Peer-reviewed

Dissociating Syntactic Operations via Composition Count
Kohei Kajikawa, Ryo Yoshida, Yohei Oseki
Targeted Syntactic Evaluations on the Chomsky Hierarchy
Taiga Someya, Ryo Yoshida, Yohei Oseki
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Localizing Syntactic Composition with Left-Corner Recurrent Neural Network Grammars
Yushi Sugimoto, Ryo Yoshida, Hyeonjeong Jeong, Masatoshi Koizumi, Jonathan R. Brennan, Yohei Oseki
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Composition, Attention, or Both?
In this paper, we propose a novel architecture called Composition Attention Grammars (CAGs) that recursively compose subtrees into a …
Ryo Yoshida, Yohei Oseki
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Modeling Human Sentence Processing with Left-Corner Recurrent Neural Network Grammars
In computational linguistics, it has been shown that hierarchical structures make language models (LMs) more human-like. However, the …
Ryo Yoshida, Hiroshi Noji, Yohei Oseki
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Lower Perplexity is Not Always Human-Like
In computational psycholinguistics, various language models have been evaluated against human reading behavior (e.g., eye movement) to …
Tatsuki Kuribayashi, Yohei Oseki, Takumi Ito, Ryo Yoshida, Masayuki Asahara, Kentaro Inui
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