NDC++: An Approach to Concurrent Extension of C++. - Jiajun Chen 001; Guoliang Zheng (ACM SIGPLAN Notices, 1997)

Message Conversion and A New Type System for OO Model. - Jianhua Zhao; Jiajun Chen 001; Guoliang Zheng (ACM SIGPLAN Notices, 1997)

A multi-threaded object-oriented programming model. - Jiajun Chen 001; Xiaodong Yuan; Guoliang Zheng (ACM SIGSOFT Softw. Eng. Notes, 1998)

Two-dimensional software development model combining object-oriented method with formal method. - Xiaodong Yuan; Jiajun Chen 001; Guoliang Zheng (ACM SIGSOFT Softw. Eng. Notes, 1998)

Duration calculus in COOZ. - Xiaodong Yuan; Jiajun Chen 001; Guoliang Zheng (ACM SIGSOFT Softw. Eng. Notes, 1998)

A Hybrid Approach to Chinese Word Segmentation around CRFs. - Junsheng Zhou; Xin-Yu Dai; Ni Rui-yu; Jiajun Chen 001 (SIGHAN@IJCNLP 2005, 2005)

Chinese Named Entity Recognition with a Multi-Phase Model. - Junsheng Zhou; Liang He 009; Xinyu Dai; Jiajun Chen 001 (SIGHAN@COLING/ACL, 2006)

Structure Analysis and Computation-Based Chinese Question Classification. - Liang Zhang; Lang Zhou; Jiajun Chen 001 (ALPIT, 2007)

Incorporating Latent Semantic Indexing into Spectral Graph Transducer for Text Classification. - Xinyu Dai; Baoming Tian; Junsheng Zhou; Jiajun Chen 001 (FLAIRS, 2008)

Segmenting Long Sentence Pairs for Statistical Machine Translation. - Biping Meng; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (IALP, 2009)

Combining ILP and MLN for Coreference Resolution. - Yabing Zhang; Junsheng Zhou; Shujian Huang; Jiajun Chen 001 (IALP, 2009)

An Incremental Rule Induction Algorithm Based on Ordering Relations. - Xiuyi Jia; Lin Shang 001; Jiajun Chen 001; Xinyu Dai (RSKT, 2009)

A Multi-view Approach for Relation Extraction. - Junsheng Zhou; Qian Xu; Jiajun Chen 001; Weiguang Qu (WISM, 2009)

Chinese Event Descriptive Clause Splitting with Structured SVMs. - Junsheng Zhou; Yabing Zhang; Xinyu Dai; Jiajun Chen 001 (CICLing, 2010)

Improving Word Alignment by Semi-Supervised Ensemble. - Shujian Huang; Kangxi Li; Xinyu Dai; Jiajun Chen 001 (CoNLL, 2010)

Dealing with Spurious Ambiguity in Learning ITG-based Word Alignment. - Shujian Huang; Stephan Vogel; Jiajun Chen 001 (ACL (2), 2011)

Transductive Minimum Error Rate Training for Statistical Machine Translation. - Yinggong Zhao; Shujie Liu 001; Yangsheng Ji; Jiajun Chen 001; Guodong Zhou (IJCNLP, 2011)

Language Model Weight Adaptation Based on Cross-entropy for Statistical Machine Translation. - Yinggong Zhao; Yangsheng Ji; Ning Xi 003; Shujian Huang; Jiajun Chen 001 (PACLIC, 2011)

An Optimization Viewpoint of Decision-Theoretic Rough Set Model. - Xiuyi Jia; Weiwei Li 001; Lin Shang 001; Jiajun Chen 001 (RSKT, 2011)

Incremental Versus Non-incremental: Data and Algorithms Based on Ordering Relations. - Xiuyi Jia; Lin Shang 001; Jiajun Chen 001; Xinyu Dai (Int. J. Comput. Intell. Syst., 2011)

Transfer Learning via Multi-View Principal Component Analysis. - Yangsheng Ji; Jiajun Chen 001; Gang Niu 001; Lin Shang 001; Xinyu Dai (J. Comput. Sci. Technol., 2011)

Adapting Conventional Chinese Word Segmenter for Segmenting Micro-blog Text: Combining Rule-based and Statistic-based Approaches. - Ning Xi 003; Bin Li 052; Guangchao Tang; Shujian Huang; Yinggong Zhao; Hao Zhou 012; Xinyu Dai; Jiajun Chen 001 (CIPS-SIGHAN, 2012)

Enhancing Statistical Machine Translation with Character Alignment. - Ning Xi 003; Guangchao Tang; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (ACL (2), 2012)

Web Based Collection and Comparison of Cognitive Properties in English and Chinese. - Bin Li 052; Jiajun Chen 001; Yingjie Zhang 002 (AKBC-WEKEX@NAACL-HLT, 2012)

NJU-Parser: Achievements on Semantic Dependency Parsing. - Guangchao Tang; Bin Li 052; Shuaishuai Xu; Xinyu Dai; Jiajun Chen 001 (SemEval@NAACL-HLT, 2012)

