Shujian Huang

293 papers A* 50A 1B 12C 2Misc 1Journal 140Unranked 84
YearRankTypeTitle / Venue / Authors
2026 J jnl
Align to the Pivot: Dual Alignment with Self-Feedback for Multilingual Math Reasoning.
CoRR
Chunxu Zhao, Xin Huang, Xue Han, Shujian Huang, Chao Deng, Junlan Feng
2026 J jnl
ExpLang: Improved Exploration and Exploitation in LLM Reasoning with On-Policy Thinking Language Selection.
CoRR
Changjiang Gao, Zixian Huang, Kaichen Yang, Jiajun Chen, Jixing Li, Shujian Huang
2026 J jnl
GRRM: Group Relative Reward Modeling for Machine Translation.
CoRR
Sen Yang, Shanbo Cheng, Lu Xu, Jianbing Zhang, Shujian Huang
2026 J jnl
Hacking reference-free image captioning metrics.
Frontiers Comput. Sci.
Zheng Ma, Chang-Xin Wang, Yawen Ouyang, Fei Zhao, Jian-bing Zhang, Shujian Huang, Jia-Jun Chen
2026 A* conf
How Does Alignment Enhance LLMs' Multilingual Capabilities? A Language Neurons Perspective.
AAAI
Shimao Zhang, Zhejian Lai, Xiang Liu, Shuaijie She, Xiao Liu, Yeyun Gong, Shujian Huang, Jiajun Chen
2026 J jnl
Improved paraphrase generation via controllable latent diffusion.
Frontiers Comput. Sci.
Wei Zou, Ziyuan Zhuang, Xiang Geng, Shujian Huang, Jia Liu, Jiajun Chen
2026 J jnl
Neuron-Aware Data Selection In Instruction Tuning For Large Language Models.
CoRR
Xin Chen, Junchao Wu, Shu Yang, Runzhe Zhan, Zeyu Wu, Min Yang, Shujian Huang, Lidia S. Chao, Derek F. Wong
2026 J jnl
PEGRL: Improving Machine Translation by Post-Editing Guided Reinforcement Learning.
CoRR
Yunzhi Shen, Hao Zhou, Xin Huang, Xue Han, Junlan Feng, Shujian Huang
2026 J jnl
Reasoning While Asking: Transforming Reasoning Large Language Models from Passive Solvers to Proactive Inquirers.
CoRR
Xin Chen, Feng Jiang, Yiqian Zhang, Hardy Chen, Shuo Yan, Wenya Xie, Min Yang, Shujian Huang
2026 J jnl
Self-Improving Multilingual Long Reasoning via Translation-Reasoning Integrated Training.
CoRR
Junxiao Liu, Zhijun Wang, Yixiao Li, Zhejian Lai, Liqian Huang, Xin Huang, Xue Han, Junlan Feng, Shujian Huang
2026 J jnl
TAPO: Translation Augmented Policy Optimization for Multilingual Mathematical Reasoning.
CoRR
Xu Huang, Zhejian Lai, Zixian Huang, Jiajun Chen, Shujian Huang
2026 J jnl
Why not transform chat large language models to non-English?
Frontiers Comput. Sci.
Xiang Geng, Ming Zhu, Jiahuan Li, Zhejian Lai, Wei Zou, Shuaijie She, Jiaxin Guo, Xiaofeng Zhao, Yinglu Li, Yuang Li, Chang Su, Yanqing Zhao, Xinglin Lyu, Min Zhang, Jiajun Chen, Hao Yang, Shujian Huang
2025 Misc conf
"I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities.
ICASSP
Jiawei Yu, Xiang Geng, Yuang Li, Mengxin Ren, Wei Tang, Jiahuan Li, Zhibin Lan, Min Zhang, Hao Yang, Shujian Huang, Jinsong Su
2025 — conf
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation.
ACL (1)
Xiang Geng, Zhejian Lai, Jiajun Chen, Hao Yang, Shujian Huang
2025 J jnl
Alleviating Distribution Shift in Synthetic Data for Machine Translation Quality Estimation.
CoRR
Xiang Geng, Zhejian Lai, Jiajun Chen, Hao Yang, Shujian Huang
2025 — conf
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models.
EMNLP (Findings)
Xu Huang, Wenhao Zhu, Hanxu Hu, Conghui He, Lei Li, Shujian Huang, Fei Yuan
2025 J jnl
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models.
CoRR
Xu Huang, Wenhao Zhu, Hanxu Hu, Conghui He, Lei Li, Shujian Huang, Fei Yuan
2025 J jnl
Could Thinking Multilingually Empower LLM Reasoning?
CoRR
Changjiang Gao, Xu Huang, Wenhao Zhu, Shujian Huang, Lei Li, Fei Yuan
2025 A* conf
DPLM-2: A Multimodal Diffusion Protein Language Model.
ICLR
Xinyou Wang, Zaixiang Zheng, Fei Ye, Dongyu Xue, Shujian Huang, Quanquan Gu
2025 J jnl
DuPO: Enabling Reliable LLM Self-Verification via Dual Preference Optimization.
CoRR
Shuaijie She, Yu Bao, Yu Lu, Lu Xu, Tao Li, Wenhao Zhu, Shujian Huang, Shanbo Cheng, Lu Lu, Yuxuan Wang
2025 A* conf
Elucidating the Design Space of Multimodal Protein Language Models.
ICML
Cheng-Yen Hsieh, Xinyou Wang, Daiheng Zhang, Dongyu Xue, Fei Ye, Shujian Huang, Zaixiang Zheng, Quanquan Gu
2025 J jnl
Elucidating the Design Space of Multimodal Protein Language Models.
CoRR
Cheng-Yen Hsieh, Xinyou Wang, Daiheng Zhang, Dongyu Xue, Fei Ye, Shujian Huang, Zaixiang Zheng, Quanquan Gu
2025 A* conf
EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation.
EMNLP
Sen Yang, Yu Bao, Yu Lu, Jiajun Chen, Shujian Huang, Shanbo Cheng
2025 J jnl
EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation.
CoRR
Sen Yang, Yu Bao, Yu Lu, Jiajun Chen, Shujian Huang, Shanbo Cheng
2025 J jnl
Extend Adversarial Policy Against Neural Machine Translation via Unknown Token.
CoRR
Wei Zou, Shujian Huang, Jiajun Chen
2025 J jnl
Friend or Foe: How LLMs' Safety Mind Gets Fooled by Intent Shift Attack.
CoRR
Peng Ding, Jun Kuang, Wen Sun, Zongyu Wang, Xuezhi Cao, Xunliang Cai, Jiajun Chen, Shujian Huang
2025 J jnl
Generalizing From Short to Long: Effective Data Synthesis for Long-Context Instruction Tuning.
CoRR
Wenhao Zhu, Pinzhen Chen, Hanxu Hu, Shujian Huang, Fei Yuan, Jiajun Chen, Alexandra Birch
2025 J jnl
How does Alignment Enhance LLMs' Multilingual Capabilities? A Language Neurons Perspective.
CoRR
Shimao Zhang, Zhejian Lai, Xiang Liu, Shuaijie She, Xiao Liu, Yeyun Gong, Shujian Huang, Jiajun Chen
2025 J jnl
Increasing alignment of large language models with language processing in the human brain.
Nat. Comput. Sci.
Changjiang Gao, Zhengwu Ma, Jiajun Chen, Ping Li, Shujian Huang, Jixing Li
2025 J jnl
Internal Bias in Reasoning Models leads to Overthinking.
CoRR
Renfei Dang, Shujian Huang, Jiajun Chen
2025 — conf
Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training.
ACL (Findings)
Zhijun Wang, Jiahuan Li, Hao Zhou, Rongxiang Weng, Jingang Wang, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang
2025 J jnl
Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training.
CoRR
Zhijun Wang, Jiahuan Li, Hao Zhou, Rongxiang Weng, Jingang Wang, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang
2025 J jnl
LLaMAX2: Your Translation-Enhanced Model also Performs Well in Reasoning.
CoRR
Changjiang Gao, Zixian Huang, Jingyang Gong, Shujian Huang, Lei Li, Fei Yuan
2025 — conf
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners.
