8 citations · 9 across the 3 of their papers we have counts for
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cs.CL2024★ 1 cited
N-gram Prediction and Word Difference Representations for Language Modeling
DongNyeong Heo, Daniela Noemi Rim, Heeyoul Choi
Causal language modeling (CLM) serves as the foundational framework underpinning remarkable successes of recent large language models (LLMs). Despite its success, the training appr…
cs.CL2021★ 8 cited
Adversarial Training with Contrastive Learning in NLP
Daniela N. Rim, DongNyeong Heo, Heeyoul Choi
For years, adversarial training has been extensively studied in natural language processing (NLP) settings. The main goal is to make models robust so that similar inputs derive in…