MIXCD: System Description for Evaluating Chinese Word Similarity at SemEval-2012. - Yingjie Zhang 002; Bin Li 052; Xinyu Dai; Jiajun Chen 001 (SemEval@NAACL-HLT, 2012)

Using Similes to Extract Basic Sentiments across Languages. - Bin Li 052; Haibo Kuang; Yingjie Zhang 002; Jiajun Chen 001; Xuri Tang (WISM, 2012)

Chinese Comparative Sentence Identification Based on the Combination of Rules and Statistics. - Quanchao Liu; Heyan Huang; Chen Zhang; Zhenzhao Chen; Jiajun Chen 001 (ADMA (2), 2013)

Forgetting Word Segmentation in Chinese Text Classification with L1-Regularized Logistic Regression. - Qiang Fu; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (PAKDD (2), 2013)

An Investigation on Statistical Machine Translation with Neural Language Models. - Yinggong Zhao; Shujian Huang; Huadong Chen; Jiajun Chen 001 (CCL, 2014)

Learning word embeddings from dependency relations. - Yinggong Zhao; Shujian Huang; Xinyu Dai; Jianbing Zhang; Jiajun Chen 001 (IALP, 2014)

Mapping Word Senses of Middle Ancient Chinese to WordNet. - Yingjie Zhang 002; Bin Li 052; Xiaoyu Wang; Xueyang Liu; Jiajun Chen 001 (WI-IAT (2), 2014)

Structured Sparsity with Group-Graph Regularization. - Xin-Yu Dai; Jianbing Zhang; Shujian Huang; Jiajun Chen 001; Zhi-Hua Zhou (AAAI, 2015)

Non-linear Learning for Statistical Machine Translation. - Shujian Huang; Huadong Chen; Xinyu Dai; Jiajun Chen 001 (ACL (1), 2015)

A Neural Probabilistic Structured-Prediction Model for Transition-Based Dependency Parsing. - Hao Zhou 012; Yue Zhang 004; Shujian Huang; Jiajun Chen 001 (ACL (1), 2015)

A Unified Framework for Jointly Learning Distributed Representations of Word and Attributes. - Liqiang Niu; Xin-Yu Dai; Shujian Huang; Jiajun Chen 001 (ACML, 2015)

Sentiment Classification with Graph Sparsity Regularization. - Xinyu Dai; Chuan Cheng; Shujian Huang; Jiajun Chen 001 (CICLing (2), 2015)

Academic Paper Recommendation Based on Heterogeneous Graph. - Linlin Pan; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (CCL, 2015)

Topic2Vec: Learning distributed representations of topics. - Liqiang Niu; Xinyu Dai; Jianbing Zhang; Jiajun Chen 001 (IALP, 2015)

A Synthetic Approach for Recommendation: Combining Ratings, Social Relations, and Reviews. - Guang-Neng Hu; Xin-Yu Dai; Yunya Song; Shujian Huang; Jiajun Chen 001 (IJCAI, 2015)

Word Segmentation of Micro Blogs with Bagging. - Zhenting Yu; Xin-Yu Dai; Si Shen; Shujian Huang; Jiajun Chen 001 (NLPCC, 2015)

Resolving Coordinate Structures for Chinese Constituent Parsing. - Yichu Zhou; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (NLPCC, 2015)

A Search-Based Dynamic Reranking Model for Dependency Parsing. - Hao Zhou 012; Yue Zhang 004; Shujian Huang; Junsheng Zhou; Xinyu Dai; Jiajun Chen 001 (ACL (1), 2016)

Tree-State Based Rule Selection Models for Hierarchical Phrase-Based Machine Translation. - Shujian Huang; Huifeng Sun; Chengqi Zhao; Jinsong Su; Xin-Yu Dai; Jiajun Chen 001 (IJCAI, 2016)

Tagging Chinese microblogger via sparse feature selection. - Di Shang; Xinyu Dai; Shujian Huang; Yi Li; Jiajun Chen 001 (IJCNN, 2016)

Evaluating a Deterministic Shift-Reduce Neural Parser for Constituent Parsing. - Hao Zhou 012; Yue Zhang 004; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (LREC, 2016)

PRIMT: A Pick-Revise Framework for Interactive Machine Translation. - Shanbo Cheng; Shujian Huang; Huadong Chen; Xinyu Dai; Jiajun Chen 001 (HLT-NAACL, 2016)

Adaptation of Language Models for SMT Using Neural Networks with Topic Information. - Yinggong Zhao; Shujian Huang; Xin-Yu Dai; Jiajun Chen 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016)

Enhancing Shift-Reduce Constituent Parsing with Action N-Gram Model. - Hao Zhou 012; Shujian Huang; Junsheng Zhou; Yue Zhang 004; Huadong Chen; Xinyu Dai; Chuan Cheng; Jiajun Chen 001 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016)

Improved Neural Machine Translation with a Syntax-Aware Encoder and Decoder. - Huadong Chen; Shujian Huang; David Chiang 001; Jiajun Chen 001 (ACL (1), 2017)

