no code implementations • 30 Apr 2024 • Zhendong Liu, Haifeng Xia, Tong Guo, Libo Sun, Ming Shao, Siyu Xia
In addition, a dedicated temporal convolution is applied at each level to learn short-term temporal features, which will be carried over from shallow to deep layers to maximize the leverage of low-level details.
no code implementations • 10 Oct 2023 • Tong Guo, Xuanping Li, Haitao Yang, Xiao Liang, Yong Yuan, Jingyou Hou, Bingqing Ke, Chao Zhang, Junlin He, Shunyu Zhang, Enyun Yu, WenWu
The overall historical behaviors are various but noisy while search behaviors are always sparse.
1 code implementation • 9 Feb 2023 • Tong Guo
In industry deep learning application, our manually labeled data has a certain number of noisy data.
Ranked #1 on Label Error Detection on TREC-6
2 code implementations • 22 Jun 2021 • Tong Guo
Recently, the development of pre-trained language models has brought natural language processing (NLP) tasks to the new state-of-the-art.
1 code implementation • 30 Jan 2021 • Tong Guo
We do the experiment on our own text classification dataset, which is manually labeled, because we re-label the noisy data in our dataset for our industry application.
no code implementations • 18 Nov 2020 • Tong Guo
First, We use the model fine-tuned on manually labeled dataset to predict pseudo labels for the user-generated unlabeled data.
4 code implementations • 16 Oct 2019 • Tong Guo, Huilin Gao
We present a simple methods to leverage the table content for the BERT-based model to solve the text-to-SQL problem.
Ranked #1 on Code Generation on WikiSQL
1 code implementation • 22 Aug 2019 • Tong Guo, Huilin Gao
We do the experiments on the semantic textual similarity dataset, Quora Question Pairs, and process the dataset for sentence ranking.
2 code implementations • 1 Jul 2019 • Tong Guo, Huilin Gao
We present a simple way to do the task of text-to-SQL problem with weak supervision.
1 code implementation • 12 Feb 2019 • Tong Guo, Huilin Gao
Semantic parsing is the task of mapping natural language to logic form.
2 code implementations • 30 Dec 2017 • Tong Guo, Huilin Gao
Generating structural query language (SQL) queries from natural language is a long-standing open problem.
Ranked #8 on Code Generation on WikiSQL