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INFORM : Information eNtropy based multi-step reasoning FOR large language Models [Paper and Bib] Chuyue Zhou, WangJie You, Juntao Li, Jing Ye, Kehai Chen, and Min Zhang The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), Singapore, Dec 2023
PromptST: Abstract Prompt Learning for End-to-End Speech Translation [Paper and Bib] Tengfei Yu, Liang Ding, Xuebo Liu, Kehai Chen, Meishan Zhang, Dacheng Tao, and Min Zhang The 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP), Singapore, Dec 2023
Improving Low-resource Question Answering by Augmenting Question Information [Paper and Bib] Andong Chen, Yuan Sun, Xiaobing Zhao, Rosella P. Galindo Esparza, Kehai Chen, Yang Xiang, Tiejun Zhao, and Min Zhang Findings of The 2023 Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP), Singapore, Dec 2023
Multi-view fusion for universal translation quality estimation [Paper and Bib] Hui Huang, Shuangzhi Wu, Kehai Chen, Hui Di, Muyun Yang and Tiejun Zhao Information Fusion, Early Access, September 2023
Modeling Inter-Aspect Relations with Clause and Contrastive Learning for Aspect-Based Sentiment Analysis[Paper and Bib] Zhixun Qiu, Kehai Chen, Yun Xue, Zhihao Ma and Zhengxuan Zhang IEEE Transactions on Computational Social Systems (TCSS), Early Access, August 2023
Improving Translation Quality Estimation with Bias Mitigation [Paper and Bib] Hui Huang, Shuangzhi Wu, Kehai Chen, Hui Di, Muyun Yang and Tiejun Zhao The 61st Annual Meeting of the Association for Computational Linguistics (ACL), Toronto, Canada, July 2023
Universal Multimodal Representation for Language Understanding [Paper and Bib] Zhuosheng Zhang, Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Zuchao Li, and Hai Zhao IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 45, no. 7, pp. 9169-9185， July 2023
Document-Level Relation Extraction with Path Reasoning [Paper and Bib] Wang Xu, Kehai Chen, and Tiejun Zhao ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), vol. 22, no. 4, April 2022
Effective Graph Context Representation for Document-level Machine Translation [Paper and Bib] Kehai Chen, Muyun Yang, Masao Utiyama, Eiichiro Sumita, Rui Wang, and Min Zhang The 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI), July 2022
Document-Level Relation Extraction with Sentences Importance Estimation and Focusing [Paper and Bib] Wang Xu, Kehai Chen, Lili Mou, and Tiejun Zhao. The 2022 Conference of the North American Chapter of the Association for Computational Linguistics - Human Language Technologies (NAACL-HLT), July 2022
Data-driven Fuzzy Target Representation for Intelligent Translation System [Paper and Bib] Kehai Chen, Muyun Yang, Tiejun Zhao, and Min Zhang. IEEE Transactions on Fuzzy Systems (TFS), vol. 30, no. 11, pp. 4568-4577, November 2022
Synchronous Refinement for Neural Machine Translation [Paper and Bib] Kehai Chen, Masao Utiyama, Eiichiro Sumita, Rui Wang, and Min Zhang. The 60th Annual Meeting of the Association for Computational Linguistics (ACL-Findings), May 2022
Integrating Prior Translation Knowledge into Neural Machine Translation [Paper and Bib] Kehai Chen, Rui Wang, Masao Utiyama, and Eiichiro Sumita. IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), vol. 30, pp. 330-339, 2022
Advancing Chinese Event Detection via Revisiting Character Information [Paper and Bib] Yanxia Qin, Zhongqin Wang, Yue Zhang, Kehai Chen, and Min Zhang. ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), vol. 21, No. 78, pp. 1–9, July 2022
Discriminative Reasoning for Document-level Relation Extraction [Paper and Bib] Wang Xu, Kehai Chen, and Tiejun Zhao. The 59th Annual Meeting of the Association for Computational Linguistics (ACL-Findings), August, 2021
Context-Aware Positional Representation for Self-Attention Networks [Paper and Bib] Kehai Chen, Rui Wang, Masao Utiyama, and Eiichiro Sumita. Neurocomputing, Volume 451, Pages 46-563, September 2021
Document-Level Relation Extraction with Reconstruction [Paper and Bib] Wang Xu, Kehai Chen, and Tiejun Zhao. Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), February 2021