Chunk-Based Bi-Scale Decoder for Neural Machine Translation. - Hao Zhou 012; Zhaopeng Tu; Shujian Huang; Xiaohua Liu; Hang Li 001; Jiajun Chen 001 (ACL (2), 2017)

A Multi-view Clustering Model for Event Detection in Twitter. - Di Shang; Xin-Yu Dai; Weiyi Ge; Shujian Huang; Jiajun Chen 001 (CICLing (2), 2017)

Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation. - Huadong Chen; Shujian Huang; David Chiang 001; Xin-Yu Dai; Jiajun Chen 001 (CoNLL, 2017)

RGraph: Generating Reference Graphs for Better Machine Translation Evaluation. - Hongjie Ji; Shujian Huang; Qi Hou; Cunyan Yin; Jiajun Chen 001 (CWMT, 2017)

Neural Machine Translation with Word Predictions. - Rongxiang Weng; Shujian Huang; Zaixiang Zheng; Xin-Yu Dai; Jiajun Chen 001 (EMNLP, 2017)

Word-Context Character Embeddings for Chinese Word Segmentation. - Hao Zhou 012; Zhenting Yu; Yue Zhang 004; Shujian Huang; Xin-Yu Dai; Jiajun Chen 001 (EMNLP, 2017)

Deep Matrix Factorization Models for Recommender Systems. - Hong-Jian Xue; Xinyu Dai; Jianbing Zhang; Shujian Huang; Jiajun Chen 001 (IJCAI, 2017)

AGRA: An Analysis-Generation-Ranking Framework for Automatic Abbreviation from Paper Titles. - Jianbing Zhang; Yixin Sun; Shujian Huang; Cam-Tu Nguyen; Xiaoliang Wang 001; Xinyu Dai; Jiajun Chen 001; Yang Yu 001 (IJCAI, 2017)

Going Wider: Recurrent Neural Network With Parallel Cells. - Danhao Zhu; Si Shen; Xin-Yu Dai; Jiajun Chen 001 (CoRR, 2017)

A Neural Probabilistic Structured-Prediction Method for Transition-Based Natural Language Processing. - Hao Zhou 012; Yue Zhang 004; Chuan Cheng; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (J. Artif. Intell. Res., 2017)

PQAC-WN: constructing a wordnet for Pre-Qin ancient Chinese. - Yingjie Zhang 002; Bin Li 052; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (Lang. Resour. Evaluation, 2017)

Improving Review Representations With User Attention and Product Attention for Sentiment Classification. - Zhen Wu 002; Xin-Yu Dai; Cunyan Yin; Shujian Huang; Jiajun Chen 001 (AAAI, 2018)

Dynamic Oracle for Neural Machine Translation in Decoding Phase. - Zi-Yi Dou; Hao Zhou 012; Shujian Huang; Xin-Yu Dai; Jiajun Chen 001 (LREC, 2018)

Combining Character and Word Information in Neural Machine Translation Using a Multi-Level Attention. - Huadong Chen; Shujian Huang; David Chiang 001; Xinyu Dai; Jiajun Chen 001 (NAACL-HLT, 2018)

Improving Aspect Identification with Reviews Segmentation. - Tianhao Ning; Zhen Wu 002; Xin-Yu Dai; Jiajun Huang; Shujian Huang; Jiajun Chen 001 (NLPCC (1), 2018)

Learning to Discriminate Noises for Incorporating External Information in Neural Machine Translation. - Zaixiang Zheng; Shujian Huang; Zewei Sun; Rongxiang Weng; Xin-Yu Dai; Jiajun Chen 001 (CoRR, 2018)

Modeling Past and Future for Neural Machine Translation. - Zaixiang Zheng; Hao Zhou 012; Shujian Huang; Lili Mou; Xinyu Dai; Jiajun Chen 001; Zhaopeng Tu (Trans. Assoc. Comput. Linguistics, 2018)

Collaborative Filtering with Topic and Social Latent Factors Incorporating Implicit Feedback. - Guang-Neng Hu; Xinyu Dai; Feng-Yu Qiu; Rui Xia; Tao Li 001; Shujian Huang; Jiajun Chen 001 (ACM Trans. Knowl. Discov. Data, 2018)

Generating Sentences from Disentangled Syntactic and Semantic Spaces. - Yu Bao; Hao Zhou 012; Shujian Huang; Lei Li 005; Lili Mou; Olga Vechtomova; Xin-Yu Dai; Jiajun Chen 001 (ACL (1), 2019)

Learning Representation Mapping for Relation Detection in Knowledge Base Question Answering. - Peng Wu; Shujian Huang; Rongxiang Weng; Zaixiang Zheng; Jianbing Zhang; Xiaohui Yan; Jiajun Chen 001 (ACL (1), 2019)

Improving Bilingual Lexicon Induction on Distant Language Pairs. - Wenhao Zhu; Zhi-Hao Zhou; Shujian Huang; Zhenya Lin; Xiangsheng Zhou; Yaofeng Tu; Jiajun Chen 001 (CCMT, 2019)

Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation. - Huiyun Yang; Shujian Huang; Xin-Yu Dai; Jiajun Chen 001 (EMNLP/IJCNLP (1), 2019)

