Shinnosuke Isono
Shinnosuke Isono has 2 papers in our library, in 2026, most of them on Psycholinguistics & language acquisition, Language models & pretraining; often with Ryo Yoshida, Sho Yokoi, Taiga Someya.
OpenAlex · ORCID · h-index 2 · 25 works · 10 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1 time in our library · ⭐ Paper Stars ranking: #13131
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksCognitive Neuroscience · 2 worksComputer Science · 2 worksDevelopmental and Educational Psychology · 2 worksLanguage and Linguistics · 2 worksNeuroscience · 2 worksPsychology · 2 works
🧭 Topics 2Research subjects and languages the work is about.Psycholinguistics & language acquisition · 2 worksLanguage models & pretraining · 1 work
💡 Concepts 1Key ideas and methods explained on our concept pages.Psycholinguistics · 1 work
Works by year
2020s
Papers
- An Existence Proof for Neural Language Models That Can Explain Garden-Path Effects via Surprisal (2026 · 1 citation)
Neural language models (LMs) estimate reading difficulty well on simple, naturalistic text. On garden-path sentences, however, their surprisal predicts far less slowdown than humans actually show. Several researchers have taken this gap as evidence that syntactic disambiguation cost lies outside surprisal theory.… - Timesteps of Mamba Align with Human Reading Times (2026)
This study asks whether Mamba, a state-space language model, handles words on a time scale that resembles human reading.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2026
- Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
Cited by
Updated
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