Search Results for author: Guangyuan Jiang

Found 2 papers, 1 papers with code

Finding structure in logographic writing with library learning

no code implementations11 May 2024 Guangyuan Jiang, Matthias Hofer, Jiayuan Mao, Lionel Wong, Joshua B. Tenenbaum, Roger P. Levy

Built on top of state-of-the-art library learning and program synthesis techniques, our computational framework discovers known linguistic structures in the Chinese writing system and reveals how the system evolves towards simplification under pressures for representational efficiency.

MEWL: Few-shot multimodal word learning with referential uncertainty

1 code implementation1 Jun 2023 Guangyuan Jiang, Manjie Xu, Shiji Xin, Wei Liang, Yujia Peng, Chi Zhang, Yixin Zhu

To fill in this gap, we introduce the MachinE Word Learning (MEWL) benchmark to assess how machines learn word meaning in grounded visual scenes.

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