7 citations · 8 across the 8 of their papers we have counts for
9 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…
Not What, But How: A Framework for Auditing LLM Responses across Positioning, Generalization, Anthropomorphism, and Maxims
Siddhesh Milind Pawar, Sarah Masud, Haneul Yoo +2
Large language models (LLMs) are being increasingly used to answer subjective, information-seeking questions, where users are sensitive to how responses are communicated, not just…
OLA: Output Language Alignment in Code-Switched LLM Interactions
Juhyun Oh, Haneul Yoo, Faiz Ghifari Haznitrama +1
Code-switching, alternating between languages within a conversation, is natural for multilingual users, yet poses fundamental challenges for large language models (LLMs). When a us…
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…
Gradual Code-Switching as Inference-Time Cross-Lingual Representational Alignment for LLMs
Haneul Yoo, Jiho Jin, Kyunghyun Cho +1
While large language models (LLMs) have achieved notable progress in multilingual settings, their performance remains uneven across languages as LLMs often rely on English-centric…
Social Bias Benchmark for Generation: A Comparison of Generation and QA-Based Evaluations
Jiho Jin, Woosung Kang, Junho Myung +1
Measuring social bias in large language models (LLMs) is crucial, but existing bias evaluation methods struggle to assess bias in long-form generation. We propose a Bias Benchmark…
HERITAGE: An End-to-End Web Platform for Processing Korean Historical Documents in Hanja
Seyoung Song, Haneul Yoo, Jiho Jin +2
While Korean historical documents are invaluable cultural heritage, understanding those documents requires in-depth Hanja expertise. Hanja is an ancient language used in Korea befo…
Shared Heritage, Distinct Writing: Rethinking Resource Selection for East Asian Historical Documents
Seyoung Song, Haneul Yoo, Jiho Jin +2
Historical documents in the Sinosphere are known to share common formats and practices, particularly in veritable records compiled by court historians. This shared linguistic herit…
Peer Reviews of Peer Reviews: A Randomized Controlled Trial and Other Experiments
Alexander Goldberg, Ivan Stelmakh, Kyunghyun Cho +4
Is it possible to reliably evaluate the quality of peer reviews? We study this question driven by two primary motivations -- incentivizing high-quality reviewing using assessed qua…