4 papers
EuraGovExam: A Multilingual Multimodal Benchmark from Real-World Civil Service Exams
Jaeseong Kim, Chaehwan Lim, Sang Hyun Gil +1
We present EuraGovExam, a multilingual and multimodal benchmark sourced from real-world civil service examinations across five representative Eurasian regions: South Korea, Japan,…
How Language Directions Align with Token Geometry in Multilingual LLMs
JaeSeong Kim, Suan Lee
Multilingual LLMs demonstrate strong performance across diverse languages, yet there has been limited systematic analysis of how language information is structured within their int…
Transparent Networks for Multivariate Time Series
Minkyu Kim, Suan Lee, Jinho Kim
Transparent models, which provide inherently interpretable predictions, are receiving significant attention in high-stakes domains. However, despite much real-world data being coll…
Diffusion-C: Unveiling the Generative Challenges of Diffusion Models through Corrupted Data
Keywoong Bae, Suan Lee, Wookey Lee
In our contemporary academic inquiry, we present "Diffusion-C," a foundational methodology to analyze the generative restrictions of Diffusion Models, particularly those akin to GA…