no code implementations • 16 May 2022 • Dongling Xiao, Linzheng Chai, Qian-Wen Zhang, Zhao Yan, Zhoujun Li, Yunbo Cao
Context-dependent text-to-SQL is the task of translating multi-turn questions into database-related SQL queries.
2 code implementations • NAACL 2021 • Dongling Xiao, Yu-Kun Li, Han Zhang, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
We argue that such contiguously masking method neglects to model the intra-dependencies and inter-relation of coarse-grained linguistic information.
4 code implementations • 26 Jan 2020 • Dongling Xiao, Han Zhang, Yukun Li, Yu Sun, Hao Tian, Hua Wu, Haifeng Wang
Current pre-training works in natural language generation pay little attention to the problem of exposure bias on downstream tasks.
Ranked #1 on Question Generation on SQuAD1.1 (using extra training data)
1 code implementation • 24 Sep 2019 • Dongling Xiao, Chang Liu, Qi. Wang, Chao Wang, Xin Zhang
For general supervised deep learning classification algorithms, the pixel-by-pixel algorithm achieves precise yet inefficient classification with a small number of labeled pixels, whereas the pixel mapping algorithm achieves efficient yet edge-rough classification with more prior labels required.