1 code implementation • 5 Jun 2023 • Xiaoming Shi, Zeming Liu, Chuan Wang, Haitao Leng, Kui Xue, Xiaofan Zhang, Shaoting Zhang
To mitigate this challenge, we propose a novel task and create a human-to-human mixed-type medical consultation dialogue corpus, termed MidMed, covering five dialogue types: task-oriented dialogue for diagnosis, recommendation, knowledge-grounded dialogue, QA, and chitchat.
1 code implementation • 21 Nov 2022 • Yongyu Yan, Kui Xue, Xiaoming Shi, Qi Ye, Jingping Liu, Tong Ruan
Continual pretraining is a popular way of building a domain-specific pretrained language model from a general-domain language model.
1 code implementation • 30 Jun 2022 • Jingping Liu, Yuqiu Song, Kui Xue, Hongli Sun, Chao Wang, Lihan Chen, Haiyun Jiang, Jiaqing Liang, Tong Ruan
Specifically, we focus on layer tuning for feed-forward network in the Transformer, namely FL-tuning.
no code implementations • 22 Jan 2021 • Ming Liang, Kui Xue, Tong Ruan
FB merges the similarity come from MTCG and KAR to sort the terminologies from different perspectives.
1 code implementation • 21 Aug 2019 • Kui Xue, Yangming Zhou, Zhiyuan Ma, Tong Ruan, Huanhuan Zhang, Ping He
Entity and relation extraction is the necessary step in structuring medical text.