A Pattern Driven Graph Ranking Approach to Attribute Extraction for Knowledge Graph [Paper and Bib] Muyun Yang, Kehai Chen, Shuqi Sun, Zhongyuan Han, Leilei Kong, and Qingye Meng. IEEE Transactions on Industrial Informatics, vol. 18, no. 2, pp. 1250-1259, Feb. 2021
Modeling Future Cost for Neural Machine Translation [Paper and Bib] 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), vol. 29, pp. 770-781, 2021
Syntax in End-to-End Natural Language Processing [Paper and Bib] Hai Zhao, Rui Wang, and Kehai Chen. The 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP-Tutorial), November, 2021
Self-Training for Unsupervised Neural Machine Translation in Unbalanced Training Data Scenarios [Paper and Bib] 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), June 2021
Robust Unsupervised Neural Machine Translation with Adversarial Denoising Training [Paper and Bib] Haipeng Sun, Rui Wang, Kehai Chen, Xugang Lu, Masao Utiyama, Eiichiro Sumita, and Tiejun Zhao. The 28th International Conference on Computational Linguistics (COLING), Barcelona, Spain, December 2020
Towards More Diverse Input Representation for Neural Machine Translation [Paper and Bib] Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao, Muyun Yang, and Hai Zhao. IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), vol. 28, pp. 1586-1597, December 2020
Content Word Aware Neural Machine Translation [Paper and Bib] Kehai Chen, Rui Wang, Masao Utiyama, and Eiichiro Sumita. The 58th Annual Meeting of the Association for Computational Linguistics (ACL), Seattle, USA, July 2020
Knowledge Distillation for Multilingual Unsupervised Neural Machine Translation [Paper and Bib] Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, and Tiejun Zhao. The 58th Annual Meeting of the Association for Computational Linguistics (ACL), Seattle, USA, July 2020
Data-dependent Gaussian Prior Objective for Language Generation [Paper and Bib] Zuchao Li, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Zhuosheng Zhang, and Hai Zhao. Eighth International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, April 2020
Neural Machine Translation with Universal Visual Representation [Paper and Bib] Zhuosheng Zhang, Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, Zuchao Li, and Hai Zhao. Eighth International Conference on Learning Representations (ICLR), Addis Ababa, Ethiopia, April 2020
Explicit Sentence Compression for Neural Machine Translation [Paper and Bib] Zuchao Li, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, Zhuosheng Zhang, and Hai Zhao. Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), New York, USA, February 2020
A Novel Sentence-Level Agreement Architecture for Neural Machine Translation [Paper and Bib] Mingming Yang, Rui Wang, Kehai Chen, Xing Wang, Tiejun Zhao, and Min Zhang. IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), vol. 28, pp. 2585-2597, 2020
Unsupervised Neural Machine Translation with Cross-lingual Language Representation Agreement [Paper and Bib] Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, and Tiejun Zhao. IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), vol. 28, pp. 1170-1182, December 2020
A Hierarchical Clustering Approach to Fuzzy Semantic Representation of Rare Words in Neural Machine Translation [Paper and Bib] Muyun Yang, Shujie Liu, Kehai Chen, Hongyang Zhang, Enbo Zhao, and Tiejun Zhao. IEEE Transactions on Fuzzy Systems (TFS), vol. 28, no. 5, pp. 992-1002, May 2020
Recurrent Positional Embedding for Neural Machine Translation [Paper and Bib]. Kehai Chen, Rui Wang, Masao Utiyama, and Eiichiro Sumita. The 2019 Conference on Empirical Methods in Natural Language Processing and The 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), Hong Kong, China, November 2019
NICT's Unsupervised Neural and Statistical Machine Translation Systems for the WMT19 News Translation Task [Paper and Bib] Benjamin Marie, Haipeng Sun, Rui Wang, Kehai Chen, Atsushi Fujita, Masao Utiyama, and Eiichiro Sumita. The 4th Conference on Machine Translation (WMT), Florence, Italy, July 2019.
