Stack-based Multi-layer Attention for Transition-based Dependency Parsing. - Zhirui Zhang; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Enhong Chen (EMNLP, 2017)

Neural Sequence Prediction by Coaching. - Wenhu Chen; Guanlin Li; Shujie Liu 001; Zhirui Zhang; Mu Li 001; Ming Zhou 001 (CoRR, 2017)

Joint Training for Neural Machine Translation Models with Monolingual Data. - Zhirui Zhang; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Enhong Chen (AAAI, 2018)

Bidirectional Generative Adversarial Networks for Neural Machine Translation. - Zhirui Zhang; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Enhong Chen (CoNLL, 2018)

Generative Bridging Network for Neural Sequence Prediction. - Wenhu Chen; Guanlin Li; Shuo Ren; Shujie Liu 001; Zhirui Zhang; Mu Li 001; Ming Zhou 001 (NAACL-HLT, 2018)

Learning to Collaborate for Question Answering and Asking. - Duyu Tang; Nan Duan; Zhao Yan; Zhirui Zhang; Yibo Sun; Shujie Liu 001; Yuanhua Lv; Ming Zhou 001 (NAACL-HLT, 2018)

Coarse-To-Fine Learning for Neural Machine Translation. - Zhirui Zhang; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Enhong Chen (NLPCC (1), 2018)

Achieving Human Parity on Automatic Chinese to English News Translation. - Hany Hassan; Anthony Aue; Chang Chen; Vishal Chowdhary; Jonathan Clark; Christian Federmann; Xuedong Huang 001; Marcin Junczys-Dowmunt; William Lewis; Mu Li 001; Shujie Liu 001; Tie-Yan Liu; et al. (CoRR, 2018)

Regularizing Neural Machine Translation by Target-bidirectional Agreement. - Zhirui Zhang; Shuangzhi Wu; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Enhong Chen (CoRR, 2018)

Style Transfer as Unsupervised Machine Translation. - Zhirui Zhang; Shuo Ren; Shujie Liu 001; Jianyong Wang 001; Peng Chen 029; Mu Li 001; Ming Zhou 001; Enhong Chen (CoRR, 2018)

Approximate Distribution Matching for Sequence-to-Sequence Learning. - Wenhu Chen; Guanlin Li; Shujie Liu 001; Zhirui Zhang; Mu Li 001; Ming Zhou 001 (CoRR, 2018)

Dependency-to-Dependency Neural Machine Translation. - Shuangzhi Wu; Dongdong Zhang 001; Zhirui Zhang; Nan Yang 002; Mu Li 001; Ming Zhou 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Unsupervised Neural Machine Translation with SMT as Posterior Regularization. - Shuo Ren; Zhirui Zhang; Shujie Liu 001; Ming Zhou 001; Shuai Ma 001 (AAAI, 2019)

Regularizing Neural Machine Translation by Target-Bidirectional Agreement. - Zhirui Zhang; Shuangzhi Wu; Shujie Liu 001; Mu Li 001; Ming Zhou 001; Tong Xu 001 (AAAI, 2019)

Budgeted Policy Learning for Task-Oriented Dialogue Systems. - Zhirui Zhang; Xiujun Li; Jianfeng Gao 001; Enhong Chen (ACL (1), 2019)

Cross-Lingual Pre-Training Based Transfer for Zero-Shot Neural Machine Translation. - Baijun Ji; Zhirui Zhang; Xiangyu Duan; Min Zhang 005; Boxing Chen; Weihua Luo (AAAI, 2020)

Iterative Domain-Repaired Back-Translation. - Hao-Ran Wei; Zhirui Zhang; Boxing Chen; Weihua Luo (EMNLP (1), 2020)

Incorporating BERT into Parallel Sequence Decoding with Adapters. - Junliang Guo; Zhirui Zhang; Linli Xu; Hao-Ran Wei; Boxing Chen; Enhong Chen (NeurIPS, 2020)

Identify Critical Nodes in Network Cascading Failure Based on Data Analysis. - Bingchun Wang; Zhirui Zhang; Xiaogang Qi; Lifang Liu 001 (J. Netw. Syst. Manag., 2020)

