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projects
Demo: Probing BERT’s priors with serial reproduction chains
Demo: WordPiece Explorer
Demo: Causal interventions expose implicit situation models for commonsense language understanding
publications
2020
Investigating representations of verb bias in neural language models
RD Hawkins*, T Yamakoshi*, TL Griffiths, AE Goldberg
the Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
paper code
Probing BERT’s priors with serial reproduction chains
T Yamakoshi, TL Griffiths, RD Hawkins
the Findings of Association for Computational Linguistics (ACL), 2022
paper code demo
2022
Shared functional specialization in transformer-based language models and the human brain
S Kumar*, TR Sumers*, T Yamakoshi, A Goldstein, U Hasson, KA Norman, TL Griffiths, RD Hawkins, SA Nastase
submitted paper code
2023
Causal interventions expose implicit situation models for commonsense language understanding
T Yamakoshi, JL McClelland, AE Goldberg, RD Hawkins
the Findings of Association for Computational Linguistics (ACL), 2023
paper code demo