Deokyeong Kang — accepted AI-conference papers

2024

Revisiting the Impact of Pursuing Modularity for Code Generation

EMNLP 2024finding

Modular programming, which aims to construct the final program by integrating smaller, independent building blocks, has been regarded as a desirable practice in software development. However, with the rise of recent code generation agents built upon large language models (LLMs), a question emerges:…

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2023

X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity

Taejun Yun, Jinhyeon Kim, Deokyeong Kang, Seonghoon Lim, Jihoon Kim, Taeuk Kim

EMNLP 2023long findings

Cross-lingual transfer (XLT) is an emergent ability of multilingual language models that preserves their performance on a task to a significant extent when evaluated in languages that were not included in the fine-tuning process. While English, due to its widespread usage, is typically regarded as t…

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