NAACL (Long Papers)
Peng Hu, Sizhe Liu, Changjiang Gao, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang
2025 J jnl
Making Mathematical Reasoning Adaptive.
CoRR
Zhejian Lai, Xiang Geng, Zhijun Wang, Yang Bai, Jiahuan Li, Rongxiang Weng, Jingang Wang, Xuezhi Cao, Xunliang Cai, Shujian Huang
2025 A* conf
MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing.
AAAI
Hao Zhou, Zhijun Wang, Shujian Huang, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Weihua Luo, Jiajun Chen
2025 — conf
Multi-candidate Speculative Decoding.
NLPCC (1)
Sen Yang, Shujian Huang, Xinyu Dai, Jiajun Chen
2025 J jnl
PATS: Process-Level Adaptive Thinking Mode Switching.
CoRR
Yi Wang, Junxiao Liu, Shimao Zhang, Jiajun Chen, Shujian Huang
2025 — conf
Process-based Self-Rewarding Language Models.
ACL (Findings)
Shimao Zhang, Xiao Liu, Xin Zhang, Junxiao Liu, Zheheng Luo, Shujian Huang, Yeyun Gong
2025 J jnl
Process-based Self-Rewarding Language Models.
CoRR
Shimao Zhang, Xiao Liu, Xin Zhang, Junxiao Liu, Zheheng Luo, Shujian Huang, Yeyun Gong
2025 A* conf
R-PRM: Reasoning-Driven Process Reward Modeling.
EMNLP
Shuaijie She, Junxiao Liu, Yifeng Liu, Jiajun Chen, Xin Huang, Shujian Huang
2025 J jnl
R-PRM: Reasoning-Driven Process Reward Modeling.
CoRR
Shuaijie She, Junxiao Liu, Yifeng Liu, Jiajun Chen, Xin Huang, Shujian Huang
2025 A* conf
SDGO: Self-Discrimination-Guided Optimization for Consistent Safety in Large Language Models.
EMNLP
Peng Ding, Wen Sun, Dailin Li, Wei Zou, Jiaming Wang, Jiajun Chen, Shujian Huang
2025 J jnl
SDGO: Self-Discrimination-Guided Optimization for Consistent Safety in Large Language Models.
CoRR
Peng Ding, Wen Sun, Dailin Li, Wei Zou, Jiaming Wang, Jiajun Chen, Shujian Huang
2025 B conf
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment.
COLING
Yuchun Fan, Yongyu Mu, Yilin Wang, Lei Huang, Junhao Ruan, Bei Li, Tong Xiao, Shujian Huang, Xiaocheng Feng, Jingbo Zhu
2025 J jnl
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment.
CoRR
Yuchun Fan, Yongyu Mu, Yilin Wang, Lei Huang, Junhao Ruan, Bei Li, Tong Xiao, Shujian Huang, Xiaocheng Feng, Jingbo Zhu
2025 B conf
Self-Evolution Knowledge Distillation for LLM-based Machine Translation.
COLING
Yuncheng Song, Liang Ding, Changtong Zan, Shujian Huang
2025 — conf
TRANS-ZERO: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data.
ACL (Findings)
Wei Zou, Sen Yang, Yu Bao, Shujian Huang, Jiajun Chen, Shanbo Cheng
2025 J jnl
Trans-Zero: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data.
CoRR
Wei Zou, Sen Yang, Yu Bao, Shujian Huang, Jiajun Chen, Shanbo Cheng
2025 A* conf
Understanding LLMs' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From.
EMNLP
Changjiang Gao, Hankun Lin, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Jiajun Chen, Shujian Huang
2025 J jnl
Understanding LLMs' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From.
CoRR
Changjiang Gao, Hankun Lin, Shujian Huang, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Jiajun Chen
2025 J jnl
Understanding New-Knowledge-Induced Factual Hallucinations in LLMs: Analysis, Solution, and Interpretation.
CoRR
Renfei Dang, Peng Hu, Changjiang Gao, Shujian Huang
2025 — conf
Why Not Act on What You Know? Unleashing Safety Potential of LLMs via Self-Aware Guard Enhancement.
ACL (Findings)
Peng Ding, Jun Kuang, Zongyu Wang, Xuezhi Cao, Xunliang Cai, Jiajun Chen, Shujian Huang
2025 J jnl
Why Not Act on What You Know? Unleashing Safety Potential of LLMs via Self-Aware Guard Enhancement.
CoRR
Peng Ding, Jun Kuang, Zongyu Wang, Xuezhi Cao, Xunliang Cai, Jiajun Chen, Shujian Huang
2024 J jnl
"I've Heard of You!": Generate Spoken Named Entity Recognition Data for Unseen Entities.
CoRR
Jiawei Yu, Xiang Geng, Yuang Li, Mengxin Ren, Wei Tang, Jiahuan Li, Zhibin Lan, Min Zhang, Hao Yang, Shujian Huang, Jinsong Su
2024 — conf
A Wolf in Sheep's Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily.
NAACL-HLT
Peng Ding, Jun Kuang, Dan Ma, Xuezhi Cao, Yunsen Xian, Jiajun Chen, Shujian Huang
2024 J jnl
Cobra Effect in Reference-Free Image Captioning Metrics.
CoRR
Zheng Ma, Changxin Wang, Yawen Ouyang, Fei Zhao, Jianbing Zhang, Shujian Huang, Jiajun Chen
2024 J jnl
DPLM-2: A Multimodal Diffusion Protein Language Model.
CoRR
Xinyou Wang, Zaixiang Zheng, Fei Ye, Dongyu Xue, Shujian Huang, Quanquan Gu
2024 A* conf
Diffusion Language Models Are Versatile Protein Learners.
ICML
Xinyou Wang, Zaixiang Zheng, Fei Ye, Dongyu Xue, Shujian Huang, Quanquan Gu
2024 J jnl
Diffusion Language Models Are Versatile Protein Learners.
CoRR
Xinyou Wang, Zaixiang Zheng, Fei Ye, Dongyu Xue, Shujian Huang, Quanquan Gu
2024 J jnl
EDT: Improving Large Language Models' Generation by Entropy-based Dynamic Temperature Sampling.
CoRR
Shimao Zhang, Yu Bao, Shujian Huang
2024 A* conf
EfficientRAG: Efficient Retriever for Multi-Hop Question Answering.
EMNLP
Ziyuan Zhuang, Zhiyang Zhang, Sitao Cheng, Fangkai Yang, Jia Liu, Shujian Huang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
2024 J jnl
EfficientRAG: Efficient Retriever for Multi-Hop Question Answering.
CoRR
Ziyuan Zhuang, Zhiyang Zhang, Sitao Cheng, Fangkai Yang, Jia Liu, Shujian Huang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
2024 J jnl
Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions.
Trans. Assoc. Comput. Linguistics
Jiahuan Li, Hao Zhou, Shujian Huang, Shanbo Cheng, Jiajun Chen
2024 J jnl
Enforcing Paraphrase Generation via Controllable Latent Diffusion.
CoRR
Wei Zou, Ziyuan Zhuang, Shujian Huang, Jia Liu, Jiajun Chen
2024 — conf
Exploring the Factual Consistency in Dialogue Comprehension of Large Language Models.
NAACL-HLT
Shuaijie She, Shujian Huang, Xingyun Wang, Yanke Zhou, Jiajun Chen
2024 J jnl
Extroversion or Introversion? Controlling The Personality of Your Large Language Models.
CoRR
Yanquan Chen, Zhen Wu, Junjie Guo, Shujian Huang, Xinyu Dai
2024 A* conf
Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge.
EMNLP
Jiahuan Li, Yiqing Cao, Shujian Huang, Jiajun Chen
2024 J jnl
Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge.
CoRR
Jiahuan Li, Yiqing Cao, Shujian Huang, Jiajun Chen
2024 A* conf
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners.
EMNLP
Shimao Zhang, Changjiang Gao, Wenhao Zhu, Jiajun Chen, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang
2024 A* conf
Hallu-PI: Evaluating Hallucination in Multi-modal Large Language Models within Perturbed Inputs.
