Converting Continuous-Space Language Models into N-Gram Language Models for Statistical Machine Translation. - Rui Wang 015; Masao Utiyama; Isao Goto; Eiichiro Sumita; Hai Zhao 001; Bao-Liang Lu (EMNLP, 2013)

Neural Network Based Bilingual Language Model Growing for Statistical Machine Translation. - Rui Wang 015; Hai Zhao 001; Bao-Liang Lu; Masao Utiyama; Eiichiro Sumita (EMNLP, 2014)

A novel word reordering method for statistical machine translation. - Shuo Zang; Hai Zhao 001; Chunyang Wu; Rui Wang 015 (FSKD, 2015)

Neural Network Language Model for Chinese Pinyin Input Method Engine. - Shenyuan Chen; Hai Zhao 001; Rui Wang 015 (PACLIC, 2015)

A Machine Learning Method to Distinguish Machine Translation from Human Translation. - Yitong Li; Rui Wang 015; Hai Zhao 001 (PACLIC, 2015)

English to Chinese Translation: How Chinese Character Matters. - Rui Wang 015; Hai Zhao 001; Bao-Liang Lu (PACLIC, 2015)

Bilingual Continuous-Space Language Model Growing for Statistical Machine Translation. - Rui Wang 015; Hai Zhao 001; Bao-Liang Lu; Masao Utiyama; Eiichiro Sumita (IEEE ACM Trans. Audio Speech Lang. Process., 2015)

Connecting Phrase based Statistical Machine Translation Adaptation. - Rui Wang 015; Hai Zhao 001; Bao-Liang Lu; Masao Utiyama; Eiichiro Sumita (COLING, 2016)

A Bilingual Graph-Based Semantic Model for Statistical Machine Translation. - Rui Wang 015; Hai Zhao 001; Sabine Ploux; Bao-Liang Lu; Masao Utiyama (IJCAI, 2016)

Real-time video stylization using spatial-temporal gabor filtering. - Rui Wang 015; Ping Li 016; Bin Sheng 001; Hanqiu Sun; Enhua Wu (VRCAI, 2016)

A Novel Bilingual Word Embedding Method for Lexical Translation Using Bilingual Sense Clique. - Rui Wang 015; Hai Zhao 001; Sabine Ploux; Bao-Liang Lu; Masao Utiyama (CoRR, 2016)

Converting Continuous-Space Language Models into N-gram Language Models with Efficient Bilingual Pruning for Statistical Machine Translation. - Rui Wang 015; Masao Utiyama; Isao Goto; Eiichiro Sumita; Hai Zhao 001; Bao-Liang Lu (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016)

Sentence Embedding for Neural Machine Translation Domain Adaptation. - Rui Wang 015; Andrew M. Finch; Masao Utiyama; Eiichiro Sumita (ACL (2), 2017)

Neural Machine Translation with Source Dependency Representation. - Kehai Chen; Rui Wang 015; Masao Utiyama; Lemao Liu; Akihiro Tamura; Eiichiro Sumita; Tiejun Zhao (EMNLP, 2017)

Instance Weighting for Neural Machine Translation Domain Adaptation. - Rui Wang 015; Masao Utiyama; Lemao Liu; Kehai Chen; Eiichiro Sumita (EMNLP, 2017)

Context-Aware Smoothing for Neural Machine Translation. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (IJCNLP(1), 2017)

Retinal optic disc localization using convergence tracking of blood vessels. - Rui Wang 015; Linghan Zheng; Chaoqun Xiong; Chunfang Qiu; Huating Li; Xuhong Hou; Bin Sheng 001; Ping Li 016; Qiang Wu (Multim. Tools Appl., 2017)

Syntax-Directed Attention for Neural Machine Translation. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (AAAI, 2018)

Dynamic Sentence Sampling for Efficient Training of Neural Machine Translation. - Rui Wang 015; Masao Utiyama; Eiichiro Sumita (ACL (2), 2018)

English-Myanmar NMT and SMT with Pre-ordering: NICT's Machine Translation Systems at WAT-2018. - Rui Wang 015; Chenchen Ding; Masao Utiyama; Eiichiro Sumita (WAT@PACLIC, 2018)

