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Note: If you have a technical question about a research paper, it is best to try to get in contact with all of the authors, so the most appropriate person can respond as quickly as possible.
2023
Nearest Neighbor Machine Translation is Meta-Optimizer on Output Projection Layer
Ruize Gao, Zhirui Zhang*, Yichao Du, Lemao Liu, and Rui Wang*
The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP-2023), Singapore, 2023
[Code]
Rethinking Word-Level Auto-Completion in Computer-Aided Translation
Xingyu Chen, Lemao Liu*, Guoping Huang, Zhirui Zhang, Mingming Yang, Shuming Shi, and Rui Wang*
The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP-2023), Singapore, 2023
[Code][Press]
Penalty Decoding: Well Suppress the Self-Reinforcement Effect in Open-Ended Text Generation
Wenhong Zhu, Hongkun Hao, and Rui Wang*
The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP-2023), Singapore, 2023
[Code]
Vision-Enhanced Semantic Entity Recognition in Document Images via Visually-Asymmetric Consistency Learning
Hao Wang, Xiahua Chen, and Rui Wang* and Chenhui Chu
The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP-2023), Singapore, 2023
DocTrack: A Visually-Rich Document Dataset Really Aligned with Human Eye Movement for Machine Reading
Hao Wang, Qingxuan Wang, Yue Li, Changqing Wang, Chenhui Chu, Rui Wang
The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP-2023-findings), Singapore, 2023
[Code and Data (soon to appear)]
Imitation Attacks Can Steal More Than You Think from Machine Translation Systems
Tianxiang Hu, Pei Zhang, Baosong Yang*, Jun Xie and Rui Wang*
CCF International Conference on Natural Language Processing and Chinese Computing(NLPCC-2023), Foshan, China, 2023
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method
Yiming Wang, Zhuosheng Zhang, and Rui Wang*
The 61th Annual Meeting of the Association for Computational Linguistics (ACL-2023), Toronto, Canada, 2023
[Code and Data]
TeCS: A Dataset and Benchmark for Tense Consistency of Machine Translation
Yiming Ai, Zhiwei He, Kai Yu, and Rui Wang*
The 61th Annual Meeting of the Association for Computational Linguistics (ACL-2023), Toronto, Canada, 2023
[Code and Data]
Rethinking Translation Memory Augmented Neural Machine Translation
Hongkun Hao, Guoping Huang, Lemao Liu*, Zhirui Zhang, Shuming Shi, and Rui Wang*
The 61th Annual Meeting of the Association for Computational Linguistics (ACL-2023-Findings), Toronto, Canada, 2023
Universal Multimodal Representation for Language Understanding
Zhuosheng Zhang#, Kehai Chen, Rui Wang#, Masao Utiyama, Eiichiro Sumita, Zuchao Li, Hai Zhao*
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
[Codes]
2022
Bridging the Data Gap between Training and Inference for Unsupervised Neural Machine Translation
Zhiwei He, Xing Wang, Rui Wang*, Shuming Shi, and Zhaopeng Tu
The 60th Annual Meeting of the Association for Computational Linguistics (ACL-2022), Dublin, Ireland, 2022
[Codes] Note: this is a full meta-score paper
Synchronous Refinement for Neural Machine Translation
Kehai Chen, Masao Utiyama, Eiichiro Sumita, Rui Wang, and Min Zhang*
The 60th Annual Meeting of the Association for Computational Linguistics (ACL-Findings-2022), Dublin, Ireland, 2022
Effective Graph Context Representation for Document-level Machine Translation
Kehai Chen, Muyun Yang, Masao Utiyama, Eiichiro Sumita, Rui Wang, and Min Zhang
The 31st International Joint Conference on Artificial Intelligence (IJCAI-22), Vienna, Austria
Integrating Prior Translation Knowledge into Neural Machine Translation
Kehai Chen, Rui Wang, Masao Utiyama, and Eiichiro Sumita
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2022
2021
Text Compression-aided Transformer Encoding
Zuchao Li, Zhuosheng Zhang, Hai Zhao*, Rui Wang*, Kehai Chen, Masao Utiyama, and Eiichiro Sumita
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
[Codes]
SG-Net: Syntax Guided Transformer for Language Representation
Zhuosheng Zhang, Yuwei Wu, Junru Zhou, Sufeng Duan, Hai Zhao*, and Rui Wang
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
[Codes]
Advances and Challenges in Unsupervised Neural Machine Translation
Rui Wang and Hai Zhao
16th conference of the European Chapter of the Association for Computational Linguistics (EACL-Tutorial), 2021
Syntax in End-to-End Natural Language Processing
Hai Zhao, Rui Wang, and Kehai Chen
The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP-Tutorial), 2021
Self-Training for Unsupervised Neural Machine Translation in Unbalanced Training Data Scenarios
Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita and Tiejun Zhao
The 2021 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT), 2021
Detecting Generalization Barriers for Understanding Neural Machine Translation
