no code implementations • ECNLP (ACL) 2022 • Bo Dong, Yiyi Wang, Hanbo Sun, Yunji Wang, Alireza Hashemi, Zheng Du
In this paper, we propose a contrastive meta-learning framework (CML) to address the challenges introduced by noisy annotated data, specifically in the context of natural language processing.
1 code implementation • 7 Mar 2024 • Jinfeng Wang, Sifan Song, Xinkun Wang, Yiyi Wang, Yiyi Miao, Jionglong Su, S. Kevin Zhou
Our experiments demonstrate that such adaptive prompts significantly improve SAM's non-fine-tuned performance in MIS.
Ranked #1 on Medical Image Segmentation on ISIC 2018
1 code implementation • 13 Feb 2023 • Melissa Roemmele, Kyle Shaffer, Katrina Olsen, Yiyi Wang, Steve DeNeefe
The dataset captures passage-level alignments between the original and abridged texts.
no code implementations • WS 2020 • Yiyi Wang, Emily Prud{'}hommeaux, Meysam Asgari, Jill Dolata
We find that transfer learning improves scoring accuracy, particularly when using pretrained contextualized embeddings.
no code implementations • WS 2018 • Yiyi Wang, Chilin Shih
This paper presents a method of combining Conditional Random Fields (CRFs) model with a post-processing layer using Google n-grams statistical information tailored to detect word selection and word order errors made by learners of Chinese as Foreign Language (CFL).