A Survey of Domain Adaptation for Neural Machine Translation. - Chenhui Chu; Rui Wang 015 (COLING, 2018)

Exploring Recombination for Efficient Decoding of Neural Machine Translation. - Zhisong Zhang; Rui Wang 015; Masao Utiyama; Eiichiro Sumita; Hai Zhao 001 (EMNLP, 2018)

NICT's Neural and Statistical Machine Translation Systems for the WMT18 News Translation Task. - Benjamin Marie; Rui Wang 015; Atsushi Fujita; Masao Utiyama; Eiichiro Sumita (WMT (shared task), 2018)

NICT's Corpus Filtering Systems for the WMT18 Parallel Corpus Filtering Task. - Rui Wang 015; Benjamin Marie; Masao Utiyama; Eiichiro Sumita (WMT (shared task), 2018)

Graph-Based Bilingual Word Embedding for Statistical Machine Translation. - Rui Wang 015; Hai Zhao 001; Sabine Ploux; Bao-Liang Lu; Masao Utiyama; Eiichiro Sumita (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2018)

A Neural Approach to Source Dependence Based Context Model for Statistical Machine Translation. - Kehai Chen; Tiejun Zhao; Muyun Yang; Lemao Liu; Akihiro Tamura; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Sentence Selection and Weighting for Neural Machine Translation Domain Adaptation. - Rui Wang 015; Masao Utiyama; Andrew M. Finch; Lemao Liu; Kehai Chen; Eiichiro Sumita (IEEE ACM Trans. Audio Speech Lang. Process., 2018)

Neural Machine Translation with Reordering Embeddings. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (ACL (1), 2019)

Unsupervised Bilingual Word Embedding Agreement for Unsupervised Neural Machine Translation. - Haipeng Sun; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (ACL (1), 2019)

Lattice-Based Transformer Encoder for Neural Machine Translation. - Fengshun Xiao; Jiangtong Li; Hai Zhao 001; Rui Wang 015; Kehai Chen (ACL (1), 2019)

Sentence-Level Agreement for Neural Machine Translation. - Mingming Yang; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Min Zhang 005; Tiejun Zhao (ACL (1), 2019)

English-Myanmar Supervised and Unsupervised NMT: NICT's Machine Translation Systems at WAT-2019. - Rui Wang 015; Haipeng Sun; Kehai Chen; Chenchen Ding; Masao Utiyama; Eiichiro Sumita (WAT@EMNLP-IJCNLP, 2019)

NICT's Machine Translation Systems for CCMT-2019 Translation Task. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (CCMT, 2019)

SJTU-NICT at MRP 2019: Multi-Task Learning for End-to-End Uniform Semantic Graph Parsing. - Zuchao Li; Hai Zhao 001; Zhuosheng Zhang 001; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (CoNLL Shared Task, 2019)

Recurrent Positional Embedding for Neural Machine Translation. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (EMNLP/IJCNLP (1), 2019)

Syntax-aware Transformer Encoder for Neural Machine Translation. - Sufeng Duan; Hai Zhao 001; Junru Zhou; Rui Wang 015 (IALP, 2019)

Cross-Domain Transfer Learning for Dependency Parsing. - Zuchao Li; Junru Zhou; Hai Zhao 001; Rui Wang 015 (NLPCC (2), 2019)

NICT's Supervised Neural Machine Translation Systems for the WMT19 News Translation Task. - Raj Dabre; Kehai Chen; Benjamin Marie; Rui Wang 015; Atsushi Fujita; Masao Utiyama; Eiichiro Sumita (WMT (2), 2019)

NICT's Unsupervised Neural and Statistical Machine Translation Systems for the WMT19 News Translation Task. - Benjamin Marie; Haipeng Sun; Rui Wang 015; Kehai Chen; Atsushi Fujita; Masao Utiyama; Eiichiro Sumita (WMT (2), 2019)

Dual Skew Divergence Loss for Neural Machine Translation. - Fengshun Xiao; Yingting Wu; Hai Zhao 001; Rui Wang 015; Shu Jiang (CoRR, 2019)