Dynamic Past and Future for Neural Machine Translation. - Zaixiang Zheng; Shujian Huang; Zhaopeng Tu; Xin-Yu Dai; Jiajun Chen 001 (EMNLP/IJCNLP (1), 2019)

Correct-and-Memorize: Learning to Translate from Interactive Revisions. - Rongxiang Weng; Hao Zhou 012; Shujian Huang; Lei Li 005; Yifan Xia; Jiajun Chen 001 (IJCAI, 2019)

Utilizing Non-Parallel Text for Style Transfer by Making Partial Comparisons. - Di Yin; Shujian Huang; Xin-Yu Dai; Jiajun Chen 001 (IJCAI, 2019)

Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling. - Zhifang Fan; Zhen Wu 002; Xin-Yu Dai; Shujian Huang; Jiajun Chen 001 (NAACL-HLT (1), 2019)

Online Distilling from Checkpoints for Neural Machine Translation. - Hao-Ran Wei; Shujian Huang; Ran Wang 010; Xin-Yu Dai; Jiajun Chen 001 (NAACL-HLT (1), 2019)

Exploiting Noisy Data in Distant Supervision Relation Classification. - Kaijia Yang; Liang He 009; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (NAACL-HLT (1), 2019)

PCANE: Preserving Context Attributes for Network Embedding. - Danhao Zhu; Xinyu Dai; Kaijia Yang; Jiajun Chen 001; Yong He (PAKDD (3), 2019)

Adversarial Sub-sequence for Text Generation. - Xingyuan Chen; Yanzhe Li; Peng Jin; Jiuhua Zhang; Xinyu Dai; Jiajun Chen 001; Gang Song (CoRR, 2019)

Improving Neural Machine Translation with Pre-trained Representation. - Rongxiang Weng; Heng Yu 006; Shujian Huang; Weihua Luo; Jiajun Chen 001 (CoRR, 2019)

The Detection of Distributional Discrepancy for Text Generation. - Xingyuan Chen; Ping Cai; Peng Jin; Haokun Du; Hongjun Wang 002; Xingyu Dai; Jiajun Chen 001 (CoRR, 2019)

Pre-train and Learn: Preserve Global Information for Graph Neural Networks. - Danhao Zhu; Xin-Yu Dai; Jiajun Chen 001 (CoRR, 2019)

Multi-Perspective Inferrer: Reasoning Sentences Relationship from Holistic Perspective. - Zhen Cheng; Zaixiang Zheng; Xin-Yu Dai; Shujian Huang; Jiajun Chen 001 (CoRR, 2019)

A Reinforced Generation of Adversarial Samples for Neural Machine Translation. - Wei Zou; Shujian Huang; Jun Xie; Xinyu Dai; Jiajun Chen 001 (CoRR, 2019)

Non-autoregressive Transformer by Position Learning. - Yu Bao; Hao Zhou 012; Jiangtao Feng; Mingxuan Wang; Shujian Huang; Jiajun Chen 001; Lei Li 005 (CoRR, 2019)

Representing anything from scholar papers. - Danhao Zhu; Xin-Yu Dai; Jiajun Chen 001 (J. Web Semant., 2019)

Generating Diverse Translation by Manipulating Multi-Head Attention. - Zewei Sun; Shujian Huang; Hao-Ran Wei; Xinyu Dai; Jiajun Chen 001 (AAAI, 2020)

GRET: Global Representation Enhanced Transformer. - Rongxiang Weng; Hao-Ran Wei; Shujian Huang; Heng Yu 006; Lidong Bing; Weihua Luo; Jiajun Chen 001 (AAAI, 2020)

Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction. - Zhen Wu 002; Fei Zhao 012; Xin-Yu Dai; Shujian Huang; Jiajun Chen 001 (AAAI, 2020)

Explicit Semantic Decomposition for Definition Generation. - Jiahuan Li; Yu Bao; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (ACL, 2020)

Dialogue State Tracking with Explicit Slot Connection Modeling. - Yawen Ouyang; Moxin Chen; Xinyu Dai; Yinggong Zhao; Shujian Huang; Jiajun Chen 001 (ACL, 2020)

A Reinforced Generation of Adversarial Examples for Neural Machine Translation. - Wei Zou; Shujian Huang; Jun Xie; Xinyu Dai; Jiajun Chen 001 (ACL, 2020)

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

NJUNLP's Machine Translation System for CCMT-2020 Uighur $ rightarrow $ Chinese Translation Task. - Dongqi Wang 005; Zihan Liu; Qingnan Jiang; Zewei Sun; Shujian Huang; Jiajun Chen 001 (CCMT, 2020)

Enhance Prototypical Network with Text Descriptions for Few-shot Relation Classification. - Kaijia Yang; Nantao Zheng; Xinyu Dai; Liang He 009; Shujian Huang; Jiajun Chen 001 (CIKM, 2020)

Mirror-Generative Neural Machine Translation. - Zaixiang Zheng; Hao Zhou 012; Shujian Huang; Lei Li 005; Xin-Yu Dai; Jiajun Chen 001 (ICLR, 2020)

