5 citations · 5 across the 3 of their papers we have counts for
5 papers
Imperfect Verifiers, Exact Targets: Inference-Time Scaling for Continuous Generation
Kijung Jeon, Molei Tao
Verifier-guided inference-time scaling uses additional computation to score intermediate states and steer generation toward better outputs. However, imperfect intermediate verifier…
LoCar: Localization-Aware Evaluation of In-Vehicle Assistants through Fine-Grained Sociolinguistic Control
Seogyeong Jeong, Kiwoong Park, Seyoung Song +4
While Large Language Models (LLMs) are increasingly integrated into in-vehicle conversational systems, identifying the optimal model remains challenging due to the lack of domain-s…
Open Korean Historical Corpus: A Millennia-Scale Diachronic Collection of Public Domain Texts
Seyoung Song, Nawon Kim, Songeun Chae +5
The history of the Korean language is characterized by a discrepancy between its spoken and written forms and a pivotal shift from Chinese characters to the Hangul alphabet. Howeve…
Are they lovers or friends? Evaluating LLMs' Social Reasoning in English and Korean Dialogues
Eunsu Kim, Junyeong Park, Juhyun Oh +5
As LLMs are increasingly deployed in real-world interactions, their social reasoning in interpersonal communication becomes critical. To explore their capabilities, we introduce SC…
BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages
Junho Myung, Nayeon Lee, Yi Zhou +19
Large language models (LLMs) often lack culture-specific knowledge of daily life, especially across diverse regions and non-English languages. Existing benchmarks for evaluating LL…