An Empirical Study of Domain Adaptation for Unsupervised Neural Machine Translation. - Haipeng Sun; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (CoRR, 2019)

Document-level Neural Machine Translation with Inter-Sentence Attention. - Shu Jiang; Rui Wang 015; Zuchao Li; Masao Utiyama; Kehai Chen; Eiichiro Sumita; Hai Zhao 001; Bao-Liang Lu (CoRR, 2019)

Dependency and Span, Cross-Style Semantic Role Labeling on PropBank and NomBank. - Zuchao Li; Shexia He; Junru Zhou; Hai Zhao 001; Kevin Parnow; Rui Wang 015 (CoRR, 2019)

Probing Contextualized Sentence Representations with Visual Awareness. - Zhuosheng Zhang 001; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Hai Zhao 001 (CoRR, 2019)

Neural Machine Translation With Sentence-Level Topic Context. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (IEEE ACM Trans. Audio Speech Lang. Process., 2019)

SG-Net: Syntax-Guided Machine Reading Comprehension. - Zhuosheng Zhang 001; Yuwei Wu 003; Junru Zhou; Sufeng Duan; Hai Zhao 001; Rui Wang 015 (AAAI, 2020)

Explicit Sentence Compression for Neural Machine Translation. - Zuchao Li; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Zhuosheng Zhang 001; Hai Zhao 001 (AAAI, 2020)

Content Word Aware Neural Machine Translation. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (ACL, 2020)

Regularized Context Gates on Transformer for Machine Translation. - Xintong Li; Lemao Liu; Rui Wang 015; Guoping Huang; Max Meng (ACL, 2020)

Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation. - Haipeng Sun; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (ACL, 2020)

Robust Unsupervised Neural Machine Translation with Adversarial Denoising Training. - Haipeng Sun; Rui Wang 015; Kehai Chen; Xugang Lu; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (COLING, 2020)

High-order Semantic Role Labeling. - Zuchao Li; Hai Zhao 001; Rui Wang 015; Kevin Parnow (EMNLP (Findings), 2020)

Reference Language based Unsupervised Neural Machine Translation. - Zuchao Li; Hai Zhao 001; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (EMNLP (Findings), 2020)

Neural Machine Translation with Universal Visual Representation. - Zhuosheng Zhang 001; Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita; Zuchao Li; Hai Zhao 001 (ICLR, 2020)

Data-dependent Gaussian Prior Objective for Language Generation. - Zuchao Li; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Zhuosheng Zhang 001; Hai Zhao 001 (ICLR, 2020)

SJTU-NICT's Supervised and Unsupervised Neural Machine Translation Systems for the WMT20 News Translation Task. - Zuchao Li; Hai Zhao 001; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita (WMT@EMNLP, 2020)

Robust Unsupervised Neural Machine Translation with Adversarial Training. - Haipeng Sun; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (CoRR, 2020)

Explicit Reordering for Neural Machine Translation. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (CoRR, 2020)

Syntax-aware Data Augmentation for Neural Machine Translation. - Sufeng Duan; Hai Zhao 001; Dongdong Zhang 001; Rui Wang 015 (CoRR, 2020)

Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond. - Zhuosheng Zhang 001; Hai Zhao 001; Rui Wang 015 (CoRR, 2020)

Graph-to-Sequence Neural Machine Translation. - Sufeng Duan; Hai Zhao 001; Rui Wang 015 (CoRR, 2020)

Accurate Word Representations with Universal Visual Guidance. - Zhuosheng Zhang 001; Haojie Yu; Hai Zhao 001; Rui Wang 015; Masao Utiyama (CoRR, 2020)

Neural Machine Translation with Target-Attention Model. - Mingming Yang; Min Zhang 005; Kehai Chen; Rui Wang 015; Tiejun Zhao (IEICE Trans. Inf. Syst., 2020)

A Survey of Domain Adaptation for Machine Translation. - Chenhui Chu; Rui Wang 015 (J. Inf. Process., 2020)