ACM Multimedia
Peng Ding, Jingyu Wu, Jun Kuang, Dan Ma, Xuezhi Cao, Xunliang Cai, Shi Chen, Jiajun Chen, Shujian Huang
2024 J jnl
Hallu-PI: Evaluating Hallucination in Multi-modal Large Language Models within Perturbed Inputs.
CoRR
Peng Ding, Jingyu Wu, Jun Kuang, Dan Ma, Xuezhi Cao, Xunliang Cai, Shi Chen, Jiajun Chen, Shujian Huang
2024 J jnl
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners.
CoRR
Peng Hu, Sizhe Liu, Changjiang Gao, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang
2024 J jnl
Large Language Models are Good Spontaneous Multilingual Learners: Is the Multilingual Annotated Data Necessary?
CoRR
Shimao Zhang, Changjiang Gao, Wenhao Zhu, Jiajun Chen, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Shujian Huang
2024 — conf
Large Language Models are Limited in Out-of-Context Knowledge Reasoning.
EMNLP (Findings)
Peng Hu, Changjiang Gao, Ruiqi Gao, Jiajun Chen, Shujian Huang
2024 J jnl
Limited Out-of-Context Knowledge Reasoning in Large Language Models.
CoRR
Peng Hu, Changjiang Gao, Ruiqi Gao, Jiajun Chen, Shujian Huang
2024 — conf
Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation.
ACL (Findings)
Xu Huang, Zhirui Zhang, Xiang Geng, Yichao Du, Jiajun Chen, Shujian Huang
2024 J jnl
Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation.
CoRR
Xu Huang, Zhirui Zhang, Xiang Geng, Yichao Du, Jiajun Chen, Shujian Huang
2024 J jnl
MAPO: Advancing Multilingual Reasoning through Multilingual Alignment-as-Preference Optimization.
CoRR
Shuaijie She, Shujian Huang, Wei Zou, Wenhao Zhu, Xiang Liu, Xiang Geng, Jiajun Chen
2024 — conf
MAPO: Advancing Multilingual Reasoning through Multilingual-Alignment-as-Preference Optimization.
ACL (1)
Shuaijie She, Wei Zou, Shujian Huang, Wenhao Zhu, Xiang Liu, Xiang Geng, Jiajun Chen
2024 — conf
MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation.
NAACL-HLT
Jiahuan Li, Shanbo Cheng, Shujian Huang, Jiajun Chen
2024 J jnl
MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation.
CoRR
Jiahuan Li, Shanbo Cheng, Shujian Huang, Jiajun Chen
2024 — conf
Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models.
ACL (1)
Changjiang Gao, Jixing Li, Jiajun Chen, Shujian Huang
2024 J jnl
Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models.
CoRR
Changjiang Gao, Jixing Li, Jiajun Chen, Shujian Huang
2024 J jnl
MoE-LPR: Multilingual Extension of Large Language Models through Mixture-of-Experts with Language Priors Routing.
CoRR
Hao Zhou, Zhijun Wang, Shujian Huang, Xin Huang, Xue Han, Junlan Feng, Chao Deng, Weihua Luo, Jiajun Chen
2024 J jnl
Multi-Candidate Speculative Decoding.
CoRR
Sen Yang, Shujian Huang, Xinyu Dai, Jiajun Chen
2024 — conf
MultiSQL: A Schema-Integrated Context-Dependent Text2SQL Dataset with Diverse SQL Operations.
ACL (Findings)
Chunhui Li, Yifan Wang, Zhen Wu, Zhen Yu, Fei Zhao, Shujian Huang, Xinyu Dai
2024 — conf
Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping.
EMNLP (Findings)
Wenhao Zhu, Sizhe Liu, Shujian Huang, Shuaijie She, Chris Wendler, Jiajun Chen
2024 J jnl
Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping.
CoRR
Wenhao Zhu, Sizhe Liu, Shujian Huang, Shuaijie She, Chris Wendler, Jiajun Chen
2024 — conf
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis.
NAACL-HLT (Findings)
Wenhao Zhu, Hongyi Liu, Qingxiu Dong, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li
2024 — conf
Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly.
NAACL-HLT
Changjiang Gao, Hongda Hu, Peng Hu, Jiajun Chen, Jixing Li, Shujian Huang
2024 J jnl
Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly.
CoRR
Changjiang Gao, Hongda Hu, Peng Hu, Jiajun Chen, Jixing Li, Shujian Huang
2024 A* conf
PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment.
EMNLP
Jiahuan Li, Shujian Huang, Aarron Ching, Xinyu Dai, Jiajun Chen
2024 J jnl
PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment.
CoRR
Jiahuan Li, Shujian Huang, Xinyu Dai, Jiajun Chen
2024 — conf
Question Translation Training for Better Multilingual Reasoning.
ACL (Findings)
Wenhao Zhu, Shujian Huang, Fei Yuan, Shuaijie She, Jiajun Chen, Alexandra Birch
2024 J jnl
Question Translation Training for Better Multilingual Reasoning.
CoRR
Wenhao Zhu, Shujian Huang, Fei Yuan, Shuaijie She, Jiajun Chen, Alexandra Birch
2024 J jnl
Self-Evolution Knowledge Distillation for LLM-based Machine Translation.
CoRR
Yuncheng Song, Liang Ding, Changtong Zan, Shujian Huang
2024 J jnl
The Power of Question Translation Training in Multilingual Reasoning: Broadened Scope and Deepened Insights.
CoRR
Wenhao Zhu, Shujian Huang, Fei Yuan, Cheng Chen, Jiajun Chen, Alexandra Birch
2024 J jnl
Why Not Transform Chat Large Language Models to Non-English?
CoRR
Xiang Geng, Ming Zhu, Jiahuan Li, Zhejian Lai, Wei Zou, Shuaijie She, Jiaxin Guo, Xiaofeng Zhao, Yinglu Li, Yuang Li, Chang Su, Yanqing Zhao, Xinglin Lyu, Min Zhang, Jiajun Chen, Hao Yang, Shujian Huang
2024 — conf
kNN-BOX: A Unified Framework for Nearest Neighbor Generation.
EACL (Demonstrations)
Wenhao Zhu, Qianfeng Zhao, Yunzhe Lv, Shujian Huang, Siheng Zhao, Sizhe Liu, Jiajun Chen
2023 J jnl
A Wolf in Sheep's Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily.
CoRR
Peng Ding, Jun Kuang, Dan Ma, Xuezhi Cao, Yunsen Xian, Jiajun Chen, Shujian Huang
2023 A* conf
Addressing Linguistic Bias through a Contrastive Analysis of Academic Writing in the NLP Domain.
EMNLP
Robert Ridley, Zhen Wu, Jianbing Zhang, Shujian Huang, Xinyu Dai
2023 — conf
BLEURT Has Universal Translations: An Analysis of Automatic Metrics by Minimum Risk Training.
ACL (1)
Yiming Yan, Tao Wang, Chengqi Zhao, Shujian Huang, Jiajun Chen, Mingxuan Wang
2023 J jnl
BLEURT Has Universal Translations: An Analysis of Automatic Metrics by Minimum Risk Training.
CoRR
Yiming Yan, Tao Wang, Chengqi Zhao, Shujian Huang, Jiajun Chen, Mingxuan Wang
2023 A* conf
CoP: Factual Inconsistency Detection by Controlling the Preference.
AAAI
Shuaijie She, Xiang Geng, Shujian Huang, Jiajun Chen
2023 A* conf
Denoising Pre-training for Machine Translation Quality Estimation with Curriculum Learning.
AAAI
Xiang Geng, Yu Zhang, Jiahuan Li, Shujian Huang, Hao Yang, Shimin Tao, Yimeng Chen, Ning Xie, Jiajun Chen
2023 J jnl
Dynamic Demonstrations Controller for In-Context Learning.
CoRR
Fei Zhao, Taotian Pang, Zhen Wu, Zheng Ma, Shujian Huang, Xinyu Dai
2023 J jnl
Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions.
CoRR
Jiahuan Li, Hao Zhou, Shujian Huang, Shanbo Chen, Jiajun Chen
2023 J jnl
Exploring the Dialogue Comprehension Ability of Large Language Models.
