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computer science/cognitive science PhD student @ CU Boulder • computational psycholinguistics, NLP for education, AI ethics
Maria Valentini






We focus on automatically evaluating contextual informativeness relative to multiple target words in child-directed text, with implications for improving the automatic generation of educational stories for early childhood vocabulary intervention. Can’t wait to share, and learn about others’ work :)
Jan 16, 2025
Maria Valentini
I don’t really have the energy for politics right now. So I will observe without comment: Executive Order 14110 was revoked (Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence)
1. Can you stop companies from training generative AI using your data? No, not currently. 2. Is this dataset meant for training generative AI? 🤷‍♀️ but more likely for research and statistical analysis. 3. Is it ok to duplicate and distribute people’s data without agency to opt out? I’d argue no.
Jan 21, 2025
Nov 27, 2024
Excited to be presenting my work with @teaywright.bsky.social at #COLING2025 next week in Abu Dhabi! Find us in poster session 6/E on Jan 22nd (11 AM in the atrium). Paper: arxiv.org/abs/2412.17427
Excited to announce that the PolyGloss paper has been accepted to @aclmeeting.bsky.social! Previously, we trained models to help in endangered language documentation workflows by automatically predicting interlinear glosses. But real-world user studies revealed crucial issues...
Jan 16, 2025
2mo
Mark Riedl
Maria Antoniak
This is the third story I've read in a month about how AI chatbots are leading people into psychological crises. Gift link
arxiv.org
To address an important gap in creating children's stories for vocabulary enrichment, we investigate the automatic evaluation of how well stories convey the semantics of target vocabulary words, a tas...
Measuring Contextual Informativeness in Child-Directed Text
So many people, CS researchers included, think that you can explore how an LLM works by simply asking it to tell you what it is doing or "thinking". Here @jennhu.bsky.social provides an excellent illustration of how that approach fails even at the most basic level.
Maria Valentini
Jun 14, 2025
Nov 17, 2024
michael ginn
Carl T. Bergstrom
Carl T. Bergstrom