Towards More Diverse Input Representation for Neural Machine Translation. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao; Muyun Yang; Hai Zhao 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Memory Network for Linguistic Structure Parsing. - Zuchao Li; Chaoyu Guan; Hai Zhao 001; Rui Wang 015; Kevin Parnow; Zhuosheng Zhang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Unsupervised Neural Machine Translation With Cross-Lingual Language Representation Agreement. - Haipeng Sun; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

A Novel Sentence-Level Agreement Architecture for Neural Machine Translation. - Mingming Yang; Rui Wang 015; Kehai Chen; Xing Wang 007; Tiejun Zhao; Min Zhang 005 (IEEE ACM Trans. Audio Speech Lang. Process., 2020)

Advances and Challenges in Unsupervised Neural Machine Translation. - Rui Wang 015; Hai Zhao 001 (EACL (Tutorial Abstracts), 2021)

Self-Training for Unsupervised Neural Machine Translation in Unbalanced Training Data Scenarios. - Haipeng Sun; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita; Tiejun Zhao (NAACL-HLT, 2021)

To Understand Representation of Layer-aware Sequence Encoders as Multi-order-graph. - Sufeng Duan; Hai Zhao 001; Rui Wang 015 (CoRR, 2021)

Cross-lingual Transferring of Pre-trained Contextualized Language Models. - Zuchao Li; Kevin Parnow; Hai Zhao 001; Zhuosheng Zhang 001; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (CoRR, 2021)

Document-Level Neural Machine Translation with Associated Memory Network. - Shu Jiang; Rui Wang 015; Zuchao Li; Masao Utiyama; Kehai Chen; Eiichiro Sumita; Hai Zhao 001; Bao-Liang Lu (IEICE Trans. Inf. Syst., 2021)

Context-aware positional representation for self-attention networks. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (Neurocomputing, 2021)

Unsupervised Neural Machine Translation for Similar and Distant Language Pairs: An Empirical Study. - Haipeng Sun; Rui Wang 015; Masao Utiyama; Benjamin Marie; Kehai Chen; Eiichiro Sumita; Tiejun Zhao (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021)

Modeling Future Cost for Neural Machine Translation. - Chaoqun Duan; Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita; Conghui Zhu; Tiejun Zhao (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Detecting Source Contextual Barriers for Understanding Neural Machine Translation. - Guanlin Li; Lemao Liu; Conghui Zhu; Rui Wang 015; Tiejun Zhao; Shuming Shi 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2021)

Synchronous Refinement for Neural Machine Translation. - Kehai Chen; Masao Utiyama; Eiichiro Sumita; Rui Wang 015; Min Zhang 005 (ACL (Findings), 2022)

Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation. - Zhiwei He 002; Xing Wang 007; Rui Wang 015; Shuming Shi 001; Zhaopeng Tu (ACL (1), 2022)

Effective Graph Context Representation for Document-level Machine Translation. - Kehai Chen; Muyun Yang; Masao Utiyama; Eiichiro Sumita; Rui Wang 015; Min Zhang 005 (IJCAI, 2022)

The AISP-SJTU Simultaneous Translation System for IWSLT 2022. - Qinpei Zhu; Renshou Wu; Guangfeng Liu; Xinyu Zhu; Xingyu Chen; Yang Zhou; Qingliang Miao; Rui Wang 015; Kai Yu 004 (IWSLT@ACL, 2022)

Tencent AI Lab - Shanghai Jiao Tong University Low-Resource Translation System for the WMT22 Translation Task. - Zhiwei He 002; Xing Wang 007; Zhaopeng Tu; Shuming Shi 001; Rui Wang 015 (WMT, 2022)

The AISP-SJTU Translation System for WMT 2022. - Guangfeng Liu; Qinpei Zhu; Xingyu Chen; Renjie Feng; Jianxin Ren; Renshou Wu; Qingliang Miao; Rui Wang 015; Kai Yu 004 (WMT, 2022)

Text Compression-Aided Transformer Encoding. - Zuchao Li; Zhuosheng Zhang 001; Hai Zhao 001; Rui Wang 015; Kehai Chen; Masao Utiyama; Eiichiro Sumita (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

