← Search

Hyunseung Lim

3 accepted papers

2025

Culture is Everywhere: A Call for Intentionally Cultural Evaluation

EMNLP 2025

The prevailing “trivia-centered paradigm” for evaluating the cultural alignment of large language models (LLMs) is increasingly inadequate as these models become more advanced and widely deployed. Existing approaches typically reduce culture to static facts or values, testing models via multiple-cho

Cited by 0SourcePDFScholar
2025

Mind the Blind Spots: A Focus-Level Evaluation Framework for LLM Reviews

EMNLP 2025

Peer review underpins scientific progress, but it is increasingly strained by reviewer shortages and growing workloads. Large Language Models (LLMs) can automatically draft reviews now, but determining whether LLM-generated reviews are trustworthy requires systematic evaluation. Researchers have eva

Cited by 0SourcePDFScholar
2025

PANORAMA: A Dataset and Benchmarks Capturing Decision Trails and Rationales in Patent Examination

NeurIPS 2025poster

Patent examination remains an ongoing challenge in the NLP literature even after the advent of large language models (LLMs), as it requires an extensive yet nuanced human judgment on whether a submitted $\textit{claim}$ meets the statutory standards of $\textit{novelty}$ and $\textit{non-obviousness…

Cited by 0SourceScholar