Neural Machine Translation with Reordering Embeddings [Paper and Bib] Kehai Chen, Rui Wang, Masao Utiyama, and Eiichiro Sumita. The 57th Annual Meeting of the Association for Computational Linguistics (ACL), Florence, Italy, July 2019
Unsupervised Bilingual Word Embedding Agreement for Unsupervised Neural Machine Translation [Paper and Bib] Haipeng Sun, Rui Wang, Kehai Chen, Masao Utiyama, Eiichiro Sumita, and Tiejun Zhao. The 57th Annual Meeting of the Association for Computational Linguistics (ACL), Florence, Italy, July 2019
Sentence-Level Agreement for Neural Machine Translation [Paper and Bib]. 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), Florence, Italy, July 2019
Lattice-Based Transformer Encoder for Neural Machine Translation [Paper and Bib] Fengshun Xiao, Jiangtong Li, Hai Zhao, Rui Wang, and Kehai Chen. The 57th Annual Meeting of the Association for Computational Linguistics (ACL), Florence, Italy, July 2019
Neural Machine Translation with Sentence-level Topic Context [Paper and Bib] Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, and Tiejun Zhao. IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), vol. 27, no. 12, pp. 1970-1984, December 2019
A Bilingual Adversarial Autoencoder for Unsupervised Bilingual Lexicon Induction [Paper and Bib] Xuefeng Bai, Hailong Cao, Kehai Chen, and Tiejun Zhao. IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), vol. 27, no. 10, pp. 1639-1648, October 2019
Syntax-Directed Attention for Neural Machine Translation [Paper and Bib] Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, and Tiejun Zhao. The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI), New Orleans, Lousiana, USA, February 2018
Syntax-Based Context Representation for Statistical Machine Translation [Paper and Bib] Kehai Chen, Tiejun Zhao, and Muyun Yang. IEICE Transactions on Information and Systems, vol. E101.D, no. 12, pp. 3226-3237, December 2018
A Neural Approach to Source Dependency-Based Context Model for Statistical Machine Translation [Paper and Bib] Kehai Chen, Tiejun Zhao, Muyun Yang, Lemao Liu, Akihiro Tamura, Rui Wang, Masao Utiyama, and Eiichro Sumita. IEEE/ACM Transactions on Audio, Speech, and Language Processing (TASLP), vol. 26, no. 2, pp. 266-280, February 2018
Context-Aware Smoothing for Neural Machine Translation [Paper and Bib] Kehai Chen, Rui Wang, Masao Utiyama, Eiichiro Sumita, and Tiejun Zhao. The 8th International Joint Conference on Natural Language Processing (IJCNLP), Chinese Taipei, November 2017
Neural Machine Translation with Source Dependency Representation [Paper and Bib] Kehai Chen, Rui Wang, Masao Utiyama, Lemao Liu, Akihiro Tamura, Eiichiro Sumita, and Tiejun Zhao. The 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP), Copenhagen, Denmark, September 2017
Instance Weighting for Neural Machine Translation Domain Adaptation [Paper and Bib] Rui Wang, Masao Utiyama, Lemao Liu, Kehai Chen, and Eiichro Sumita. The 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP), Copenhagen, Denmark, September 2017
Translation Prediction with Source Dependency-Based Context Representation [Paper and Bib] Kehai Chen, Tiejun Zhao, Muyun Yang, and Lemao Liu. The Thirty-First AAAI Conference on Artificial Intelligence (AAAI), San Francisco, California, USA, February 2017
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