Guanlin Li, Conghui Zhu*, Rui Wang, and Tiejun Zhao
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2021
Modeling Future Cost for Neural Machine Translation
Chaoqun Duan, Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Conghui Zhu*, and Tiejun Zhao
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2021
Unsupervised Neural Machine Translation for Similar and Distant Language Pairs: An Empirical Study
Haipeng Sun, Rui Wang, Masao Utiyama, Benjamin Marie, Kehai Chen, Eiichiro Sumita, and Tiejun Zhao*
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 2021
Context-Aware Positional Representation for Self-Attention Networks
Kehai Chen, Rui Wang*, Masao Utiyama, and Eiichiro Sumita
Neurocomputing, 2021
Tri-training for Dependency Parsing Domain Adaptation
Shu Jiang, Zuchao Li, Hai Zhao*, Bao-Liang Lu, Rui Wang
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 2021
2020
Data-dependent Gaussian Prior Objective for Language Generation
Zuchao Li, Rui Wang*, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Zhuosheng Zhang, and Hai Zhao*
International Conference on Learning Representations (ICLR-2020), Addis Ababa, Ethiopia
[Codes] Note: this is a full-score paper and a long-time talk presentation
Neural Machine Translation with Universal Visual Representation
Zhuosheng Zhang, Kehai Chen, Rui Wang*, Masao Utiyama, Eiichiro Sumita, Zuchao Li, and Hai Zhao*
International Conference on Learning Representations (ICLR-2020), Addis Ababa, Ethiopia
[Codes]
Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation
Haipeng Sun, Rui Wang*, Kehai Chen, Masao Utiyama, Eiichiro Sumita, and Tiejun Zhao*
The 58th Annual Meeting of the Association for Computational Linguistics (ACL-2020), Seattle, USA
Content Word Aware Neural Machine Translation
Kehai Chen, Rui Wang*, Masao Utiyama, and Eiichiro Sumita
The 58th Annual Meeting of the Association for Computational Linguistics (ACL-2020), Seattle, USA
Regularized Context Gates on Transformer for Machine Translation
Xintong Li, Lemao Liu, Rui Wang, Guoping Huang, and Max Meng
The 58th Annual Meeting of the Association for Computational Linguistics (ACL-2020), Seattle, USA
High-order Semantic Role Labeling
Zuchao Li, Hai Zhao*, Rui Wang and Kevin Parnow
The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP-2020-Findings), Punta Cana, Dominican Republic
[Codes]
Reference Language based Unsupervised Neural Machine Translation
Zuchao Li, Hai Zhao*, Rui Wang*, Masao Utiyama and Eiichiro Sumita
The 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP-2020-Findings), Punta Cana, Dominican Republic
[Codes]
Robust Unsupervised Neural Machine Translation with Adversarial Denoising Training
Haipeng Sun, Rui Wang, Kehai Chen, Xugang Lu, Masao Utiyama, Eiichiro Sumita, and Tiejun Zhao*
The 28th International Conference on Computational Linguistics (COLING-2020), Barcelona, Spain
Explicit Sentence Compression for Neural Machine Translation
Zuchao Li, Rui Wang*, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Zhuosheng Zhang, and Hai Zhao*
Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-2020), New York, USA
[Codes]
SG-Net: Syntax-Guided Machine Reading Comprehension
Zhuosheng Zhang, Yuwei Wu, Junru Zhou, Sufeng Duan, Hai Zhao*, and Rui Wang*
Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-2020), New York, USA
[Codes]
Memory Network for Linguistic Structure Parsing
Zuchao Li, Chaoyu Guan, Hai Zhao, Rui Wang, Kevin Parnow, and Zhuosheng Zhang
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2020
A Novel Sentence-Level Agreement Architecture for Neural Machine Translation
Mingming Yang, Rui Wang, Kehai Chen, Xing Wang, Tiejun Zhao, and Min Zhang
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2020
Towards More Diverse Input Representation for Neural Machine Translation
Kehai Chen, Rui Wang*, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao, Munyun Yang, and Hai Zhao
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2020
Unsupervised Neural Machine Translation with Cross-lingual Language Representation Agreement
Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, and Tiejun Zhao
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2020
2019
Unsupervised Bilingual Word Embedding Agreement for Unsupervised Neural Machine Translation
Haipeng Sun, Rui Wang*, Kehai Chen, Masao Utiyama, Eiichiro Sumita, and Tiejun Zhao*
The 57th Annual Meeting of the Association for Computational Linguistics (ACL-2019), Florence, Italy
Neural Machine Translation with Reordering Embeddings
Kehai Chen, Rui Wang*, Masao Utiyama, and Eiichiro Sumita
The 57th Annual Meeting of the Association for Computational Linguistics (ACL-2019), Florence, Italy
Sentence-Level Agreement for Neural Machine Translation
Mingming Yang, Rui Wang*, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Min Zhang*, and Tiejun Zhao