SG-Net: Syntax Guided Transformer for Language Representation. - Zhuosheng Zhang 001; Yuwei Wu 003; Junru Zhou; Sufeng Duan; Hai Zhao 001; Rui Wang 015 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Tri-training for Dependency Parsing Domain Adaptation. - Shu Jiang; Zuchao Li; Hai Zhao 001; Bao-Liang Lu; Rui Wang 015 (ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022)

Integrating Prior Translation Knowledge Into Neural Machine Translation. - Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

TeCS: A Dataset and Benchmark for Tense Consistency of Machine Translation. - Yiming Ai; Zhiwei He 002; Kai Yu 004; Rui Wang 015 (ACL (2), 2023)

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

Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method. - Yiming Wang 011; Zhuosheng Zhang 001; Rui Wang 015 (ACL (1), 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)

Vision-Enhanced Semantic Entity Recognition in Document Images via Visually-Asymmetric Consistency Learning. - Hao Wang 097; Xiahua Chen; Rui Wang 015; Chenhui Chu (EMNLP, 2023)

DocTrack: A Visually-Rich Document Dataset Really Aligned with Human Eye Movement for Machine Reading. - Hao Wang 097; Qingxuan Wang; Yue Li; Changqing Wang; Chenhui Chu; Rui Wang 015 (EMNLP (Findings), 2023)

Penalty Decoding: Well Suppress the Self-Reinforcement Effect in Open-Ended Text Generation. - Wenhong Zhu; Hongkun Hao; Rui Wang 015 (EMNLP, 2023)

Imitation Attacks Can Steal More Than You Think from Machine Translation Systems. - Tianxiang Hu; Pei Zhang 011; Baosong Yang; Jun Xie; Rui Wang 015 (NLPCC (1), 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)

Revisiting Acceptability Judgements. - Hai Hu; Ziyin Zhang; Weifang Huang; Jackie Yan-Ki Lai; Aini Li; Yina Ma; Jiahui Huang; Peng Zhang; Rui Wang 015 (CoRR, 2023)

Meta-Reasoning: Semantics-Symbol Deconstruction For Large Language Models. - Yiming Wang 011; Zhuosheng Zhang 001; Rui Wang 015 (CoRR, 2023)

Leveraging Word Guessing Games to Assess the Intelligence of Large Language Models. - Tian Liang; Zhiwei He 002; Jen-tse Huang 001; Wenxuan Wang 001; Wenxiang Jiao; Rui Wang 015; Yujiu Yang; Zhaopeng Tu; Shuming Shi 001; Xing Wang 007 (CoRR, 2023)

A Survey on Language Models for Code. - Ziyin Zhang; Chaoyu Chen; Bingchang Liu; Cong Liao; Zi Gong; Hang Yu 002; Jianguo Li; Rui Wang 015 (CoRR, 2023)

CLEAN-EVAL: Clean Evaluation on Contaminated Large Language Models. - Wenhong Zhu; Hongkun Hao; Zhiwei He 002; Yunze Song; Yumeng Zhang; Hanxu Hu; Yiran Wei; Rui Wang 015; Hongyuan Lu (CoRR, 2023)

RetroDiff: Retrosynthesis as Multi-stage Distribution Interpolation. - Yiming Wang 011; Yuxuan Song; Minkai Xu; Rui Wang 015; Hao Zhou 012; Weiying Ma (CoRR, 2023)

Universal Multimodal Representation for Language Understanding. - Zhuosheng Zhang 001; Kehai Chen; Rui Wang 015; Masao Utiyama; Eiichiro Sumita; Zuchao Li; Hai Zhao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models. - Zhiwei He 002; Binglin Zhou; Hongkun Hao; Aiwei Liu; Xing Wang 007; Zhaopeng Tu; Zhuosheng Zhang 001; Rui Wang 015 (ACL (1), 2024)

Unsupervised Sign Language Translation and Generation. - Zhengsheng Guo; Zhiwei He 002; Wenxiang Jiao; Xing Wang 007; Rui Wang 015; Kehai Chen; Zhaopeng Tu; Yong Xu 001; Min Zhang 005 (ACL (Findings), 2024)

