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cs.CL2023
Epicurus at SemEval-2023 Task 4: Improving Prediction of Human Values behind Arguments by Leveraging Their Definitions
Christian Fang, Qixiang Fang, Dong Nguyen
We describe our experiments for SemEval-2023 Task 4 on the identification of human values behind arguments (ValueEval). Because human values are subjective concepts which require p…
cs.CL2023
Measuring the Instability of Fine-Tuning
Yupei Du, Dong Nguyen
Fine-tuning pre-trained language models on downstream tasks with varying random seeds has been shown to be unstable, especially on small datasets. Many previous studies have invest…