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cs.CL2026
Fast-weight Product Key Memory
Tianyu Zhao, Llion Jones
Sequence modeling layers in modern language models typically face a trade-off between storage capacity and computational efficiency. While softmax attention offers unbounded storag…
cs.CL2025
TransEvalnia: Reasoning-based Evaluation and Ranking of Translations
Richard Sproat, Tianyu Zhao, Llion Jones
We present TransEvalnia, a prompting-based translation evaluation and ranking system that uses reasoning in performing its evaluations and ranking. This system presents fine-graine…