Meta-Reasoning: Semantics-Symbol Deconstruction for Large Language Models. - Yiming Wang 011; Zhuosheng Zhang 001; Pei Zhang 011; Baosong Yang; Rui Wang 015 (ACL (Findings), 2024)

Measuring Bargaining Abilities of LLMs: A Benchmark and A Buyer-Enhancement Method. - Tian Xia; Zhiwei He 002; Tong Ren; Yibo Miao; Zhuosheng Zhang 001; Yang Yang 030; Rui Wang 015 (ACL (Findings), 2024)

MELA: Multilingual Evaluation of Linguistic Acceptability. - Ziyin Zhang; Yikang Liu 002; Weifang Huang; Junyu Mao; Rui Wang 015; Hai Hu (ACL (1), 2024)

Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents. - Hao Wang 097; Tang Li; Chenhui Chu; Rui Wang 015; Pinpin Zhu (LREC/COLING, 2024)

AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference. - Yang Han; Yiming Wang 011; Rui Wang 015; Lu Chen 002; Kai Yu 004 (EMNLP (Findings), 2024)

Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning. - Tianxiang Hu; Pei Zhang 011; Baosong Yang; Jun Xie; Derek F. Wong; Rui Wang 015 (EMNLP (Findings), 2024)

Encouraging Divergent Thinking in Large Language Models through Multi-Agent Debate. - Tian Liang; Zhiwei He 002; Wenxiang Jiao; Xing Wang 007; Yan Wang 060; Rui Wang 015; Yujiu Yang; Shuming Shi 001; Zhaopeng Tu (EMNLP, 2024)

R-Judge: Benchmarking Safety Risk Awareness for LLM Agents. - Tongxin Yuan; Zhiwei He 002; Lingzhong Dong; Yiming Wang 011; Ruijie Zhao 001; Tian Xia; Lizhen Xu; Binglin Zhou; Fangqi Li 001; Zhuosheng Zhang 001; Rui Wang 015; Gongshen Liu (EMNLP (Findings), 2024)

Improving Open-Ended Text Generation via Adaptive Decoding. - Wenhong Zhu; Hongkun Hao; Zhiwei He 002; Yiming Ai; Rui Wang 015 (ICML, 2024)

Improving Machine Translation with Human Feedback: An Exploration of Quality Estimation as a Reward Model. - Zhiwei He 002; Xing Wang 007; Wenxiang Jiao; Zhuosheng Zhang 001; Rui Wang 015; Shuming Shi 001; Zhaopeng Tu (NAACL-HLT, 2024)

CLEAN-EVAL: Clean Evaluation on Contaminated Large Language Models. - Wenhong Zhu; Hongkun Hao; Zhiwei He 002; Yunze Song; Jiao Yueyang; Yumeng Zhang; Hanxu Hu; Yiran Wei; Rui Wang 015; Hongyuan Lu (NAACL-HLT (Findings), 2024)

Embedding Trajectory for Out-of-Distribution Detection in Mathematical Reasoning. - Yiming Wang 011; Pei Zhang 011; Baosong Yang; Derek F. Wong; Zhuosheng Zhang 001; Rui Wang 015 (NeurIPS, 2024)

SJTU System Description for the WMT24 Low-Resource Languages of Spain Task. - Tianxiang Hu; Haoxiang Sun; Ruize Gao; Jialong Tang; Pei Zhang 011; Baosong Yang; Rui Wang 015 (WMT, 2024)

Final Submission of SJTULoveFiction to Literary Task. - Haoxiang Sun; Tianxiang Hu; Ruize Gao; Jialong Tang; Pei Zhang 011; Baosong Yang; Rui Wang 015 (WMT, 2024)

Is Cognition and Action Consistent or Not: Investigating Large Language Model's Personality. - Yiming Ai; Zhiwei He 002; Ziyin Zhang; Wenhong Zhu; Hongkun Hao; Kai Yu 004; Lingjun Chen; Rui Wang 015 (CoRR, 2024)

Towards Human-Like Machine Comprehension: Few-Shot Relational Learning in Visually-Rich Documents. - Hao Wang 097; Tang Li; Chenhui Chu; Nengjun Zhu; Rui Wang 015; Pinpin Zhu (CoRR, 2024)