CoRR
Shuaijie She, Shujian Huang, Xingyun Wang, Yanke Zhou, Jiajun Chen
2023 J jnl
Extrapolating Large Language Models to Non-English by Aligning Languages.
CoRR
Wenhao Zhu, Yunzhe Lv, Qingxiu Dong, Fei Yuan, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen, Lei Li
2023 A* conf
Food-500 Cap: A Fine-Grained Food Caption Benchmark for Evaluating Vision-Language Models.
ACM Multimedia
Zheng Ma, Mianzhi Pan, Wenhan Wu, Kanzhi Cheng, Jianbing Zhang, Shujian Huang, Jiajun Chen
2023 J jnl
Food-500 Cap: A Fine-Grained Food Caption Benchmark for Evaluating Vision-Language Models.
CoRR
Zheng Ma, Mianzhi Pan, Wenhan Wu, Kanzhi Cheng, Jianbing Zhang, Shujian Huang, Jiajun Chen
2023 A* conf
IMTLab: An Open-Source Platform for Building, Evaluating, and Diagnosing Interactive Machine Translation Systems.
EMNLP
Xu Huang, Zhirui Zhang, Ruize Gao, Yichao Du, Lemao Liu, Guoping Huang, Shuming Shi, Jiajun Chen, Shujian Huang
2023 J jnl
IMTLab: An Open-Source Platform for Building, Evaluating, and Diagnosing Interactive Machine Translation Systems.
CoRR
Xu Huang, Zhirui Zhang, Ruize Gao, Yichao Du, Lemao Liu, Guoping Huang, Shuming Shi, Jiajun Chen, Shujian Huang
2023 — conf
INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation.
ACL (1)
Wenhao Zhu, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen
2023 J jnl
INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation.
CoRR
Wenhao Zhu, Jingjing Xu, Shujian Huang, Lingpeng Kong, Jiajun Chen
2023 A* conf
Improved Pseudo Data for Machine Translation Quality Estimation with Constrained Beam Search.
EMNLP
Xiang Geng, Yu Zhang, Zhejian Lai, Shuaijie She, Wei Zou, Shimin Tao, Hao Yang, Jiajun Chen, Shujian Huang
2023 — conf
Local Interpretation of Transformer Based on Linear Decomposition.
ACL (1)
Sen Yang, Shujian Huang, Wei Zou, Jianbing Zhang, Xinyu Dai, Jiajun Chen
2023 J jnl
Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis.
CoRR
Wenhao Zhu, Hongyi Liu, Qingxiu Dong, Jingjing Xu, Lingpeng Kong, Jiajun Chen, Lei Li, Shujian Huang
2023 J jnl
NJUNLP's Participation for the WMT2023 Quality Estimation Shared Task.
CoRR
Xiang Geng, Zhejian Lai, Yu Zhang, Shimin Tao, Hao Yang, Jiajun Chen, Shujian Huang
2023 — conf
Only 5% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation.
IJCNLP (1)
Zihan Liu, Zewei Sun, Shanbo Cheng, Shujian Huang, Mingxuan Wang
2023 J jnl
Only 5\% Attention Is All You Need: Efficient Long-range Document-level Neural Machine Translation.
CoRR
Zihan Liu, Zewei Sun, Shanbo Cheng, Shujian Huang, Mingxuan Wang
2023 — conf
Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention.
EMNLP (Findings)
Changjiang Gao, Shujian Huang, Jixing Li, Jiajun Chen
2023 J jnl
Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention.
CoRR
Changjiang Gao, Shujian Huang, Jixing Li, Jiajun Chen
2023 A* conf
Selective Knowledge Distillation for Non-Autoregressive Neural Machine Translation.
AAAI
Min Liu, Yu Bao, Chengqi Zhao, Shujian Huang
2023 J jnl
Selective Knowledge Distillation for Non-Autoregressive Neural Machine Translation.
CoRR
Min Liu, Yu Bao, Chengqi Zhao, Shujian Huang
2023 — conf
Unify Word-level and Span-level Tasks: NJUNLP's Participation for the WMT2023 Quality Estimation Shared Task.
WMT
Xiang Geng, Zhejian Lai, Yu Zhang, Shimin Tao, Hao Yang, Jiajun Chen, Shujian Huang
2023 — conf
What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation.
ACL (Findings)
Wenhao Zhu, Shujian Huang, Yunzhe Lv, Xin Zheng, Jiajun Chen
2023 J jnl
kNN-BOX: A Unified Framework for Nearest Neighbor Generation.
CoRR
Wenhao Zhu, Qianfeng Zhao, Yunzhe Lv, Shujian Huang, Siheng Zhao, Sizhe Liu, Jiajun Chen
2022 J jnl
A Numerical Reasoning Question Answering System with Fine-grained Retriever and the Ensemble of Multiple Generators for FinQA.
CoRR
Bin Wang, Jiangzhou Ju, Yunlin Mao, Xin-Yu Dai, Shujian Huang, Jiajun Chen
2022 B conf
Alleviating the Inequality of Attention Heads for Neural Machine Translation.
COLING
Zewei Sun, Shujian Huang, Xinyu Dai, Jiajun Chen
2022 — conf
Analyzing the Intensity of Complaints on Social Media.
NAACL-HLT (Findings)
Ming Fang, Shi Zong, Jing Li, Xinyu Dai, Shujian Huang, Jiajun Chen
2022 J jnl
Analyzing the Intensity of Complaints on Social Media.
CoRR
Ming Fang, Shi Zong, Jing Li, Xinyu Dai, Shujian Huang, Jiajun Chen
2022 J jnl
Better Datastore, Better Translation: Generating Datastores from Pre-Trained Models for Nearest Neural Machine Translation.
CoRR
Jiahuan Li, Shanbo Cheng, Zewei Sun, Mingxuan Wang, Shujian Huang
2022 — conf
BiTIIMT: A Bilingual Text-infilling Method for Interactive Machine Translation.
ACL (1)
Yanling Xiao, Lemao Liu, Guoping Huang, Qu Cui, Shujian Huang, Shuming Shi, Jiajun Chen
2022 J jnl
CoP: Factual Inconsistency Detection by Controlling the Preference.
CoRR
Shuaijie She, Xiang Geng, Shujian Huang, Jiajun Chen
2022 — conf
CrossQE: HW-TSC 2022 Submission for the Quality Estimation Shared Task.
WMT
Shimin Tao, Chang Su, Miaomiao Ma, Hao Yang, Xiang Geng, Shujian Huang, Min Zhang, Jiaxin Guo, Minghan Wang, Yinglu Li
2022 J jnl
DeepE: a deep neural network for knowledge graph embedding.
CoRR
Danhao Zhu, Si Shen, Shujian Huang, Chang Yin, Ziqi Ding
2022 B conf
FGraDA: A Dataset and Benchmark for Fine-Grained Domain Adaptation in Machine Translation.
LREC
Wenhao Zhu, Shujian Huang, Tong Pu, Pingxuan Huang, Xu Zhang, Jian Yu, Wei Chen, Yanfeng Wang, Jiajun Chen
2022 A* conf
Helping the Weak Makes You Strong: Simple Multi-Task Learning Improves Non-Autoregressive Translators.
EMNLP
Xinyou Wang, Zaixiang Zheng, Shujian Huang
2022 J jnl
Helping the Weak Makes You Strong: Simple Multi-Task Learning Improves Non-Autoregressive Translators.
CoRR
Xinyou Wang, Zaixiang Zheng, Shujian Huang
2022 B conf
Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification.
COLING
Fei Zhao, Zhen Wu, Siyu Long, Xinyu Dai, Shujian Huang, Jiajun Chen
2022 — conf
NJUNLP's Participation for the WMT2022 Quality Estimation Shared Task.
WMT
Xiang Geng, Yu Zhang, Shujian Huang, Shimin Tao, Hao Yang, Jiajun Chen
2022 — conf
NJUNLP's Submission for CCMT 2022 Quality Estimation Task.
CCMT
Yu Zhang, Xiang Geng, Shujian Huang, Jiajun Chen
2022 — ed.