Adaptive Nearest Neighbor Machine Translation. - Xin Zheng; Zhirui Zhang; Junliang Guo; Shujian Huang; Boxing Chen; Weihua Luo; Jiajun Chen 001 (ACL/IJCNLP (2), 2021)

Rethinking Zero-shot Neural Machine Translation: From a Perspective of Latent Variables. - Weizhi Wang; Zhirui Zhang; Yichao Du; Boxing Chen; Jun Xie; Weihua Luo (EMNLP (Findings), 2021)

Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation. - Xin Zheng; Zhirui Zhang; Shujian Huang; Boxing Chen; Jun Xie; Weihua Luo; Jiajun Chen 001 (EMNLP (Findings), 2021)

MT4NS: Metamorphic Testing for Network Scanning. - Zhirui Zhang; Dave Towey; Zhihao Ying; Yifan Zhang; Zhi Quan Zhou 001 (MET@ICSE, 2021)

Sentence-State LSTMs For Sequence-to-Sequence Learning. - Xuefeng Bai 001; Yafu Li; Zhirui Zhang; Mingzhou Xu; Boxing Chen; Weihua Luo; Derek F. Wong; Yue Zhang 004 (NLPCC (1), 2021)

Towards Variable-Length Textual Adversarial Attacks. - Junliang Guo; Zhirui Zhang; Linlin Zhang; Linli Xu; Boxing Chen; Enhong Chen; Weihua Luo (CoRR, 2021)

Non-Parametric Online Learning from Human Feedback for Neural Machine Translation. - Dongqi Wang 005; Haoran Wei; Zhirui Zhang; Shujian Huang; Jun Xie; Weihua Luo; Jiajun Chen 001 (CoRR, 2021)

Adaptive Adapters: An Efficient Way to Incorporate BERT Into Neural Machine Translation. - Junliang Guo; Zhirui Zhang; Linli Xu; Boxing Chen; Enhong Chen (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement. - Yichao Du; Zhirui Zhang; Weizhi Wang; Boxing Chen; Jun Xie; Tong Xu 001 (AAAI, 2022)

Non-parametric Online Learning from Human Feedback for Neural Machine Translation. - Dongqi Wang 005; Haoran Wei; Zhirui Zhang; Shujian Huang; Jun Xie; Jiajun Chen 001 (AAAI, 2022)

Automatic Song Translation for Tonal Languages. - Fenfei Guo; Chen Zhang 020; Zhirui Zhang; Qixin He; Kejun Zhang; Jun Xie; Jordan L. Boyd-Graber (ACL (Findings), 2022)

Non-Parametric Domain Adaptation for End-to-End Speech Translation. - Yichao Du; Weizhi Wang; Zhirui Zhang; Boxing Chen; Tong Xu 001; Jun Xie; Enhong Chen (EMNLP, 2022)

Context-Adaptive Document-Level Neural Machine Translation. - Linlin Zhang; Zhirui Zhang; Boxing Chen; Weihua Luo; Luo Si (ICASSP, 2022)

Task-Oriented Dialogue System as Natural Language Generation. - Weizhi Wang; Zhirui Zhang; Junliang Guo; Yinpei Dai; Boxing Chen; Weihua Luo (SIGIR, 2022)

Improving Few-Shot Performance of Language Models via Nearest Neighbor Calibration. - Feng Nie; Meixi Chen; Zhirui Zhang; Xu Cheng (CoRR, 2022)

Rethinking Translation Memory Augmented Neural Machine Translation. - Hongkun Hao; Guoping Huang; Lemao Liu; Zhirui Zhang; Shuming Shi 001; Rui Wang 015 (ACL (Findings), 2023)

E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition. - Zhen Zhang 048; Mengting Hu; Shiwan Zhao; Minlie Huang; Haotian Wang; Lemao Liu; Zhirui Zhang; Zhe Liu 001; Bingzhe Wu (ACL (Findings), 2023)

