Joel Jang

Knowledge Unlearning for Mitigating Privacy Risks in Language Models

Joel Jang, Dongkeun Yoon, Sohee Yang et al. · 2023 · 44 citations · Full text

Privacy Protection, Engineering, Information Security +20

Towards Continual Knowledge Learning of Language Models

Joel Jang, Seonghyeon Ye, Sohee Yang et al. · arXiv (Cornell University) · 2021 · 40 citations · Full text

Llm Fine-tuning, Engineering, Sequential Learning +17

TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models

Joel Jang, Seonghyeon Ye, Chang-Ho Lee et al. · 2022 · 40 citations · Full text

Llm Fine-tuning, Engineering, Multilingual Pretraining +19

The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning

Seungone Kim, Doyoung Kim, Joel Jang et al. · 2023 · 39 citations · Full text

Artificial Intelligence, Few-shot Learning, Llm Fine-tuning +20

Sequential targeting: A continual learning approach for data imbalance in text classification

Joel Jang, Yoonjeon Kim, Kyoung-Ho Choi et al. · Expert Systems with Applications · 2021 · 35 citations

Incremental Learning, Engineering, Machine Learning +16