TY - JOUR AU - Xiong, Ying AU - Chen, Shuai AU - Qin, Haoming AU - Cao, He AU - Shen, Yedan AU - Wang, Xiaolong AU - Chen, Qingcai AU - Yan, Jun AU - Tang, Buzhou PY - 2020 DA - 2020/04/30 TI - Distributed representation and one-hot representation fusion with gated network for clinical semantic textual similarity JO - BMC Medical Informatics and Decision Making SP - 72 VL - 20 IS - 1 AB - Semantic textual similarity (STS) is a fundamental natural language processing (NLP) task which can be widely used in many NLP applications such as Question Answer (QA), Information Retrieval (IR), etc. It is a typical regression problem, and almost all STS systems either use distributed representation or one-hot representation to model sentence pairs. SN - 1472-6947 UR - https://doi.org/10.1186/s12911-020-1045-z DO - 10.1186/s12911-020-1045-z ID - Xiong2020 ER -