Rethinking Word-Level Auto-Completion in Computer-Aided Translation. - Xingyu Chen; Lemao Liu; Guoping Huang; Zhirui Zhang; Mingming Yang; Shuming Shi 001; Rui Wang 015 (EMNLP, 2023)

Nearest Neighbor Machine Translation is Meta-Optimizer on Output Projection Layer. - Ruize Gao; Zhirui Zhang; Yichao Du; Lemao Liu; Rui Wang (EMNLP, 2023)

IMTLab: An Open-Source Platform for Building, Evaluating, and Diagnosing Interactive Machine Translation Systems. - Xu Huang; Zhirui Zhang; Ruize Gao; Yichao Du; Lemao Liu; Guoping Huang; Shuming Shi 001; Jiajun Chen 001; Shujian Huang (EMNLP, 2023)

Document-Level Machine Translation with Large Language Models. - Longyue Wang; Chenyang Lyu; Tianbo Ji; Zhirui Zhang; Dian Yu 001; Shuming Shi 001; Zhaopeng Tu (EMNLP, 2023)

Simple and Scalable Nearest Neighbor Machine Translation. - Yuhan Dai; Zhirui Zhang; Qiuzhi Liu; Qu Cui; Weihua Li; Yichao Du; Tong Xu 001 (ICLR, 2023)

Federated Nearest Neighbor Machine Translation. - Yichao Du; Zhirui Zhang; Bingzhe Wu; Lemao Liu; Tong Xu 001; Enhong Chen (ICLR, 2023)

The MineTrans Systems for IWSLT 2023 Offline Speech Translation and Speech-to-Speech Translation Tasks. - Yichao Du; Zhengsheng Guo; Jinchuan Tian; Zhirui Zhang; Xing Wang; Jianwei Yu; Zhaopeng Tu; Tong Xu 001; Enhong Chen (IWSLT@ACL, 2023)

Fairness-guided Few-shot Prompting for Large Language Models. - Huan Ma; Changqing Zhang; Yatao Bian; Lemao Liu; Zhirui Zhang; Peilin Zhao; Shu Zhang 013; Huazhu Fu; Qinghua Hu; Bingzhe Wu (NeurIPS, 2023)

Less is More: Understanding Word-level Textual Adversarial Attack via n-gram Frequency Descend. - Ning Lu 006; Shengcai Liu; Zhirui Zhang; Qi Wang; Haifeng Liu; Ke Tang 001 (CoRR, 2023)

Nearest Neighbor Machine Translation is Meta-Optimizer on Output Projection Layer. - Ruize Gao; Zhirui Zhang; Yichao Du; Lemao Liu; Rui Wang 015 (CoRR, 2023)

OpsEval: A Comprehensive Task-Oriented AIOps Benchmark for Large Language Models. - Yuhe Liu; Changhua Pei; Longlong Xu; Bohan Chen; Mingze Sun; Zhirui Zhang; Yongqian Sun; Shenglin Zhang; Kun Wang; Haiming Zhang 002; Jianhui Li; Gaogang Xie; et al. (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)

VideoRF: Rendering Dynamic Radiance Fields as 2D Feature Video Streams. - Liao Wang; Kaixin Yao; Chengcheng Guo; Zhirui Zhang; Qiang Hu; Jingyi Yu; Lan Xu; Minye Wu (CVPR, 2024)

Communication-Efficient Personalized Federated Learning for Speech-to-Text Tasks. - Yichao Du; Zhirui Zhang; Linan Yue; Xu Huang 008; Yuqing Zhang; Tong Xu 001; Linli Xu; Enhong Chen (ICASSP, 2024)

A Cross-Scene Benchmark for Open-World Drone Active Tracking. - Haowei Sun; Jinwu Hu; Zhirui Zhang; Haoyuan Tian; Xinze Xie; Yufeng Wang 004; Zhuliang Yu; Xiaohua Xie; Mingkui Tan (CoRR, 2024)