Towards Making the Most of Context in Neural Machine Translation. - Zaixiang Zheng; Xiang Yue; Shujian Huang; Jiajun Chen 001; Alexandra Birch (IJCAI, 2020)

Learning to Generate Personalized Query Auto-Completions via a Multi-View Multi-Task Attentive Approach. - Di Yin; Jiwei Tan; Zhe Zhang; Hongbo Deng; Shujian Huang; Jiajun Chen 001 (KDD, 2020)

Transformer-Based Multi-aspect Modeling for Multi-aspect Multi-sentiment Analysis. - Zhen Wu 002; Chengcan Ying; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (NLPCC (2), 2020)

Opinion Transmission Network for Jointly Improving Aspect-Oriented Opinion Words Extraction and Sentiment Classification. - Chengcan Ying; Zhen Wu 002; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (NLPCC (1), 2020)

MSGE: A Multi-step Gated Model for Knowledge Graph Completion. - Chunyang Tan; Kaijia Yang; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (PAKDD (1), 2020)

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

Toward Making the Most of Context in Neural Machine Translation. - Zaixiang Zheng; Xiang Yue; Shujian Huang; Jiajun Chen 001; Alexandra Birch (CoRR, 2020)

A Discriminator Improves Unconditional Text Generation without Updating the Generator. - Xingyuan Chen; Ping Cai; Peng Jin; Hongjun Wang 002; Xinyu Dai; Jiajun Chen 001 (CoRR, 2020)

Prompt Agnostic Essay Scorer: A Domain Generalization Approach to Cross-prompt Automated Essay Scoring. - Robert Ridley; Liang He 009; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (CoRR, 2020)

Capturing Longer Context for Document-level Neural Machine Translation: A Multi-resolutional Approach. - Zewei Sun; Mingxuan Wang; Hao Zhou 012; Chengqi Zhao; Shujian Huang; Jiajun Chen 001; Lei Li 005 (CoRR, 2020)

FDMT: A Benchmark Dataset for Fine-grained Domain Adaptation in Machine Translation. - Wenhao Zhu; Shujian Huang; Tong Pu; Xu Zhang; Jian Yu; Wei Chen 071; Yanfeng Wang; Jiajun Chen 001 (CoRR, 2020)

Improving Self-Attention Networks With Sequential Relations. - Zaixiang Zheng; Shujian Huang; Rongxiang Weng; Xin-Yu Dai; Jiajun Chen 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs. - Jiajun Chen 001; Huarui He; Feng Wu 001; Jie Wang 005 (AAAI, 2021)

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)

Automated Cross-prompt Scoring of Essay Traits. - Robert Ridley; Liang He 009; Xin-Yu Dai; Shujian Huang; Jiajun Chen 001 (AAAI, 2021)

When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation. - Jiahuan Li; Yutong Shen; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (ACL/IJCNLP (2), 2021)

Energy-based Unknown Intent Detection with Data Manipulation. - Yawen Ouyang; Jiasheng Ye; Yu Chen; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (ACL/IJCNLP (Findings), 2021)

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

Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification. - Ran Wang 010; Xi'ao Su; Siyu Long; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (EMNLP (1), 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)

Non-Autoregressive Translation by Learning Target Categorical Codes. - Yu Bao; Shujian Huang; Tong Xiao; Dongqi Wang 005; Xinyu Dai; Jiajun Chen 001 (NAACL-HLT, 2021)

ConE: Cone Embeddings for Multi-Hop Reasoning over Knowledge Graphs. - Zhanqiu Zhang; Jie Wang 005; Jiajun Chen 001; Shuiwang Ji; Feng Wu 001 (NeurIPS, 2021)

Duplex Sequence-to-Sequence Learning for Reversible Machine Translation. - Zaixiang Zheng; Hao Zhou 012; Shujian Huang; Jiajun Chen 001; Jingjing Xu 001; Lei Li 005 (NeurIPS, 2021)

Dual Side Deep Context-aware Modulation for Social Recommendation. - Bairan Fu; Wenming Zhang; Guangneng Hu; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (WWW, 2021)

Sampling informative context nodes for network embedding. - Danhao Zhu; Xin-Yu Dai; Jiajun Chen 001; Jie Yin (Sci. China Inf. Sci., 2021)

Technical Report of Team GraphMIRAcles in the WikiKG90M-LSC Track of OGB-LSC @ KDD Cup 2021. - Jianyu Cai; Jiajun Chen 001; Taoxing Pan; Zhanqiu Zhang; Jie Wang 005 (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)

Adversarial subsequences for unconditional text generation. - Xingyuan Chen; Peng Jin; Yanzhe Li; Jiuhua Zhang; Xinyu Dai; Jiajun Chen 001 (Comput. Speech Lang., 2021)

Integrating heterogeneous thesauruses for Chinese synonyms. - Jianbing Zhang; Peng Wu; Yingjie Zhang 002; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (Frontiers Comput. Sci., 2021)

