Accelerated Asynchronous Greedy Coordinate Descent Algorithm for SVMs. - Bin Gu 001; Yingying Shan; Xiang Geng; Guansheng Zheng (IJCAI, 2018)

Scalable Semi-Supervised SVM via Triply Stochastic Gradients. - Xiang Geng; Bin Gu 001; Xiang Li 012; Wanli Shi; Guansheng Zheng; Heng Huang (IJCAI, 2019)

Quadruply Stochastic Gradients for Large Scale Nonlinear Semi-Supervised AUC Optimization. - Wanli Shi; Bin Gu 001; Xiang Li 012; Xiang Geng; Heng Huang (IJCAI, 2019)

Efficient inexact proximal gradient algorithms for structured sparsity-inducing norm. - Bin Gu 001; Xiang Geng; Xiang Li 012; Guansheng Zheng (Neural Networks, 2019)

NJUNLP's Submission for CCMT20 Quality Estimation Task. - Qu Cui; Xiang Geng; Shujian Huang; Jiajun Chen 001 (CCMT, 2020)

NJU's submission to the WMT20 QE Shared Task. - Qu Cui; Xiang Geng; Shujian Huang; Jiajun Chen 001 (WMT@EMNLP, 2020)

DirectQE: Direct Pretraining for Machine Translation Quality Estimation. - Qu Cui; Shujian Huang; Jiahuan Li; Xiang Geng; Zaixiang Zheng; Guoping Huang; Jiajun Chen 001 (AAAI, 2021)

HW-TSC's Participation at WMT 2021 Quality Estimation Shared Task. - Yimeng Chen; Chang Su 001; Yingtao Zhang; Yuxia Wang; Xiang Geng; Hao Yang 006; Shimin Tao; Jiaxin Guo; Minghan Wang; Min Zhang 042; Yujia Liu; Shujian Huang (WMT@EMNLP, 2021)

Optimizing Large-Scale Hyperparameters via Automated Learning Algorithm. - Bin Gu 001; Guodong Liu; Yanfu Zhang; Xiang Geng; Heng Huang (CoRR, 2021)

Solving large-scale support vector ordinal regression with asynchronous parallel coordinate descent algorithms. - Bin Gu 001; Xiang Geng; Wanli Shi; Yingying Shan; Yufang Huang; Zhijie Wang 003; Guansheng Zheng (Pattern Recognit., 2021)

Scalable Kernel Ordinal Regression via Doubly Stochastic Gradients. - Bin Gu 001; Xiang Geng; Xiang Li 012; Wanli Shi; Guansheng Zheng; Cheng Deng; Heng Huang (IEEE Trans. Neural Networks Learn. Syst., 2021)

NJUNLP's Submission for CCMT 2022 Quality Estimation Task. - Yu Zhang; Xiang Geng; Shujian Huang; Jiajun Chen 001 (CCMT, 2022)

NJUNLP's Participation for the WMT2022 Quality Estimation Shared Task. - Xiang Geng; Yu Zhang; Shujian Huang; Shimin Tao; Hao Yang 006; Jiajun Chen 001 (WMT, 2022)

CrossQE: HW-TSC 2022 Submission for the Quality Estimation Shared Task. - Shimin Tao; Chang Su 001; Miaomiao Ma; Hao Yang 006; Xiang Geng; Shujian Huang; Min Zhang 042; Jiaxin Guo; Minghan Wang; Yinglu Li (WMT, 2022)

Denoising Pre-training for Machine Translation Quality Estimation with Curriculum Learning. - Xiang Geng; Yu Zhang; Jiahuan Li; Shujian Huang; Hao Yang 006; Shimin Tao; Yimeng Chen; Ning Xie; Jiajun Chen 001 (AAAI, 2023)

CoP: Factual Inconsistency Detection by Controlling the Preference. - Shuaijie She; Xiang Geng; Shujian Huang; Jiajun Chen 001 (AAAI, 2023)

Improved Pseudo Data for Machine Translation Quality Estimation with Constrained Beam Search. - Xiang Geng; Yu Zhang; Zhejian Lai; Shuaijie She; Wei Zou; Shimin Tao; Hao Yang 006; Jiajun Chen 001; Shujian Huang (EMNLP, 2023)

Unify Word-level and Span-level Tasks: NJUNLP's Participation for the WMT2023 Quality Estimation Shared Task. - Xiang Geng; Zhejian Lai; Yu Zhang; Shimin Tao; Hao Yang 006; Jiajun Chen 001; Shujian Huang (WMT, 2023)

NJUNLP's Participation for the WMT2023 Quality Estimation Shared Task. - Xiang Geng; Zhejian Lai; Yu Zhang; Shimin Tao; Hao Yang 006; Jiajun Chen 001; Shujian Huang (CoRR, 2023)

Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation. - Xu Huang; Zhirui Zhang; Xiang Geng; Yichao Du; Jiajun Chen 001; Shujian Huang (ACL (Findings), 2024)

MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization. - Shuaijie She; Wei Zou; Shujian Huang; Wenhao Zhu; Xiang Liu 023; Xiang Geng; Jiajun Chen 001 (ACL (1), 2024)

From Handcrafted Features to LLMs: A Brief Survey for Machine Translation Quality Estimation. - Haofei Zhao; Yilun Liu 001; Shimin Tao; Weibin Meng; Yimeng Chen; Xiang Geng; Chang Su 001; Min Zhang 005; Hao Yang 006 (IJCNN, 2024)

From Handcrafted Features to LLMs: A Brief Survey for Machine Translation Quality Estimation. - Haofei Zhao; Yilun Liu 001; Shimin Tao; Weibin Meng; Yimeng Chen; Xiang Geng; Chang Su 001; Min Zhang 042; Hao Yang 006 (CoRR, 2024)

Why Not Transform Chat Large Language Models to Non-English? - Xiang Geng; Ming Zhu 010; Jiahuan Li; Zhejian Lai; Wei Zou; Shuaijie She; Jiaxin Guo; Xiaofeng Zhao; Yinglu Li; Yuang Li; Chang Su 001; Yanqing Zhao; et al. (CoRR, 2024)

"I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities. - Jiawei Yu; Xiang Geng; Yuang Li; Mengxin Ren; Wei Tang 013; Jiahuan Li; Zhibin Lan; Min Zhang 042; Hao Yang 006; Shujian Huang; Jinsong Su (CoRR, 2024)

Optimum Insole Hardness for Attenuating Peak Plantar Pressure Under Simulated Loading Scenarios. - Maimaitirexiati Helili; Xiang Geng; Chao Zhang; Jiazhang Huang; Wenming Chen (Int. J. Gaming Comput. Mediat. Simulations, 2024)

Online Compression of Multichannel Power Waveform Data in Distribution Grid With Novel Tensor Method. - Shunfan He; Xiang Geng; Wei Tian; Wei Yao 013; Yueyue Dai; Li You 004 (IEEE Trans. Instrum. Meas., 2024)

Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation. - Xiang Geng; Zhejian Lai; Jiajun Chen; Hao Yang; Shujian Huang (ACL (1), 2025)

"I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities. - Jiawei Yu; Xiang Geng; Yuang Li; Mengxin Ren; Wei Tang; Jiahuan Li; Zhibin Lan; Min Zhang; Hao Yang; Shujian Huang; Jinsong Su (ICASSP, 2025)

Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation. - Xiang Geng; Zhejian Lai; Jiajun Chen 001; Hao Yang 006; Shujian Huang (CoRR, 2025)