XTransplant: A Probe into the Upper Bound Performance of Multilingual Capability and Culture Adaptability in LLMs via Mutual Cross-lingual Feed-forward Transplantation. - Yangfan Ye; Xiaocheng Feng; Xiachong Feng; Libo Qin 001; Yichong Huang; Lei Huang 021; Weitao Ma; Zhirui Zhang; Yunfei Lu; Xiaohui Yan; Duyu Tang; Dandan Tu; et al. (CoRR, 2024)

Ensuring Consistency for In-Image Translation. - Chengpeng Fu; Xiaocheng Feng; Yichong Huang; Wenshuai Huo; Baohang Li; Zhirui Zhang; Yunfei Lu; Dandan Tu; Duyu Tang; Hui Wang; Bing Qin 001; Ting Liu 001 (CoRR, 2024)

An Energy-based Model for Word-level AutoCompletion in Computer-aided Translation. - Cheng Yang 007; Guoping Huang; Mo Yu; Zhirui Zhang; Siheng Li; Mingming Yang; Shuming Shi 001; Yujiu Yang; Lemao Liu (Trans. Assoc. Comput. Linguistics, 2024)

Datastore Distillation for Nearest Neighbor Machine Translation. - Yuhan Dai; Zhirui Zhang; Yichao Du; Shengcai Liu; Lemao Liu; Tong Xu 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

V^3: Viewing Volumetric Videos on Mobiles via Streamable 2D Dynamic Gaussians. - Penghao Wang; Zhirui Zhang; Liao Wang; Kaixin Yao; Siyuan Xie; Jingyi Yu; Minye Wu; Lan Xu (ACM Trans. Graph., 2024)

Enhancing Non-English Capabilities of English-Centric Large Language Models Through Deep Supervision Fine-Tuning. - Wenshuai Huo; Xiaocheng Feng; Yichong Huang; Chengpeng Fu; Baohang Li; Yangfan Ye; Zhirui Zhang; Dandan Tu; Duyu Tang; Yunfei Lu; Hui Wang; Bing Qin 001 (AAAI, 2025)

CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning. - Yangfan Ye; Xiaocheng Feng; Zekun Yuan; Xiachong Feng; Libo Qin 001; Lei Huang 021; Weitao Ma; Yichong Huang; Zhirui Zhang; Yunfei Lu; Xiaohui Yan; Duyu Tang; et al. (ACL (1), 2025)

CLAIM: Mitigating Multilingual Object Hallucination in Large Vision-Language Models with Cross-Lingual Attention Intervention. - Zekai Ye; Qiming Li; Xiaocheng Feng; Libo Qin 001; Yichong Huang; Baohang Li; Kui Jiang; Yang Xiang; Zhirui Zhang; Yunfei Lu; Duyu Tang; Dandan Tu; et al. (ACL (1), 2025)

OpsEval: A Comprehensive Benchmark Suite for Evaluating Large Language Models' Capability in IT Operations Domain. - Yuhe Liu; Changhua Pei; Longlong Xu; Bohan Chen; Mingze Sun; Zhirui Zhang; Yongqian Sun; Shenglin Zhang; Kun Wang; Haiming Zhang 002; Jianhui Li; Gaogang Xie; et al. (SIGSOFT FSE Companion, 2025)

Is PRM Necessary? Problem-Solving RL Implicitly Induces PRM Capability in LLMs. - Zhangying Feng; Qianglong Chen; Ning Lu 006; Yongqian Li; Siqi Cheng; Shuangmu Peng; Duyu Tang; Shengcai Liu; Zhirui Zhang (CoRR, 2025)

Safe Delta: Consistently Preserving Safety when Fine-Tuning LLMs on Diverse Datasets. - Ning Lu 006; Shengcai Liu; Jiahao Wu 004; Weiyu Chen; Zhirui Zhang; Yew-Soon Ong; Qi Wang; Ke Tang 001 (CoRR, 2025)

Simple o3: Towards Interleaved Vision-Language Reasoning. - Ye Wang; Qianglong Chen; Zejun Li; Siyuan Wang; Shijie Guo; Zhirui Zhang; Zhongyu Wei (CoRR, 2025)