no code implementations • COLING 2022 • Liang Wen, Juan Li, Houfeng Wang, Yingwei Luo, Xiaolin Wang, Xiaodong Zhang, Zhicong Cheng, Dawei Yin
And their experiments show that leveraging the answer summaries helps to attend the essential information in original lengthy answers and improve the answer selection performance under certain circumstances.
no code implementations • 6 May 2024 • Wenjie Zhou, Zhenxin Ding, Xiaodong Zhang, Haibo Shi, Junfeng Wang, Dawei Yin
Pre-trained language models have become an integral component of question-answering systems, achieving remarkable performance.
no code implementations • 21 Apr 2024 • Tong Wang, Guanzhou Chen, Xiaodong Zhang, Chenxi Liu, Xiaoliang Tan, Jiaqi Wang, Chanjuan He, Wenlin Zhou
Addressing this gap, we propose a novel \textbf{L}ightweight \textbf{M}ultimodal data \textbf{F}usion \textbf{Net}work (LMFNet) to accomplish the tasks of fusion and semantic segmentation of multimodal remote sensing images.
no code implementations • 7 Mar 2024 • Haojie Xin, Xiaodong Zhang, Renzhi Tang, Songyang Yan, Qianrui Zhao, Chunze Yang, Wen Cui, Zijiang Yang
Simulation is pivotal in evaluating the performance of autonomous driving systems due to the advantages of high efficiency and low cost compared to on-road testing.
1 code implementation • 17 Feb 2024 • Yifei Chen, Chenyan Zhang, Yifan Ke, Yiyu Huang, Xuezhou Dai, Feiwei Qin, Yongquan Zhang, Xiaodong Zhang, Changmiao Wang
Traditional supervised learning methods have historically encountered certain constraints in medical image segmentation due to the challenging collection process, high labeling cost, low signal-to-noise ratio, and complex features characterizing biomedical images.
1 code implementation • 3 Jan 2024 • Qingyuan Yang, Guanzhou Chen, Xiaoliang Tan, Tong Wang, Jiaqi Wang, Xiaodong Zhang
Stereo matching and semantic segmentation are significant tasks in binocular satellite 3D reconstruction.
1 code implementation • 27 Dec 2023 • Xiaoliang Tan, Guanzhou Chen, Tong Wang, Jiaqi Wang, Xiaodong Zhang
The field of Remote Sensing (RS) widely employs Change Detection (CD) on very-high-resolution (VHR) images.
1 code implementation • 21 Mar 2023 • Tao Yang, Chuang Liu, Xiaofeng Ma, Weijia Lu, Ning Wu, Bingyang Li, Zhifei Yang, Peng Liu, Lin Sun, Xiaodong Zhang, Can Zhang
Besides, for our proposed neural network framework, the output of neural network is defined as probability events, and based on the statistical analysis of these events, the inference model for classification task is deduced.
no code implementations • 7 May 2022 • Yuhan Xie, Kexin Jiang, Zhiyong Zhang, Shaolong Chen, Xiaodong Zhang, Changzhen Qiu
Medical image segmentation based on deep learning is often faced with the problems of insufficient datasets and long time-consuming labeling.
no code implementations • 9 Mar 2021 • Jessica Padilla-Pantoja, Arnau Romaguera, Xiaodong Zhang, Javier Herrero-Martín, Francois Fauth, Javier Blasco, José Luis García-Muñoz
We have studied half-doped Ln$_{0. 50}$(Sr$_{1-x}$A$_x$)$_{0. 50}$CoO$_3$ cobaltites varying the ionic radius rA of A-site cations (divalent cations and lanthanides) in order to complete the T-rA phase diagram.
Materials Science
no code implementations • 17 Feb 2021 • Lianzhe Huang, Peiyi Wang, Sujian Li, Tianyu Liu, Xiaodong Zhang, Zhicong Cheng, Dawei Yin, Houfeng Wang
Aspect Sentiment Triplet Extraction (ASTE) aims to extract triplets from a sentence, including target entities, associated sentiment polarities, and opinion spans which rationalize the polarities.
Ranked #8 on Aspect Sentiment Triplet Extraction on ASTE-Data-V2
2 code implementations • IJCNLP 2019 • Lianzhe Huang, Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang
Recently, researches have explored the graph neural network (GNN) techniques on text classification, since GNN does well in handling complex structures and preserving global information.
Ranked #2 on Text Classification on Ohsumed
no code implementations • 5 Aug 2019 • Michal Byra, Mei Wu, Xiaodong Zhang, Hyungseok Jang, Ya-Jun Ma, Eric Y Chang, Sameer Shah, Jiang Du
Next, the T1, T1$\rho$, T2* relaxations, and ROI areas were determined for the manual and automatic segmentations, then compared. The models developed using ROIs provided by two radiologists achieved high Dice scores of 0. 860 and 0. 833, while the radiologists' manual segmentations achieved a Dice score of 0. 820.
no code implementations • COLING 2018 • Hao Wang, Xiaodong Zhang, Shuming Ma, Xu sun, Houfeng Wang, Mengxiang Wang
Then the system measures the relevance between each question and candidate table cells, and choose the most related cell as the source of answer.
1 code implementation • ACL 2018 • Jingjing Xu, Xu sun, Qi Zeng, Xuancheng Ren, Xiaodong Zhang, Houfeng Wang, Wenjie Li
We evaluate our approach on two review datasets, Yelp and Amazon.
Ranked #6 on Unsupervised Text Style Transfer on Yelp
no code implementations • 17 Apr 2018 • Lu Duan, Haoyuan Hu, Yu Qian, Yu Gong, Xiaodong Zhang, Yinghui Xu, Jiangwen Wei
A 3D flexible bin packing problem (3D-FBPP) arises from the process of warehouse packing in e-commerce.
no code implementations • IJCNLP 2017 • Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang, Xu sun
Document-level sentiment classification aims to assign the user reviews a sentiment polarity.
Ranked #5 on Sentiment Analysis on User and product information
5 code implementations • 4 Sep 2017 • Dehong Ma, Sujian Li, Xiaodong Zhang, Houfeng Wang
In this paper, we argue that both targets and contexts deserve special treatment and need to be learned their own representations via interactive learning.
no code implementations • 20 Aug 2017 • Haoyuan Hu, Xiaodong Zhang, Xiaowei Yan, Longfei Wang, Yinghui Xu
The objective is to find a way to place these items that can minimize the surface area of the bin.
no code implementations • 31 Mar 2016 • Lantian Li, Dong Wang, Xiaodong Zhang, Thomas Fang Zheng, Panshi Jin
This paper presents a combination approach to the SUSR tasks with two phonetic-aware systems: one is the DNN-based i-vector system and the other is our recently proposed subregion-based GMM-UBM system.
no code implementations • 9 Mar 2016 • Yang Liu, Sujian Li, Xiaodong Zhang, Zhifang Sui
Without discourse connectives, classifying implicit discourse relations is a challenging task and a bottleneck for building a practical discourse parser.