Multiple-Choice Questions are Efficient and Robust LLM Evaluators. - Ziyin Zhang; Lizhen Xu; Zhaokun Jiang; Hongkun Hao; Rui Wang 015 (CoRR, 2024)

Trajectory Volatility for Out-of-Distribution Detection in Mathematical Reasoning. - Yiming Wang 011; Pei Zhang 011; Baosong Yang; Derek F. Wong; Zhuosheng Zhang 001; Rui Wang 015 (CoRR, 2024)

Evaluating Knowledge-based Cross-lingual Inconsistency in Large Language Models. - Xiaolin Xing; Zhiwei He 002; Haoyu Xu; Xing Wang 007; Rui Wang 015; Yu Hong 001 (CoRR, 2024)

GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding. - Ziyin Zhang; Hang Yu 002; Shijie Li; Peng Di; Jianguo Li; Rui Wang 015 (CoRR, 2024)

ZhoBLiMP: a Systematic Assessment of Language Models with Linguistic Minimal Pairs in Chinese. - Yikang Liu 002; Yeting Shen; Hongao Zhu; Lilong Xu; Zhiheng Qian; Siyuan Song; Kejia Zhang; Jialong Tang; Pei Zhang 011; Baosong Yang; Rui Wang 015; Hai Hu (CoRR, 2024)

Draft Model Knows When to Stop: A Self-Verification Length Policy for Speculative Decoding. - Ziyin Zhang; Jiahao Xu; Tian Liang; Xingyu Chen; Zhiwei He 002; Rui Wang 015; Zhaopeng Tu (CoRR, 2024)

Do NOT Think That Much for 2+3=? On the Overthinking of o1-Like LLMs. - Xingyu Chen; Jiahao Xu; Tian Liang; Zhiwei He 002; Jianhui Pang; Dian Yu 001; Linfeng Song; Qiuzhi Liu; Mengfei Zhou; Zhuosheng Zhang 001; Rui Wang 015; Zhaopeng Tu; et al. (CoRR, 2024)

Exploring Human-Like Translation Strategy with Large Language Models. - Zhiwei He 002; Tian Liang; Wenxiang Jiao; Zhuosheng Zhang 001; Yujiu Yang; Rui Wang 015; Zhaopeng Tu; Shuming Shi 001; Xing Wang 007 (Trans. Assoc. Comput. Linguistics, 2024)

Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code. - Ziyin Zhang; Chaoyu Chen; Bingchang Liu; Cong Liao; Zi Gong; Hang Yu 002; Jianguo Li; Rui Wang 015 (Trans. Mach. Learn. Res., 2024)

Reduced-dose deep learning iterative reconstruction for abdominal computed tomography with low tube voltage and tube current. - Shumeng Zhu; Baoping Zhang; Qian Tian; Ao Li; Zhe Liu; Wei Hou; Wenzhe Zhao; Xin Huang; Yao Xiao; Yiming Wang 011; Rui Wang 015; Yuhang Li; et al. (BMC Medical Informatics Decis. Mak., 2024)

Enhancing Machine Translation with Self-Supervised Preference Data. - Haoxiang Sun; Ruize Gao; Pei Zhang 011; Baosong Yang; Rui Wang 015 (ACL (1), 2025)

GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding. - Ziyin Zhang; Hang Yu 002; Sage Lee; Peng Di; Jianguo Li; Rui Wang 015 (ACL (1), 2025)

RetroDiff: Retrosynthesis as Multi-stage Distribution Interpolation. - Yiming Wang 011; Yuxuan Song; Yiqun Wang; Minkai Xu; Rui Wang 015; Hao Zhou 012; Wei-Ying Ma (AISTATS, 2025)

Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation. - Yiming Wang 011; Pei Zhang 011; Baosong Yang; Derek F. Wong; Rui Wang 015 (ICLR, 2025)

RaSA: Rank-Sharing Low-Rank Adaptation. - Zhiwei He 002; Zhaopeng Tu; Xing Wang 007; Xingyu Chen; Zhijie Wang; Jiahao Xu; Tian Liang; Wenxiang Jiao; Zhuosheng Zhang 001; Rui Wang 015 (ICLR, 2025)