Natural Language Processing and Chinese Computing - 11th CCF International Conference, NLPCC 2022, Guilin, China, September 24-25, 2022, Proceedings, Part I
NLPCC (1)
Wei Lu, Shujian Huang, Yu Hong, Xiabing Zhou
2022 — ed.
Natural Language Processing and Chinese Computing - 11th CCF International Conference, NLPCC 2022, Guilin, China, September 24-25, 2022, Proceedings, Part II
NLPCC (2)
Wei Lu, Shujian Huang, Yu Hong, Xiabing Zhou
2022 A* conf
Non-parametric Online Learning from Human Feedback for Neural Machine Translation.
AAAI
Dongqi Wang, Haoran Wei, Zhirui Zhang, Shujian Huang, Jun Xie, Jiajun Chen
2022 — conf
Probing Cross-modal Semantics Alignment Capability from the Textual Perspective.
EMNLP (Findings)
Zheng Ma, Shi Zong, Mianzhi Pan, Jianbing Zhang, Shujian Huang, Xinyu Dai, Jiajun Chen
2022 J jnl
Probing Cross-modal Semantics Alignment Capability from the Textual Perspective.
CoRR
Zheng Ma, Shi Zong, Mianzhi Pan, Jianbing Zhang, Shujian Huang, Xinyu Dai, Jiajun Chen
2022 — conf
Rethinking Document-level Neural Machine Translation.
ACL (Findings)
Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li
2022 A* conf
Structure-Unified M-Tree Coding Solver for Math Word Problem.
EMNLP
Bin Wang, Jiangzhou Ju, Yang Fan, Xinyu Dai, Shujian Huang, Jiajun Chen
2022 J jnl
Structure-Unified M-Tree Coding Solver for MathWord Problem.
CoRR
Bin Wang, Jiangzhou Ju, Yang Fan, Xinyu Dai, Shujian Huang, Jiajun Chen
2022 B conf
Towards Multi-label Unknown Intent Detection.
COLING
Yawen Ouyang, Zhen Wu, Xinyu Dai, Shujian Huang, Jiajun Chen
2022 J jnl
What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation.
CoRR
Wenhao Zhu, Shujian Huang, Yunzhe Lv, Xin Zheng, Jiajun Chen
2022 J jnl
Zero-shot Domain Adaptation for Neural Machine Translation with Retrieved Phrase-level Prompts.
CoRR
Zewei Sun, Qingnan Jiang, Shujian Huang, Jun Cao, Shanbo Cheng, Mingxuan Wang
2022 — conf
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation.
ACL (1)
Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li
2022 J jnl
latent-GLAT: Glancing at Latent Variables for Parallel Text Generation.
CoRR
Yu Bao, Hao Zhou, Shujian Huang, Dongqi Wang, Lihua Qian, Xinyu Dai, Jiajun Chen, Lei Li
2021 — conf
Adaptive Nearest Neighbor Machine Translation.
ACL/IJCNLP (2)
Xin Zheng, Zhirui Zhang, Junliang Guo, Shujian Huang, Boxing Chen, Weihua Luo, Jiajun Chen
2021 J jnl
Adaptive Nearest Neighbor Machine Translation.
CoRR
Xin Zheng, Zhirui Zhang, Junliang Guo, Shujian Huang, Boxing Chen, Weihua Luo, Jiajun Chen
2021 A* conf
Automated Cross-prompt Scoring of Essay Traits.
AAAI
Robert Ridley, Liang He, Xin-Yu Dai, Shujian Huang, Jiajun Chen
2021 A* conf
DirectQE: Direct Pretraining for Machine Translation Quality Estimation.
AAAI
Qu Cui, Shujian Huang, Jiahuan Li, Xiang Geng, Zaixiang Zheng, Guoping Huang, Jiajun Chen
2021 J jnl
DirectQE: Direct Pretraining for Machine Translation Quality Estimation.
CoRR
Qu Cui, Shujian Huang, Jiahuan Li, Xiang Geng, Zaixiang Zheng, Guoping Huang, Jiajun Chen
2021 A* conf
Dual Side Deep Context-aware Modulation for Social Recommendation.
WWW
Bairan Fu, Wenming Zhang, Guangneng Hu, Xinyu Dai, Shujian Huang, Jiajun Chen
2021 J jnl
Dual Side Deep Context-aware Modulation for Social Recommendation.
CoRR
Bairan Fu, Wenming Zhang, Guangneng Hu, Xinyu Dai, Shujian Huang, Jiajun Chen
2021 A* conf
Duplex Sequence-to-Sequence Learning for Reversible Machine Translation.
NeurIPS
Zaixiang Zheng, Hao Zhou, Shujian Huang, Jiajun Chen, Jingjing Xu, Lei Li
2021 J jnl
Duplex Sequence-to-Sequence Learning for Reversible Machine Translation.
CoRR
Zaixiang Zheng, Hao Zhou, Shujian Huang, Jiajun Chen, Jingjing Xu, Lei Li
2021 — conf
Energy-based Unknown Intent Detection with Data Manipulation.
ACL/IJCNLP (Findings)
Yawen Ouyang, Jiasheng Ye, Yu Chen, Xinyu Dai, Shujian Huang, Jiajun Chen
2021 J jnl
Energy-based Unknown Intent Detection with Data Manipulation.
CoRR
Yawen Ouyang, Jiasheng Ye, Yu Chen, Xinyu Dai, Shujian Huang, Jiajun Chen
2021 — conf
HW-TSC's Participation at WMT 2021 Quality Estimation Shared Task.
WMT@EMNLP
Yimeng Chen, Chang Su, Yingtao Zhang, Yuxia Wang, Xiang Geng, Hao Yang, Shimin Tao, Jiaxin Guo, Minghan Wang, Min Zhang, Yujia Liu, Shujian Huang
2021 J jnl
Integrating heterogeneous thesauruses for Chinese synonyms.
Frontiers Comput. Sci.
Jianbing Zhang, Peng Wu, Yingjie Zhang, Shujian Huang, Xinyu Dai, Jiajun Chen
2021 — conf
Learning Kernel-Smoothed Machine Translation with Retrieved Examples.
EMNLP (1)
Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, Lei Li
2021 J jnl
Learning Kernel-Smoothed Machine Translation with Retrieved Examples.
CoRR
Qingnan Jiang, Mingxuan Wang, Jun Cao, Shanbo Cheng, Shujian Huang, Lei Li
2021 — conf
Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification.
EMNLP (1)
Ran Wang, Xi'ao Su, Siyu Long, Xinyu Dai, Shujian Huang, Jiajun Chen
2021 — conf
Non-Autoregressive Translation by Learning Target Categorical Codes.
NAACL-HLT
Yu Bao, Shujian Huang, Tong Xiao, Dongqi Wang, Xinyu Dai, Jiajun Chen
2021 J jnl
Non-Autoregressive Translation by Learning Target Categorical Codes.
CoRR
Yu Bao, Shujian Huang, Tong Xiao, Dongqi Wang, Xinyu Dai, Jiajun Chen
2021 J jnl
Non-Parametric Online Learning from Human Feedback for Neural Machine Translation.
CoRR
Dongqi Wang, Haoran Wei, Zhirui Zhang, Shujian Huang, Jun Xie, Weihua Luo, Jiajun Chen
2021 — conf
Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation.
EMNLP (Findings)
Xin Zheng, Zhirui Zhang, Shujian Huang, Boxing Chen, Jun Xie, Weihua Luo, Jiajun Chen
2021 J jnl
Non-Parametric Unsupervised Domain Adaptation for Neural Machine Translation.
CoRR
Xin Zheng, Zhirui Zhang, Shujian Huang, Boxing Chen, Jun Xie, Weihua Luo, Jiajun Chen
2021 — conf
When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation.
ACL/IJCNLP (2)
Jiahuan Li, Yutong Shen, Shujian Huang, Xinyu Dai, Jiajun Chen
2020 A* conf
A Reinforced Generation of Adversarial Examples for Neural Machine Translation.
ACL
Wei Zou, Shujian Huang, Jun Xie, Xinyu Dai, Jiajun Chen
2020 B conf
A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction.
