Research
Publications & talks
Mostly on the interpretability of language models from a linguistics-oriented perspective. Newest first.
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Lexical frequency and grammatical generalization in LLMs
Under review (ARR 2026 / EMNLP 2026)
Investigates how lexical frequency affects grammatical preferences in LLMs, specifically whether models stay robust when minimal pairs involve rare or uncommon lexical items.
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Large Language Models Are Robust to Low-Frequency Words in Grammatical Evaluation
言語処理学会 (NLP) 2026, poster
A smaller, earlier version of the grammatical-generalization work, presented as a poster.