Do Large Language Models Truly Understand Geometric Structures? - Xiaofeng Wang; Yiming Wang 011; Wenhong Zhu; Rui Wang 015 (ICLR, 2025)

Weak-to-Strong Preference Optimization: Stealing Reward from Weak Aligned Model. - Wenhong Zhu; Zhiwei He 002; Xiaofeng Wang; Pengfei Liu; Rui Wang 015 (ICLR, 2025)

Thoughts Are All Over the Place: On the Underthinking of o1-Like LLMs. - Yue Wang; Qiuzhi Liu; Jiahao Xu; Tian Liang; Xingyu Chen; Zhiwei He 002; Linfeng Song; Dian Yu 001; Juntao Li; Zhuosheng Zhang 001; Rui Wang 015; Zhaopeng Tu; et al. (CoRR, 2025)

Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding. - Yiming Wang 011; Pei Zhang 011; Siyuan Huang; Baosong Yang; Zhuosheng Zhang 001; Fei Huang 002; Rui Wang 015 (CoRR, 2025)

Dancing with Critiques: Enhancing LLM Reasoning with Stepwise Natural Language Self-Critique. - Yansi Li; Jiahao Xu; Tian Liang; Xingyu Chen; Zhiwei He 002; Qiuzhi Liu; Rui Wang 015; Zhuosheng Zhang 001; Zhaopeng Tu; Haitao Mi; Dong Yu 001 (CoRR, 2025)

DeepMath-103K: A Large-Scale, Challenging, Decontaminated, and Verifiable Mathematical Dataset for Advancing Reasoning. - Zhiwei He 002; Tian Liang; Jiahao Xu; Qiuzhi Liu; Xingyu Chen; Yue Wang; Linfeng Song; Dian Yu 001; Zhenwen Liang; Wenxuan Wang 001; Zhuosheng Zhang 001; Rui Wang 015; et al. (CoRR, 2025)

Code Graph Model (CGM): A Graph-Integrated Large Language Model for Repository-Level Software Engineering Tasks. - Hongyuan Tao; Ying Zhang; Zhenhao Tang; Hongen Peng; Xukun Zhu; Bingchang Liu; Yingguang Yang; Ziyin Zhang; Zhaogui Xu; Haipeng Zhang; Linchao Zhu; Rui Wang 015; et al. (CoRR, 2025)

DeepTheorem: Advancing LLM Reasoning for Theorem Proving Through Natural Language and Reinforcement Learning. - Ziyin Zhang; Jiahao Xu; Zhiwei He 002; Tian Liang; Qiuzhi Liu; Yansi Li; Linfeng Song; Zhengwen Liang; Zhuosheng Zhang 001; Rui Wang 015; Zhaopeng Tu; Haitao Mi; et al. (CoRR, 2025)

Translationese-index: Using Likelihood Ratios for Graded and Generalizable Measurement of Translationese. - Yikang Liu 002; Wanyang Zhang; Yiming Wang 011; Jialong Tang; Pei Zhang 011; Baosong Yang; Fei Huang 002; Rui Wang 015; Hai Hu (CoRR, 2025)

Cognitive Kernel-Pro: A Framework for Deep Research Agents and Agent Foundation Models Training. - Tianqing Fang; Zhisong Zhang; Xiaoyang Wang; Rui Wang 015; Can Qin; Yuxuan Wan; Jun-Yu Ma; Ce Zhang 009; Jiaqi Chen; Xiyun Li; Hongming Zhang 009; Haitao Mi; et al. (CoRR, 2025)

Igniting Language Intelligence: The Hitchhiker's Guide from Chain-of-Thought Reasoning to Language Agents. - Zhuosheng Zhang 001; Yao Yao; Aston Zhang; Xiangru Tang; Xinbei Ma; Zhiwei He 002; Yiming Wang 011; Mark Gerstein; Rui Wang 015; Gongshen Liu; Hai Zhao 001 (ACM Comput. Surv., 2025)