A small research blog for conference notes, paper explainers, and project updates.
In July 2026, I will present our TQE paper at ACL. This draft is a placeholder for the final conference post. ...
In May 2026, I presented our work “Diagnosing Translated Benchmarks: An Automated Quality Assurance Study of the EU20 Benchmark Suite” at LREC in Palma, Mallorca. What struck me most across the conference was a recurring theme: multilingual evaluation is becoming less about simply translating English benchmarks, and more about diagnosing whether our evaluation data is valid in the first place. This post collects the main idea of our paper, the most relevant work I saw at the conference, and a few personal takeaways for researchers working on multilingual LLM evaluation. ...