FIELD NOTES TOPIC
multilingual
2 notes, newest first.
HyperBrowseComp: A Multilingual and Multimodal Stress Test for Web-Browsing Agents
The preprint presents 423 manually authored and human-validated questions across 13 languages. Items require obscure evidence discovery, multi-step clue chains, and heterogeneous sources such as videos, scanned…
Estimating Uncertainty from Reasoning: A Large-Scale Study of Multi- and Crosslingual MCQA Performance in LLMs
The researchers evaluate the performance of uncertainty estimation methods across 22 languages in high-, mid-, and low-resource settings using two human-curated question and answer datasets. They compare open and…
