Michael C. Frank
7 papers · 2009–2024 · 6 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
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Research topics
Keywords
language development
(2)
language modeling
(1)
multimodal learning
(1)
semantic knowledge
(1)
child-directed speech
(1)
language acquisition
(1)
language model
(1)
vision-language model
(1)
data efficiency
(1)
multimodal benchmark
(1)
behavioral response
(1)
developmental trajectory
(1)
synthetic dataset
(1)
speech perception
(1)
behavioral data
(1)
power analysis
(1)
shape bia
(1)
syntactic knowledge
(1)
developmental benchmark
(1)
neural emergent language
(1)
Papers
DevBench: A multimodal developmental benchmark for language learning
NeurIPS 2024
Is Child-Directed Speech Effective Training Data for Language Models?
EMNLP 2024
The Emergence of the Shape Bias Results from Communicative Efficiency
CoNLL 2021
MetaLab: A Repository for Meta-Analyses on Language Development, and More
Interspeech 2017
Investigating the Sources of Linguistic Alignment in Conversation
ACL 2016
Learning Words and Their Meanings from Unsegmented Child-directed Speech
NAACL 2010
Modeling Word Learning As Communicative Inference
CoNLL 2009