Pre-Train and Learn: Preserving Global Information for Graph Neural Networks. - Danhao Zhu; Xin-Yu Dai; Jiajun Chen 001 (J. Comput. Sci. Technol., 2021)

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)

latent-GLAT: Glancing at Latent Variables for Parallel Text Generation. - Yu Bao; Hao Zhou 012; Shujian Huang; Dongqi Wang 005; Lihua Qian; Xinyu Dai; Jiajun Chen 001; Lei Li 005 (ACL (1), 2022)

Rethinking Document-level Neural Machine Translation. - Zewei Sun; Mingxuan Wang; Hao Zhou 012; Chengqi Zhao; Shujian Huang; Jiajun Chen 001; Lei Li 005 (ACL (Findings), 2022)

BiTIIMT: A Bilingual Text-infilling Method for Interactive Machine Translation. - Yanling Xiao; Lemao Liu; Guoping Huang; Qu Cui; Shujian Huang; Shuming Shi 001; Jiajun Chen 001 (ACL (1), 2022)

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

Towards Multi-label Unknown Intent Detection. - Yawen Ouyang; Zhen Wu 002; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (COLING, 2022)

Alleviating the Inequality of Attention Heads for Neural Machine Translation. - Zewei Sun; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (COLING, 2022)

Learning from Adjective-Noun Pairs: A Knowledge-enhanced Framework for Target-Oriented Multimodal Sentiment Classification. - Fei Zhao 012; Zhen Wu 002; Siyu Long; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (COLING, 2022)

Hyperbolic Personalized Tag Recommendation. - Weibin Zhao; Aoran Zhang 001; Lin Shang 001; Yonghong Yu; Li Zhang 013; Can Wang 004; Jiajun Chen 001; Hongzhi Yin (DASFAA (2), 2022)

Probing Cross-modal Semantics Alignment Capability from the Textual Perspective. - Zheng Ma; Shi Zong; Mianzhi Pan; Jianbing Zhang; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (EMNLP (Findings), 2022)

Structure-Unified M-Tree Coding Solver for Math Word Problem. - Bin Wang 016; Jiangzhou Ju; Yang Fan; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (EMNLP, 2022)

FGraDA: A Dataset and Benchmark for Fine-Grained Domain Adaptation in Machine Translation. - Wenhao Zhu; Shujian Huang; Tong Pu; Pingxuan Huang; Xu Zhang; Jian Yu; Wei Chen 071; Yanfeng Wang; Jiajun Chen 001 (LREC, 2022)

Analyzing the Intensity of Complaints on Social Media. - Ming Fang; Shi Zong; Jing Li 049; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (NAACL-HLT (Findings), 2022)

ADS-Cap: A Framework for Accurate and Diverse Stylized Captioning with Unpaired Stylistic Corpora. - Kanzhi Cheng; Zheng Ma; Shi Zong; Jianbing Zhang; Xinyu Dai; Jiajun Chen 001 (NLPCC (1), 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)

The detection of distributional discrepancy for language GANs. - Xingyuan Chen; Peng Jin; Ping Cai; Hongjun Wang 002; Xinyu Dai; Jiajun Chen 001 (Connect. Sci., 2022)

Exploiting Global Semantic Similarities in Knowledge Graphs by Relational Prototype Entities. - Xueliang Wang; Jiajun Chen 001; Feng Wu 001; Jie Wang 005 (CoRR, 2022)

A Numerical Reasoning Question Answering System with Fine-grained Retriever and the Ensemble of Multiple Generators for FinQA. - Bin Wang 016; Jiangzhou Ju; Yunlin Mao; Xin-Yu Dai; Shujian Huang; Jiajun Chen 001 (CoRR, 2022)

Structure-Unified M-Tree Coding Solver for MathWord Problem. - Bin Wang 016; Jiangzhou Ju; Yang Fan; Xinyu Dai; Shujian Huang; Jiajun Chen 001 (CoRR, 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)

BLEURT Has Universal Translations: An Analysis of Automatic Metrics by Minimum Risk Training. - Yiming Yan; Tao Wang 086; Chengqi Zhao; Shujian Huang; Jiajun Chen 001; Mingxuan Wang (ACL (1), 2023)

Local Interpretation of Transformer Based on Linear Decomposition. - Sen Yang; Shujian Huang; Wei Zou; Jianbing Zhang; Xinyu Dai; Jiajun Chen 001 (ACL (1), 2023)

What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation. - Wenhao Zhu; Shujian Huang; Yunzhe Lv; Xin Zheng; Jiajun Chen 001 (ACL (Findings), 2023)

INK: Injecting kNN Knowledge in Nearest Neighbor Machine Translation. - Wenhao Zhu; Jingjing Xu 001; Shujian Huang; Lingpeng Kong; Jiajun Chen 001 (ACL (1), 2023)

Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention. - Changjiang Gao; Shujian Huang; Jixing Li; Jiajun Chen 001 (EMNLP (Findings), 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)

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)

Food-500 Cap: A Fine-Grained Food Caption Benchmark for Evaluating Vision-Language Models. - Zheng Ma; Mianzhi Pan; Wenhan Wu; Kanzhi Cheng; Jianbing Zhang; Shujian Huang; Jiajun Chen 001 (ACM Multimedia, 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)

Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions. - Jiahuan Li; Hao Zhou 012; Shujian Huang; Shanbo Chen; Jiajun Chen 001 (CoRR, 2023)

Extrapolating Large Language Models to Non-English by Aligning Languages. - Wenhao Zhu; Yunzhe Lv; Qingxiu Dong; Fei Yuan 006; Jingjing Xu 001; Shujian Huang; Lingpeng Kong; Jiajun Chen 001; Lei Li 005 (CoRR, 2023)

Learning Complete Topology-Aware Correlations Between Relations for Inductive Link Prediction. - Jie Wang 005; Hanzhu Chen; Qitan Lv; Zhihao Shi; Jiajun Chen 001; Huarui He; Hongtao Xie; Yongdong Zhang 001; Feng Wu 001 (CoRR, 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)

Towards Better Chain-of-Thought Prompting Strategies: A Survey. - Zihan Yu; Liang He 009; Zhen Wu 002; Xinyu Dai; Jiajun Chen 001 (CoRR, 2023)

Exploring the Dialogue Comprehension Ability of Large Language Models. - Shuaijie She; Shujian Huang; Xingyun Wang; Yanke Zhou; Jiajun Chen 001 (CoRR, 2023)

Personalized tag recommendation via denoising auto-encoder. - Weibin Zhao; Lin Shang 001; Yonghong Yu; Li Zhang 013; Can Wang 004; Jiajun Chen 001 (World Wide Web (WWW), 2023)

A Hierarchical Network for Multimodal Document-Level Relation Extraction. - Lingxing Kong; Jiuliang Wang; Zheng Ma; Qifeng Zhou; Jianbing Zhang; Liang He 009; Jiajun Chen 001 (AAAI, 2024)

Measuring Meaning Composition in the Human Brain with Composition Scores from Large Language Models. - Changjiang Gao; Jixing Li; Jiajun Chen 001; Shujian Huang (ACL (1), 2024)

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)

Question Translation Training for Better Multilingual Reasoning. - Wenhao Zhu; Shujian Huang; Fei Yuan 006; Shuaijie She; Jiajun Chen 001; Alexandra Birch (ACL (Findings), 2024)

MixRED: A Mix-lingual Relation Extraction Dataset. - Lingxing Kong; Yougang Chu; Zheng Ma; Jianbing Zhang; Liang He 009; Jiajun Chen 001 (LREC/COLING, 2024)

kNN-BOX: A Unified Framework for Nearest Neighbor Generation. - Wenhao Zhu; Qianfeng Zhao; Yunzhe Lv; Shujian Huang; Siheng Zhao; Sizhe Liu; Jiajun Chen 001 (EACL (Demonstrations), 2024)

Large Language Models are Limited in Out-of-Context Knowledge Reasoning. - Peng Hu; Changjiang Gao; Ruiqi Gao; Jiajun Chen 001; Shujian Huang (EMNLP (Findings), 2024)

Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge. - Jiahuan Li; Yiqing Cao; Shujian Huang; Jiajun Chen 001 (EMNLP, 2024)

PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment. - Jiahuan Li; Shujian Huang; Aarron Ching; Xinyu Dai; Jiajun Chen 001 (EMNLP, 2024)

Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners. - Shimao Zhang; Changjiang Gao; Wenhao Zhu; Jiajun Chen 001; Xin Huang; Xue Han; Junlan Feng; Chao Deng; Shujian Huang (EMNLP, 2024)

Multilingual Contrastive Decoding via Language-Agnostic Layers Skipping. - Wenhao Zhu; Sizhe Liu; Shujian Huang; Shuaijie She; Chris Wendler; Jiajun Chen 001 (EMNLP (Findings), 2024)

EmoRED: A Dataset for Relation Extraction in Texts with Emoticons. - Lingxing Kong; Zheng Ma; Jianbing Zhang; Liang He 009; Jiajun Chen 001 (ICASSP, 2024)

Focus & Gating: A Multimodal Approach for Unveiling Relations in Noisy Social Media. - Liang He 009; Hongke Wang; Zhen Wu 002; Jianbing Zhang; Xinyu Dai; Jiajun Chen 001 (ACM Multimedia, 2024)

Hallu-PI: Evaluating Hallucination in Multi-modal Large Language Models within Perturbed Inputs. - Peng Ding 001; Jingyu Wu; Jun Kuang; Dan Ma 008; Xuezhi Cao; Xunliang Cai; Shi Chen 005; Jiajun Chen 001; Shujian Huang (ACM Multimedia, 2024)

A Wolf in Sheep's Clothing: Generalized Nested Jailbreak Prompts can Fool Large Language Models Easily. - Peng Ding 001; Jun Kuang; Dan Ma 008; Xuezhi Cao; Yunsen Xian; Jiajun Chen 001; Shujian Huang (NAACL-HLT, 2024)

Multilingual Pretraining and Instruction Tuning Improve Cross-Lingual Knowledge Alignment, But Only Shallowly. - Changjiang Gao; Hongda Hu; Peng Hu; Jiajun Chen 001; Jixing Li; Shujian Huang (NAACL-HLT, 2024)

