3 code implementations • ACL 2020 • Xiaodong Liu, Yu Wang, Jianshu ji, Hao Cheng, Xueyun Zhu, Emmanuel Awa, Pengcheng He, Weizhu Chen, Hoifung Poon, Guihong Cao, Jianfeng Gao
We present MT-DNN, an open-source natural language understanding (NLU) toolkit that makes it easy for researchers and developers to train customized deep learning models.
2 code implementations • Findings (ACL) 2021 • Ruize Wang, Duyu Tang, Nan Duan, Zhongyu Wei, Xuanjing Huang, Jianshu ji, Guihong Cao, Daxin Jiang, Ming Zhou
We study the problem of injecting knowledge into large pre-trained models like BERT and RoBERTa.
Ranked #1 on Entity Typing on Open Entity
no code implementations • ACL 2018 • Yibo Sun, Duyu Tang, Nan Duan, Jianshu ji, Guihong Cao, Xiaocheng Feng, Bing Qin, Ting Liu, Ming Zhou
We present a generative model to map natural language questions into SQL queries.
Ranked #4 on Code Generation on WikiSQL
no code implementations • ACL 2017 • Jianshu Ji, Qinlong Wang, Kristina Toutanova, Yongen Gong, Steven Truong, Jianfeng Gao
Grammatical error correction (GEC) systems strive to correct both global errors in word order and usage, and local errors in spelling and inflection.