicly available "Instruction Tuning" (IT)? A: Proprietary Alignment is actually 3 separate components: 1⃣ Instruction tuning 2⃣ ➕ Open-ended generation/creative prompts
by Shayne Longpre
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Stefania Druga @Stefania_druga · Jul 7, 2022
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Exciting new paper from @ReginaRCheng !

Paper
Mapping the Design Space of Human-AI Interaction in Text Summarization
by Regina Cheng and 4 others
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Stefania Druga @Stefania_druga · Jun 7, 2022
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great read! thank you for sharing!

Article Jun 6, 2022
Building everyday algorithmic literacy: marginalized users point out how ad recommender systems can…
by Yim Register
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