Assessing the Impact of Language Disparity on Multilingual Linguistic Ability in Large Language Models

arXiv:2610.00540 · cs.CL · Submitted 2026-09-30 · Read on arXiv

cs.CL

Submitted: 2026-09-30

Updated: 2026-09-30

Code: https://github.com/EricZhanyuChen/multiblimp_eval

Terminology

Accuracy — 54× in this paper · explained in 1 episode
Alignment — 28× in this paper · explained in 1 episode
Alignment Tax — 23× in this paper · explained in 4 episodes
Benchmark — 16× in this paper · explained in 2 episodes
Low-Resource Languages — 8× in this paper · explained in 4 episodes
Transformer — 5× in this paper · explained in 2 episodes
Thinking mode — 2× in this paper · explained in 2 episodes
Consistency — 1× in this paper · explained in 3 episodes
Core — 1× in this paper · explained in 2 episodes
Downstream Tasks — 1× in this paper · explained in 2 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Introspection — 1× in this paper · explained in 2 episodes
Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes
Mixture-of-Experts (MoE) — 1× in this paper · explained in 7 episodes
Prompt Engineering — 1× in this paper · explained in 4 episodes
Transformer Architecture — 1× in this paper · explained in 2 episodes

Sources

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