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2nd year PhD Student at @gronlp.bsky.social 🐮 - University of Groningen Language Acquisition - NLP
Francesca Padovani









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We will soon publish the pre-print!
Interested in analyzing 𝗖𝗵𝗶𝗹𝗱-𝗔𝗱𝘂𝗹𝘁 𝗜𝗻𝘁𝗲𝗿𝗮𝗰𝘁𝗶𝗼𝗻𝘀 with computational tools? Then the 𝗖𝗔𝗜𝗧 𝗧𝗼𝗼𝗹𝗸𝗶𝘁 🪁 (pronounced [kaIt]) might be just what you’re looking for! It includes a brand-new i𝗻-𝗱𝗼𝗺𝗮𝗶𝗻 𝗱𝗲𝗽𝗲𝗻𝗱𝗲𝗻𝗰𝘆 𝗽𝗮𝗿𝘀𝗲𝗿, 𝗣𝗢𝗦 𝘁𝗮𝗴𝗴𝗲𝗿, and 𝘂𝘁𝘁𝗲𝗿𝗮𝗻𝗰𝗲-𝗹𝗲𝘃𝗲𝗹 𝗰𝗼𝗻𝘀𝘁𝗿𝘂𝗰𝘁𝗶𝗼𝗻 𝘁𝗮𝗴𝗴𝗲𝗿.
See you in Brazil! I’m really looking forward to discussing the results and possible extensions of this work with all of you.🤗
In the paper, accepted at CONLL 🎊, we have conducted an in-depth error analysis, comparing CAIT annotations with those of the off the-shelf English Stanza parser, highlighting systematic differences in dependency predictions and the structural biases introduced by general-purpose parsers.
We also demonstrate the practical utility of CAIT through a case study :) This show how valuable this tool is for empirical studies of language development that rely on large-scale syntactic analysis. Check out the pre-print at: arxiv.org/abs/2605.19718
arxiv.org/abs/2605.12047
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Infinite thanks to @arianna-bis.bsky.social , @jumelet.bsky.social and @yevgenm.bsky.social Best supervisors out there!!😍
You can access the models through the repository: github.com/fpadovani/CA... Thank you to the amazing team: @xiulinyang.bsky.social @bbunzeck.bsky.social @arianna-bis.bsky.social @yevgenm.bsky.social @jumelet.bsky.social
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CHILDES is a paramount resource for language acquisition studies -- yet computational tools for analyzing its syntactic structure remain limited. Leveraging the recent release of the UD-English-CHILDE...
arxiv.org
CAIT: A Syntactic Parsing Toolkit for Child-Adult InTeractions
Francesca Padovani
Francesca Padovani
I’m very happy to share that my latest paper on the 𝐚𝐜𝐪𝐮𝐢𝐬𝐢𝐭𝐢𝐨𝐧 𝐨𝐟 𝐯𝐞𝐫𝐛 𝐦𝐞𝐚𝐧𝐢𝐧𝐠, tested on models trained under CDL data vs ADL data , has been accepted for an 𝐨𝐫𝐚𝐥 𝐩𝐫𝐞𝐬𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧 at the upcoming edition of 𝐂𝐨𝐠𝐒𝐜𝐢, which will take place at the end of July in Rio de Janeiro.💃
Francesca Padovani
Francesca Padovani
Francesca Padovani
Francesca Padovani
2mo
Francesca Padovani
Francesca Padovani
Announcing a new version of our 2024 paper on linguistic hypothesis generation from LMs! @najoung.bsky.social and I have systematized our hypothesis generation framework, added stringent criteria for model selection, 10x-ed our learning trials, and included an epigraph from Jeff Elman 🙏!
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Francesca Padovani
Kanishka Misra