no code implementations • 29 Apr 2024 • Yongjin Yang, Sihyeon Kim, Sangmook Kim, Gyubok Lee, Se-Young Yun, Edward Choi
Incorporating unanswerable questions into EHR QA systems is crucial for testing the trustworthiness of a system, as providing non-existent responses can mislead doctors in their diagnoses.
1 code implementation • 18 Dec 2023 • Yongjin Yang, Taehyeon Kim, Se-Young Yun
Second, to address the pitfalls of noisy statistics, we deploy two strategies: a progressive training of the two adapters and an adaptive distillation technique derived from features determined by the model solely with the adapter devoid of a normalization layer.
1 code implementation • 27 Nov 2023 • Yongjin Yang, Jongwoo Ko, Se-Young Yun
Vision-Language Models (VLMs) like CLIP have demonstrated remarkable applicability across a variety of downstream tasks, including zero-shot image classification.
1 code implementation • 1 Nov 2023 • Yongjin Yang, Joonkee Kim, Yujin Kim, Namgyu Ho, James Thorne, Se-Young Yun
With the proliferation of social media, accurate detection of hate speech has become critical to ensure safety online.
1 code implementation • 28 Feb 2023 • Minchang Kim, Yongjin Yang, Jung Hyun Ryu, Taesup Kim
To alleviate this limitation, we propose a novel sequential recommendation framework based on gradient-based meta-learning that captures the imbalanced rating distribution of each user and computes adaptive loss for user-specific learning.