COLING
Yanyang Li, Yingfeng Luo, Ye Lin, Quan Du, Huizhen Wang, Shujian Huang, Tong Xiao, Jingbo Zhu
2020 J jnl
A Simple and Effective Approach to Robust Unsupervised Bilingual Dictionary Induction.
CoRR
Yanyang Li, Yingfeng Luo, Ye Lin, Quan Du, Huizhen Wang, Shujian Huang, Tong Xiao, Jingbo Zhu
2020 A* conf
Acquiring Knowledge from Pre-Trained Model to Neural Machine Translation.
AAAI
Rongxiang Weng, Heng Yu, Shujian Huang, Shanbo Cheng, Weihua Luo
2020 J jnl
Alleviating the Inequality of Attention Heads for Neural Machine Translation.
CoRR
Zewei Sun, Shujian Huang, Xinyu Dai, Jiajun Chen
2020 J jnl
An Improved Label Propagation Algorithm-Based Method to Develop Sectionalizing Strategies for Parallel Power System Restoration.
IEEE Access
Shujian Huang, Changcheng Li, Zhicheng Li, Wenwen Xu, Long Yang
2020 J jnl
Capturing Longer Context for Document-level Neural Machine Translation: A Multi-resolutional Approach.
CoRR
Zewei Sun, Mingxuan Wang, Hao Zhou, Chengqi Zhao, Shujian Huang, Jiajun Chen, Lei Li
2020 A* conf
Dialogue State Tracking with Explicit Slot Connection Modeling.
ACL
Yawen Ouyang, Moxin Chen, Xinyu Dai, Yinggong Zhao, Shujian Huang, Jiajun Chen
2020 A conf
Enhance Prototypical Network with Text Descriptions for Few-shot Relation Classification.
CIKM
Kaijia Yang, Nantao Zheng, Xinyu Dai, Liang He, Shujian Huang, Jiajun Chen
2020 A* conf
Explicit Semantic Decomposition for Definition Generation.
ACL
Jiahuan Li, Yu Bao, Shujian Huang, Xinyu Dai, Jiajun Chen
2020 J jnl
FDMT: A Benchmark Dataset for Fine-grained Domain Adaptation in Machine Translation.
CoRR
Wenhao Zhu, Shujian Huang, Tong Pu, Xu Zhang, Jian Yu, Wei Chen, Yanfeng Wang, Jiajun Chen
2020 A* conf
GRET: Global Representation Enhanced Transformer.
AAAI
Rongxiang Weng, Hao-Ran Wei, Shujian Huang, Heng Yu, Lidong Bing, Weihua Luo, Jiajun Chen
2020 J jnl
GRET: Global Representation Enhanced Transformer.
CoRR
Rongxiang Weng, Hao-Ran Wei, Shujian Huang, Heng Yu, Lidong Bing, Weihua Luo, Jiajun Chen
2020 A* conf
Generating Diverse Translation by Manipulating Multi-Head Attention.
AAAI
Zewei Sun, Shujian Huang, Hao-Ran Wei, Xinyu Dai, Jiajun Chen
2020 J jnl
Improving Self-Attention Networks With Sequential Relations.
IEEE ACM Trans. Audio Speech Lang. Process.
Zaixiang Zheng, Shujian Huang, Rongxiang Weng, Xin-Yu Dai, Jiajun Chen
2020 A* conf
Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction.
AAAI
Zhen Wu, Fei Zhao, Xin-Yu Dai, Shujian Huang, Jiajun Chen
2020 J jnl
Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction.
CoRR
Zhen Wu, Fei Zhao, Xin-Yu Dai, Shujian Huang, Jiajun Chen
2020 A* conf
Learning to Generate Personalized Query Auto-Completions via a Multi-View Multi-Task Attentive Approach.
KDD
Di Yin, Jiwei Tan, Zhe Zhang, Hongbo Deng, Shujian Huang, Jiajun Chen
2020 — conf
MSGE: A Multi-step Gated Model for Knowledge Graph Completion.
PAKDD (1)
Chunyang Tan, Kaijia Yang, Xinyu Dai, Shujian Huang, Jiajun Chen
2020 A* conf
Mirror-Generative Neural Machine Translation.
ICLR
Zaixiang Zheng, Hao Zhou, Shujian Huang, Lei Li, Xin-Yu Dai, Jiajun Chen
2020 — conf
NJU's submission to the WMT20 QE Shared Task.
WMT@EMNLP
Qu Cui, Xiang Geng, Shujian Huang, Jiajun Chen
2020 — conf
NJUNLP's Machine Translation System for CCMT-2020 Uighur $\rightarrow $ Chinese Translation Task.
CCMT
Dongqi Wang, Zihan Liu, Qingnan Jiang, Zewei Sun, Shujian Huang, Jiajun Chen
2020 — conf
NJUNLP's Submission for CCMT20 Quality Estimation Task.
CCMT
Qu Cui, Xiang Geng, Shujian Huang, Jiajun Chen
2020 — conf
Opinion Transmission Network for Jointly Improving Aspect-Oriented Opinion Words Extraction and Sentiment Classification.
NLPCC (1)
Chengcan Ying, Zhen Wu, Xinyu Dai, Shujian Huang, Jiajun Chen
2020 J jnl
Opinion Transmission Network for Jointly Improving Aspect-oriented Opinion Words Extraction and Sentiment Classification.
CoRR
Chengcan Ying, Zhen Wu, Xinyu Dai, Shujian Huang, Jiajun Chen
2020 J jnl
Prompt Agnostic Essay Scorer: A Domain Generalization Approach to Cross-prompt Automated Essay Scoring.
CoRR
Robert Ridley, Liang He, Xinyu Dai, Shujian Huang, Jiajun Chen
2020 — conf
RPD: A Distance Function Between Word Embeddings.
ACL (student)
Xuhui Zhou, Shujian Huang, Zaixiang Zheng
2020 J jnl
RPD: A Distance Function Between Word Embeddings.
CoRR
Xuhui Zhou, Zaixiang Zheng, Shujian Huang
2020 J jnl
Toward Making the Most of Context in Neural Machine Translation.
CoRR
Zaixiang Zheng, Xiang Yue, Shujian Huang, Jiajun Chen, Alexandra Birch
2020 A* conf
Towards Making the Most of Context in Neural Machine Translation.
IJCAI
Zaixiang Zheng, Xiang Yue, Shujian Huang, Jiajun Chen, Alexandra Birch
2020 — conf
Transformer-Based Multi-aspect Modeling for Multi-aspect Multi-sentiment Analysis.
NLPCC (2)
Zhen Wu, Chengcan Ying, Xinyu Dai, Shujian Huang, Jiajun Chen
2020 J jnl
Transformer-based Multi-Aspect Modeling for Multi-Aspect Multi-Sentiment Analysis.
CoRR
Zhen Wu, Chengcan Ying, Xinyu Dai, Shujian Huang, Jiajun Chen
2019 J jnl
A Reinforced Generation of Adversarial Samples for Neural Machine Translation.
CoRR
Wei Zou, Shujian Huang, Jun Xie, Xinyu Dai, Jiajun Chen
2019 J jnl
Acquiring Knowledge from Pre-trained Model to Neural Machine Translation.
CoRR
Rongxiang Weng, Heng Yu, Shujian Huang, Shanbo Cheng, Weihua Luo
2019 — conf
CCMT 2019 Machine Translation Evaluation Report.
CCMT
Muyun Yang, Xixin Hu, Hao Xiong, Jiayi Wang, Yiliyaer Jiaermuhamaiti, Zhongjun He, Weihua Luo, Shujian Huang
2019 A* conf
Correct-and-Memorize: Learning to Translate from Interactive Revisions.
IJCAI
Rongxiang Weng, Hao Zhou, Shujian Huang, Lei Li, Yifan Xia, Jiajun Chen
2019 J jnl
Correct-and-Memorize: Learning to Translate from Interactive Revisions.
CoRR
Rongxiang Weng, Hao Zhou, Shujian Huang, Lei Li, Yifan Xia, Jiajun Chen
2019 — conf
Dynamic Past and Future for Neural Machine Translation.
