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Subword models struggle with word learning, but surprisal hides it
v1v2 (latest)

Subword models struggle with word learning, but surprisal hides it

Annual Meeting of the Association for Computational Linguistics (ACL), 2025
18 February 2025
Bastian Bunzeck
Sina Zarrieß
ArXiv (abs)PDFHTML

Papers citing "Subword models struggle with word learning, but surprisal hides it"

4 / 4 papers shown
Dialogue Is Not Enough to Make a Communicative BabyLM (But Neither Is Developmentally Inspired Reinforcement Learning)
Dialogue Is Not Enough to Make a Communicative BabyLM (But Neither Is Developmentally Inspired Reinforcement Learning)
Francesca Padovani
Bastian Bunzeck
Manar Ali
Omar Momen
Arianna Bisazza
Hendrik Buschmeier
Sina Zarrieß
ALM
114
1
0
23 Oct 2025
Child-Directed Language Does Not Consistently Boost Syntax Learning in Language Models
Child-Directed Language Does Not Consistently Boost Syntax Learning in Language Models
Francesca Padovani
Jaap Jumelet
Yevgen Matusevych
Arianna Bisazza
ALM
258
5
0
29 May 2025
Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora
Findings of the BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora
Alex Warstadt
Aaron Mueller
Leshem Choshen
E. Wilcox
Chengxu Zhuang
...
Rafael Mosquera
Bhargavi Paranjape
Adina Williams
Tal Linzen
Robert Bamler
600
168
0
10 Apr 2025
Do Construction Distributions Shape Formal Language Learning In German BabyLMs?
Do Construction Distributions Shape Formal Language Learning In German BabyLMs?
Bastian Bunzeck
Daniel Duran
Sina Zarrieß
384
7
0
14 Mar 2025
1