HerHealthEval: Evaluating Multilingual and Register-Sensitive Understanding of Women's Health Communication

arXiv:2609.20684 · cs.CL · Submitted 2026-09-17 · Read on arXiv

cs.CL

Submitted: 2026-09-17

Updated: 2026-09-17

Comments: 8 pages, 2 figures, 3 tables. Submitted to the 2026 International Conference on Large Language Models (LLM 2026)

Code: https://github.com/Kent0n-Li/ChatDoctor

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Adaptation — 37× in this paper · explained in 1 episode
Accuracy — 24× in this paper · explained in 1 episode
Consistency — 24× in this paper · explained in 3 episodes
Benchmark — 11× in this paper · explained in 2 episodes
Calibration — 6× in this paper · explained in 7 episodes
Provenance — 4× in this paper · explained in 4 episodes
Robustness — 4× in this paper · explained in 5 episodes
Fidelity — 3× in this paper · explained in 2 episodes
Alignment — 1× in this paper · explained in 1 episode
Domain Adaptation — 1× in this paper · explained in 5 episodes
Failure Modes — 1× in this paper · explained in 3 episodes
Foundation Model — 1× in this paper · explained in 3 episodes
Generalization — 1× in this paper · explained in 13 episodes
Structural Integrity — 1× in this paper · explained in 3 episodes
Transformer — 1× in this paper · explained in 2 episodes
Verifiability — 1× in this paper · explained in 2 episodes

Sources

Do LLMs Provide Consistent Answers to Health-Related Questions across Languages?

Related papers