EMNLP/IJCNLP (1)
Zaixiang Zheng, Shujian Huang, Zhaopeng Tu, Xin-Yu Dai, Jiajun Chen
2019 J jnl
Dynamic Past and Future for Neural Machine Translation.
CoRR
Zaixiang Zheng, Shujian Huang, Zhaopeng Tu, Xin-Yu Dai, Jiajun Chen
2019 — conf
Exploiting Noisy Data in Distant Supervision Relation Classification.
NAACL-HLT (1)
Kaijia Yang, Liang He, Xinyu Dai, Shujian Huang, Jiajun Chen
2019 — conf
Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation.
EMNLP/IJCNLP (1)
Huiyun Yang, Shujian Huang, Xin-Yu Dai, Jiajun Chen
2019 J jnl
Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation.
CoRR
Huiyun Yang, Shujian Huang, Xinyu Dai, Jiajun Chen
2019 J jnl
Generating Diverse Translation by Manipulating Multi-Head Attention.
CoRR
Zewei Sun, Shujian Huang, Hao-Ran Wei, Xin-Yu Dai, Jiajun Chen
2019 — conf
Generating Sentences from Disentangled Syntactic and Semantic Spaces.
ACL (1)
Yu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou, Olga Vechtomova, Xin-Yu Dai, Jiajun Chen
2019 J jnl
Generating Sentences from Disentangled Syntactic and Semantic Spaces.
CoRR
Yu Bao, Hao Zhou, Shujian Huang, Lei Li, Lili Mou, Olga Vechtomova, Xinyu Dai, Jiajun Chen
2019 — conf
Improving Bilingual Lexicon Induction on Distant Language Pairs.
CCMT
Wenhao Zhu, Zhi-Hao Zhou, Shujian Huang, Zhenya Lin, Xiangsheng Zhou, Yaofeng Tu, Jiajun Chen
2019 J jnl
Improving Neural Machine Translation with Pre-trained Representation.
CoRR
Rongxiang Weng, Heng Yu, Shujian Huang, Weihua Luo, Jiajun Chen
2019 — conf
Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering.
ACL (1)
Peng Wu, Shujian Huang, Rongxiang Weng, Zaixiang Zheng, Jianbing Zhang, Xiaohui Yan, Jiajun Chen
2019 J jnl
Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering.
CoRR
Peng Wu, Shujian Huang, Rongxiang Weng, Zaixiang Zheng, Jianbing Zhang, Xiaohui Yan, Jiajun Chen
2019 — ed.
Machine Translation - 15th China Conference, CCMT 2019, Nanchang, China, September 27-29, 2019, Revised Selected Papers
CCMT
Shujian Huang, Kevin Knight
2019 J jnl
Multi-Perspective Inferrer: Reasoning Sentences Relationship from Holistic Perspective.
CoRR
Zhen Cheng, Zaixiang Zheng, Xin-Yu Dai, Shujian Huang, Jiajun Chen
2019 J jnl
Non-autoregressive Transformer by Position Learning.
CoRR
Yu Bao, Hao Zhou, Jiangtao Feng, Mingxuan Wang, Shujian Huang, Jiajun Chen, Lei Li
2019 — conf
Online Distilling from Checkpoints for Neural Machine Translation.
NAACL-HLT (1)
Hao-Ran Wei, Shujian Huang, Ran Wang, Xin-Yu Dai, Jiajun Chen
2019 — conf
Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling.
NAACL-HLT (1)
Zhifang Fan, Zhen Wu, Xin-Yu Dai, Shujian Huang, Jiajun Chen
2019 A* conf
Utilizing Non-Parallel Text for Style Transfer by Making Partial Comparisons.
IJCAI
Di Yin, Shujian Huang, Xin-Yu Dai, Jiajun Chen
2018 J jnl
Collaborative Filtering with Topic and Social Latent Factors Incorporating Implicit Feedback.
CoRR
Guang-Neng Hu, Xin-Yu Dai, Feng-Yu Qiu, Rui Xia, Tao Li, Shujian Huang, Jiajun Chen
2018 J jnl
Collaborative Filtering with Topic and Social Latent Factors Incorporating Implicit Feedback.
ACM Trans. Knowl. Discov. Data
Guang-Neng Hu, Xinyu Dai, Feng-Yu Qiu, Rui Xia, Tao Li, Shujian Huang, Jiajun Chen
2018 — conf
Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention.
NAACL-HLT
Huadong Chen, Shujian Huang, David Chiang, Xinyu Dai, Jiajun Chen
2018 B conf
Dynamic Oracle for Neural Machine Translation in Decoding Phase.
LREC
Zi-Yi Dou, Hao Zhou, Shujian Huang, Xin-Yu Dai, Jiajun Chen
2018 — conf
Improving Aspect Identification with Reviews Segmentation.
NLPCC (1)
Tianhao Ning, Zhen Wu, Xin-Yu Dai, Jiajun Huang, Shujian Huang, Jiajun Chen
2018 A* conf
Improving Review Representations With User Attention and Product Attention for Sentiment Classification.
AAAI
Zhen Wu, Xin-Yu Dai, Cunyan Yin, Shujian Huang, Jiajun Chen
2018 J jnl
Improving Review Representations with User Attention and Product Attention for Sentiment Classification.
CoRR
Zhen Wu, Xin-Yu Dai, Cunyan Yin, Shujian Huang, Jiajun Chen
2018 J jnl
Learning to Discriminate Noises for Incorporating External Information in Neural Machine Translation.
CoRR
Zaixiang Zheng, Shujian Huang, Zewei Sun, Rongxiang Weng, Xin-Yu Dai, Jiajun Chen
2018 J jnl
Modeling Past and Future for Neural Machine Translation.
Trans. Assoc. Comput. Linguistics
Zaixiang Zheng, Hao Zhou, Shujian Huang, Lili Mou, Xinyu Dai, Jiajun Chen, Zhaopeng Tu
2018 A* conf
Unsupervised Bilingual Lexicon Induction via Latent Variable Models.
EMNLP
Zi-Yi Dou, Zhi-Hao Zhou, Shujian Huang
2017 — conf
A Multi-view Clustering Model for Event Detection in Twitter.
CICLing (2)
Di Shang, Xin-Yu Dai, Weiyi Ge, Shujian Huang, Jiajun Chen
2017 J jnl
A Neural Probabilistic Structured-Prediction Method for Transition-Based Natural Language Processing.
J. Artif. Intell. Res.
Hao Zhou, Yue Zhang, Chuan Cheng, Shujian Huang, Xinyu Dai, Jiajun Chen
2017 A* conf
AGRA: An Analysis-Generation-Ranking Framework for Automatic Abbreviation from Paper Titles.
IJCAI
Jianbing Zhang, Yixin Sun, Shujian Huang, Cam-Tu Nguyen, Xiaoliang Wang, Xinyu Dai, Jiajun Chen, Yang Yu
2017 — conf
Chunk-Based Bi-Scale Decoder for Neural Machine Translation.
ACL (2)
Hao Zhou, Zhaopeng Tu, Shujian Huang, Xiaohua Liu, Hang Li, Jiajun Chen
2017 J jnl
Chunk-Based Bi-Scale Decoder for Neural Machine Translation.
CoRR
Hao Zhou, Zhaopeng Tu, Shujian Huang, Xiaohua Liu, Hang Li, Jiajun Chen
2017 — conf
Compressing Neural Networks by Applying Frequent Item-Set Mining.
ICANN (2)
Zi-Yi Dou, Shujian Huang, Yi-Fan Su
2017 A* conf
Deep Matrix Factorization Models for Recommender Systems.
IJCAI
Hong-Jian Xue, Xinyu Dai, Jianbing Zhang, Shujian Huang, Jiajun Chen
2017 J jnl
Dynamic Oracle for Neural Machine Translation in Decoding Phase.
CoRR
Zi-Yi Dou, Hao Zhou, Shujian Huang, Xin-Yu Dai, Jiajun Chen
2017 — conf
Findings of the 2017 Conference on Machine Translation (WMT17).