The 57th Annual Meeting of the Association for Computational Linguistics (ACL-2019), Florence, Italy
Lattice-Based Transformer Encoder for Neural Machine Translation
Fengshun Xiao, Jiangtong Li, Hai Zhao*, Rui Wang, and Kehai Chen
The 57th Annual Meeting of the Association for Computational Linguistics (ACL-2019), Florence, Italy
Recurrent Positional Embedding for Neural Machine Translation
Kehai Chen, Rui Wang*, Masao Utiyama, and Eiichiro Sumita
2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP2019), Hong Kong, China
Neural Machine Translation with Sentence-level Topic Context
Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, and Tiejun Zhao
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2019
2018
Dynamic Sentence Sampling for Efficient Training of Neural Machine Translation
Rui Wang, Masao Utiyama, and Eiichiro Sumita
The 56th Annual Meeting of the Association for Computational Linguistics (ACL-2018), Melbourne, Australia
Exploring Recombination for Efficient Decoding of Neural Machine Translation
Zhisong Zhang, Rui Wang*, Masao Utiyama, Eiichiro Sumita, and Hai Zhao*
2018 Conference on Empirical Methods in Natural Language Processing (EMNLP-2018), Brussels, Belgium
[Codes]
A Survey of Domain Adaptation for Neural Machine Translation
Chenhui Chu and Rui Wang
The 27th International Conference on Computational Linguistics (COLING-2018), Santa Fe, USA
Syntax-Directed Attention for Neural Machine Translation
Kehai Chen, Rui Wang*, Masao Utiyama, Eiichiro Sumita, and Tiejun Zhao
The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-2018), New Orleans, Lousiana, USA
Sentence Selection and Weighting for Neural Machine Translation Domain Adaptation
Rui Wang, Masao Utiyama, Andrew Finch, Lemao Liu, Kehai Chen, and Eiichiro Sumita
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2018
A Neural Approach to Source Dependency-Based Context Model for Statistical Machine Translation
Kehai Chen, Tiejun Zhao, Muyun Yang, Lemao Liu*, Akihiro Tamura, Rui Wang, Masao Utiyama, and Eiichiro Sumita
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2018
Graph-based Bilingual Word Embedding for Statistical Machine Translation
Rui Wang, Hai Zhao*, Sabine Ploux*, Bao-Liang Lu, Masao Utiyama, and Eiichiro Sumita
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 2018
[Codes]
2017
Sentence Embedding for Neural Machine Translation Domain Adaptation
Rui Wang, Andrew Finch, Masao Utiyama, and Eiichro Sumita
The 55th annual meeting of the Association for Computational Linguistics (ACL-2017), Vancouver, Canada
Instance Weighting for Neural Machine Translation Domain Adaptation
Rui Wang, Masao Utiyama, Lemao Liu, Kehai Chen, and Eiichro Sumita
Conference on Empirical Methods in Natural Language Processing (EMNLP-2017), Copenhagen, Denmark
Neural Machine Translation with Source Dependency Representation
Kehai Chen, Rui Wang*, Masao Utiyama, Lemao Liu, Akihiro Tamura, Eiichiro Sumita, and Tiejun Zhao
Conference on Empirical Methods in Natural Language Processing (EMNLP-2017), Copenhagen, Denmark
Context-Aware Smoothing for Neural Machine Translation
Kehai Chen, Rui Wang*, Masao Utiyama, Eiichiro Sumita, and Tiejun Zhao
The 8th International Joint Conference on Natural Language Processing (IJCNLP 2017), Taipei, China
2016 and Before
A Bilingual Graph-based Semantic Model for Statistical Machine Translation
Rui Wang, Hai Zhao*, Sabine Ploux*, Bao-Liang Lu, and Masao Utiyama
25th International Joint Conference on Artificial Intelligence (IJCAI-16), New York, USA
[Codes]
Converting Continuous-Space Language Models into N-gram Language Models with Efficient Bilingual Pruning for Statistical Machine Translation
Rui Wang, Masao Utiyama*, Isao Goto, Eiichiro Sumita, Hai Zhao*, and Bao-Liang Lu
ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 2016
Connecting Phrase based Statistical Machine Translation Adaptation
Rui Wang, Hai Zhao*, Bao-Liang Lu, Masao Utiyama*, and Eiichro Sumita
The 26th International Conference on Computational Linguistics (COLING-2016), Osaka, Japan
Bilingual Continuous-Space Language Model Growing for Statistical Machine Translation
Rui Wang, Hai Zhao*, Bao-Liang Lu, Masao Utiyama, and Eiichiro Sumita
IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), 2015
Neural Network Based Bilingual Language Model Growing for Statistical Machine Translation
Rui Wang, Hai Zhao*, Bao-Liang Lu, Masao Utiyama, and Eiichro Sumita
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP-2014), Doha, Qatar
Converting Continuous-Space Language Models into N-gram Language Models for Statistical Machine Translation
Rui Wang, Masao Utiyama, Isao Goto, Eiichro Sumita, Hai Zhao, and Bao-Liang Lu
Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing (EMNLP-2013), Seattle, USA
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