MT-PATCHER: Selective and Extendable Knowledge Distillation from Large Language Models for Machine Translation. - Jiahuan Li; Shanbo Cheng; Shujian Huang; Jiajun Chen 001 (NAACL-HLT, 2024)

Exploring the Factual Consistency in Dialogue Comprehension of Large Language Models. - Shuaijie She; Shujian Huang; Xingyun Wang; Yanke Zhou; Jiajun Chen 001 (NAACL-HLT, 2024)

Multilingual Machine Translation with Large Language Models: Empirical Results and Analysis. - Wenhao Zhu; Hongyi Liu 008; Qingxiu Dong; Jingjing Xu 001; Shujian Huang; Lingpeng Kong; Jiajun Chen 001; Lei Li 005 (NAACL-HLT (Findings), 2024)

Multi-Candidate Speculative Decoding. - Sen Yang; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (CoRR, 2024)

Cobra Effect in Reference-Free Image Captioning Metrics. - Zheng Ma; Changxin Wang; Yawen Ouyang; Fei Zhao 012; Jianbing Zhang; Shujian Huang; Jiajun Chen 001 (CoRR, 2024)

Enforcing Paraphrase Generation via Controllable Latent Diffusion. - Wei Zou; Ziyuan Zhuang; Shujian Huang; Jia Liu; Jiajun Chen 001 (CoRR, 2024)

The Power of Question Translation Training in Multilingual Reasoning: Broadened Scope and Deepened Insights. - Wenhao Zhu; Shujian Huang; Fei Yuan 006; Cheng Chen; Jiajun Chen 001; Alexandra Birch (CoRR, 2024)

Large Language Models are Good Spontaneous Multilingual Learners: Is the Multilingual Annotated Data Necessary? - Shimao Zhang; Changjiang Gao; Wenhao Zhu; Jiajun Chen 001; Xin Huang; Xue Han; Junlan Feng; Chao Deng; Shujian Huang (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)

Limited Out-of-Context Knowledge Reasoning in Large Language Models. - Peng Hu; Changjiang Gao; Ruiqi Gao; Jiajun Chen 001; Shujian Huang (CoRR, 2024)

PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment. - Jiahuan Li; Shujian Huang; Xinyu Dai; Jiajun Chen 001 (CoRR, 2024)

Eliciting the Translation Ability of Large Language Models via Multilingual Finetuning with Translation Instructions. - Jiahuan Li; Hao Zhou 012; Shujian Huang; Shanbo Cheng; Jiajun Chen 001 (Trans. Assoc. Comput. Linguistics, 2024)

MoE-LPR: Multilingual Extension of Large Language Models Through Mixture-of-Experts with Language Priors Routing. - Hao Zhou 012; Zhijun Wang; Shujian Huang; Xin Huang; Xue Han; Junlan Feng; Chao Deng; Weihua Luo; Jiajun Chen 001 (AAAI, 2025)

Why Not Act on What You Know? Unleashing Safety Potential of LLMs via Self-Aware Guard Enhancement. - Peng Ding 001; Jun Kuang; ZongYu Wang; Xuezhi Cao; Xunliang Cai; Jiajun Chen 001; Shujian Huang (ACL (Findings), 2025)

TRANS-ZERO: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data. - Wei Zou; Sen Yang; Yu Bao; Shujian Huang; Jiajun Chen 001; Shanbo Cheng (ACL (Findings), 2025)

Rethinking Relation Extraction: Beyond Shortcuts to Generalization with a Debiased Benchmark. - Liang He 009; Yougang Chu; Zhen Wu 002; Jianbing Zhang; Xinyu Dai; Jiajun Chen 001 (CoRR, 2025)

Extend Adversarial Policy Against Neural Machine Translation via Unknown Token. - Wei Zou; Shujian Huang; Jiajun Chen 001 (CoRR, 2025)

Generalizing From Short to Long: Effective Data Synthesis for Long-Context Instruction Tuning. - Wenhao Zhu; Pinzhen Chen; Hanxu Hu; Shujian Huang; Fei Yuan 006; Jiajun Chen 001; Alexandra Birch (CoRR, 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)

Understanding LLMs' Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From. - Changjiang Gao; Hankun Lin; Shujian Huang; Xin Huang; Xue Han; Junlan Feng; Chao Deng; Jiajun Chen 001 (CoRR, 2025)

Why Not Act on What You Know? Unleashing Safety Potential of LLMs via Self-Aware Guard Enhancement. - Peng Ding 001; Jun Kuang; Zongyu Wang; Xuezhi Cao; Xunliang Cai; Jiajun Chen 001; Shujian Huang (CoRR, 2025)

How does Alignment Enhance LLMs' Multilingual Capabilities? A Language Neurons Perspective. - Shimao Zhang; Zhejian Lai; Xiang Liu 023; Shuaijie She; Xiao Liu; Yeyun Gong; Shujian Huang; Jiajun Chen 001 (CoRR, 2025)