WMT
Ondrej Bojar, Rajen Chatterjee, Christian Federmann, Yvette Graham, Barry Haddow, Shujian Huang, Matthias Huck, Philipp Koehn, Qun Liu, Varvara Logacheva, Christof Monz, Matteo Negri, Matt Post, Raphael Rubino, Lucia Specia, Marco Turchi
2017 — conf
Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder.
ACL (1)
Huadong Chen, Shujian Huang, David Chiang, Jiajun Chen
2017 J jnl
Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder.
CoRR
Huadong Chen, Shujian Huang, David Chiang, Jiajun Chen
2017 J jnl
Modeling Past and Future for Neural Machine Translation.
CoRR
Zaixiang Zheng, Hao Zhou, Shujian Huang, Lili Mou, Xinyu Dai, Jiajun Chen, Zhaopeng Tu
2017 A* conf
Neural Machine Translation with Word Predictions.
EMNLP
Rongxiang Weng, Shujian Huang, Zaixiang Zheng, Xin-Yu Dai, Jiajun Chen
2017 J jnl
Neural Machine Translation with Word Predictions.
CoRR
Rongxiang Weng, Shujian Huang, Zaixiang Zheng, Xinyu Dai, Jiajun Chen
2017 J jnl
PQAC-WN: constructing a wordnet for Pre-Qin ancient Chinese.
Lang. Resour. Evaluation
Yingjie Zhang, Bin Li, Xinyu Dai, Shujian Huang, Jiajun Chen
2017 — conf
RGraph: Generating Reference Graphs for Better Machine Translation Evaluation.
CWMT
Hongjie Ji, Shujian Huang, Qi Hou, Cunyan Yin, Jiajun Chen
2017 B conf
Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation.
CoNLL
Huadong Chen, Shujian Huang, David Chiang, Xin-Yu Dai, Jiajun Chen
2017 J jnl
Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation.
CoRR
Huadong Chen, Shujian Huang, David Chiang, Xinyu Dai, Jiajun Chen
2017 A* conf
Word-Context Character Embeddings for Chinese Word Segmentation.
EMNLP
Hao Zhou, Zhenting Yu, Yue Zhang, Shujian Huang, Xin-Yu Dai, Jiajun Chen
2016 — conf
A Search-Based Dynamic Reranking Model for Dependency Parsing.
ACL (1)
Hao Zhou, Yue Zhang, Shujian Huang, Junsheng Zhou, Xinyu Dai, Jiajun Chen
2016 J jnl
A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews.
CoRR
Guang-Neng Hu, Xin-Yu Dai, Yunya Song, Shujian Huang, Jiajun Chen
2016 J jnl
Adaptation of Language Models for SMT Using Neural Networks with Topic Information.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Yinggong Zhao, Shujian Huang, Xin-Yu Dai, Jiajun Chen
2016 J jnl
Enhancing Shift-Reduce Constituent Parsing with Action N-Gram Model.
ACM Trans. Asian Low Resour. Lang. Inf. Process.
Hao Zhou, Shujian Huang, Junsheng Zhou, Yue Zhang, Huadong Chen, Xinyu Dai, Chuan Cheng, Jiajun Chen
2016 B conf
Evaluating a Deterministic Shift-Reduce Neural Parser for Constituent Parsing.
LREC
Hao Zhou, Yue Zhang, Shujian Huang, Xinyu Dai, Jiajun Chen
2016 — conf
PRIMT: A Pick-Revise Framework for Interactive Machine Translation.
HLT-NAACL
Shanbo Cheng, Shujian Huang, Huadong Chen, Xinyu Dai, Jiajun Chen
2016 B conf
Tagging Chinese microblogger via sparse feature selection.
IJCNN
Di Shang, Xinyu Dai, Shujian Huang, Yi Li, Jiajun Chen
2016 A* conf
Tree-State Based Rule Selection Models for Hierarchical Phrase-Based Machine Translation.
IJCAI
Shujian Huang, Huifeng Sun, Chengqi Zhao, Jinsong Su, Xin-Yu Dai, Jiajun Chen
2015 — conf
A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing.
ACL (1)
Hao Zhou, Yue Zhang, Shujian Huang, Jiajun Chen
2015 A* conf
A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews.
IJCAI
Guang-Neng Hu, Xin-Yu Dai, Yunya Song, Shujian Huang, Jiajun Chen
2015 C conf
A Unified Framework for Jointly Learning Distributed Representations of Word and Attributes.
ACML
Liqiang Niu, Xin-Yu Dai, Shujian Huang, Jiajun Chen
2015 — conf
Academic Paper Recommendation Based on Heterogeneous Graph.
CCL
Linlin Pan, Xinyu Dai, Shujian Huang, Jiajun Chen
2015 A* conf
Graph-Based Collective Lexical Selection for Statistical Machine Translation.
EMNLP
Jinsong Su, Deyi Xiong, Shujian Huang, Xianpei Han, Junfeng Yao
2015 — conf
Non-linear Learning for Statistical Machine Translation.
ACL (1)
Shujian Huang, Huadong Chen, Xinyu Dai, Jiajun Chen
2015 J jnl
Non-linear Learning for Statistical Machine Translation.
CoRR
Shujian Huang, Huadong Chen, Xinyu Dai, Jiajun Chen
2015 — conf
Resolving Coordinate Structures for Chinese Constituent Parsing.
NLPCC
Yichu Zhou, Shujian Huang, Xinyu Dai, Jiajun Chen
2015 — conf
Sentiment Classification with Graph Sparsity Regularization.
CICLing (2)
Xinyu Dai, Chuan Cheng, Shujian Huang, Jiajun Chen
2015 A* conf
Structured Sparsity with Group-Graph Regularization.
AAAI
Xin-Yu Dai, Jianbing Zhang, Shujian Huang, Jiajun Chen, Zhi-Hua Zhou
2015 — conf
Word Segmentation of Micro Blogs with Bagging.
NLPCC
Zhenting Yu, Xin-Yu Dai, Si Shen, Shujian Huang, Jiajun Chen
2014 — conf
An Investigation on Statistical Machine Translation with Neural Language Models.
CCL
Yinggong Zhao, Shujian Huang, Huadong Chen, Jiajun Chen
2014 — conf
Learning word embeddings from dependency relations.
IALP
Yinggong Zhao, Shujian Huang, Xinyu Dai, Jianbing Zhang, Jiajun Chen
2013 — conf
Forgetting Word Segmentation in Chinese Text Classification with
PAKDD (2)
Qiang Fu, Xinyu Dai, Shujian Huang, Jiajun Chen
2012 — conf
Adapting Conventional Chinese Word Segmenter for Segmenting Micro-blog Text: Combining Rule-based and Statistic-based Approaches.
CIPS-SIGHAN
Ning Xi, Bin Li, Guangchao Tang, Shujian Huang, Yinggong Zhao, Hao Zhou, Xinyu Dai, Jiajun Chen
2012 — conf
Enhancing Statistical Machine Translation with Character Alignment.
ACL (2)
Ning Xi, Guangchao Tang, Xinyu Dai, Shujian Huang, Jiajun Chen
2011 — conf
Dealing with Spurious Ambiguity in Learning ITG-based Word Alignment.
ACL (2)
Shujian Huang, Stephan Vogel, Jiajun Chen
2011 C conf
Language Model Weight Adaptation Based on Cross-entropy for Statistical Machine Translation.
PACLIC
Yinggong Zhao, Yangsheng Ji, Ning Xi, Shujian Huang, Jiajun Chen
2010 B conf
Improving Word Alignment by Semi-Supervised Ensemble.
CoNLL
Shujian Huang, Kangxi Li, Xinyu Dai, Jiajun Chen
2009 — conf
Combining ILP and MLN for Coreference Resolution.
IALP
Yabing Zhang, Junsheng Zhou, Shujian Huang, Jiajun Chen
2009 J jnl
Coreference Resolution using Markov Logic Network.
Res. Comput. Sci.
Jiajun Chen, Junsheng Zhou, Shujian Huang, Yabing Zhang
2009 — conf
Segmenting Long Sentence Pairs for Statistical Machine Translation.
IALP
Biping Meng, Shujian Huang, Xinyu Dai, Jiajun Chen