Runzhe Zhan, Xuebo Liu, Derek F. Wong, Cuilian Zhang, Lidia S. Chao and Min Zhang. Test-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2023), 2023.
Shudong Liu, Xuebo Liu, Derek F. Wong, Zhaocong Li, Wenxiang Jiao, Lidia S. Chao and Min Zhang. kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2023), 2023.
Xuebo Liu, Yutong Wang, Derek F. Wong, Runzhe Zhan, Liangxuan Yu and Min Zhang. Revisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2023), 2023.
Qingyu Lu, Liang Ding, Liping Xie, Kanjian Zhang, Derek F. Wong and Dacheng Tao. Toward Human-Like Evaluation for Natural Language Generation with Error Analysis. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2023), 2023.
Yinghao Li, Xuebo Liu, Shuo Wang, Peiyuan Gong, Derek F. Wong, Yang Gao, Heyan Huang and Min Zhang. TemplateGEC: Improving Grammatical Error Correction with Detection Template. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2023), 2023.
Tao Fang, Jinpeng Hu, Derek F. Wong, Xiang Wan, Lidia S. Chao and Tsung-Hui Chang. Improving Grammatical Error Correction with Multimodal Feature Integration. In Findings of the Association for Computational Linguistics (ACL 2023), 2023.
Tao Fang, Xuebo Liu, Derek F. Wong, Runzhe Zhan, Liang Ding, Lidia S. Chao, Dacheng Tao and Min Zhang. TransGEC: Improving Grammatical Error Correction with Translationese. In Findings of the Association for Computational Linguistics (ACL 2023), 2023.
Huang, Zhihong, Longyue Wang, Siyou Liu, and Derek F. Wong. How Does Pretraining Improve Discourse-Aware Translation?. In Interspeech 2023.
Jingkun Ma, Runzhe Zhan, and Derek F. Wong. 2023. Yu Sheng: Human-in-Loop Classical Chinese Poetry Generation System. In Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics (EACL): System Demonstrations, pages 57–66, Dubrovnik, Croatia. Association for Computational Linguistics.
Mingzhou Xu, Longyue Wang, Derek F. Wong, Hongye Liu, Linfeng Song, Lidia S. Chao, Shuming Shi, and Zhaopeng Tu. GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation. In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP 2022), pages 11266–11278, Abu Dhabi, United Arab Emirates. Association for Computational Linguistics.
Yu Wan, Dayiheng Liu, Baosong Yang, Haibo Zhang, Boxing Chen, Derek F. Wong, and Lidia Chao. UniTE: Unified Translation Evaluation. In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (ACL 2022), pp. 8117-8127. 2022.
Yu Wan, Baosong Yang, Dayiheng Liu, Rong Xiao, Derek F. Wong, Haibo Zhang, Boxing Chen, and Lidia Chao. Attention Mechanism with Energy-Friendly Operations. In Findings of the Association for Computational Linguistics: ACL 2022, pp. 3969-3976. 2022.
Mingzhou Xu, Baosong Yang,Derek F. Wong, and Lidia S. Chao. (2022). Multi-view Self-attention Networks. Knowledge-Based Systems.241 (2022), p. 108268.
2021
Mingzhou Xu, Liangyou Li, Derek F. Wong, Qun Liu, Lidia S. Chao. (2021) Document Graph for Neural Machine Translation. In Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing (EMNLP 2021), 8435–8448.
Yu Wan, Dayiheng Liu, Baosong Yang, Tianchi Bi, Haibo Zhang, Boxing Chen, Weihua Luo, Derek F. Wong, and Lidia S. Chao. (2021). RoBLEURT Submission for WMT2021 Metrics Task. In Proceedings of the Sixth Conference on Machine Translation, pp. 1053-1058. 2021.
Runzhe Zhan, Xuebo Liu, Derek F. Wong and Lidia S. Chao. (2021). Variance-Aware Machine Translation Test Sets. In Proceedings of the Twenty-ninth Conference on Neural Information Processing Systems, Datasets & Benchmarks Track (NeurIPS 2021).
Runzhe Zhan, Xuebo Liu, Derek F. Wong and Lidia S. Chao. (2021). Difficulty-Aware Machine Translation Evaluation. In Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021).
Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi and Zhaopeng Tu. (2021). Reducing Copying Errors in Pre-Training for Neural Machine Translation. In Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021).
Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, and Zhaopeng Tu. (2021). Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation. In Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021).
Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao and Zhaopeng Tu. (2021). Progressive Multi-Granularity Training for Non-Autoregressive Translation. In Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021).
Dong Wang, Yang Zhang, Qiang Li, Yue Shen, Ziqi Liu, Xiaodong Zeng, Zhiqiang Zhang, Jinjie Gu and Derek F. Wong. (2021). User Retention: A Causal Approach with Triple Task Modeling. In Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021).
Bai, Xuefeng, Yafu Li, Zhirui Zhang, Mingzhou Xu, Boxing Chen, Weihua Luo, Derek F. Wong, and Yue Zhang. (2021) Sentence-State LSTMs For Sequence-to-Sequence Learning. In CCF International Conference on Natural Language Processing and Chinese Computing, pp. 104-115. Springer, Cham, 2021.
Yikai Zhou, Baosong Yang, Derek F. Wong, Yu Wan and Lidia S. Chao. (2020). Uncertainty-Aware Curriculum Learning for Neural Machine Translation. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020). Seattle, US: Association for Computational Linguistics.
Xuebo Liu, Houtim Lai, Derek F. Wong, Lidia S. Chao and Liang Tian. (2020). Norm-Based Curriculum Learning for Neural Machine Translation. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020). Seattle, US: Association for Computational Linguistics.
Bowen Wu, MengYuan Li, Zongsheng Wang, Yifu Chen, Derek F. Wong, Qihang Feng, Junhong Huang and Baoxun Wang. (2020). Guiding Variational Response Generator to Exploit Persona. In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (ACL 2020). Seattle, US: Association for Computational Linguistics.
Xuancheng Huang, Jiacheng Zhang, Zhixing Tan, Derek F. Wong, Huanbo Luan, JingfangXu, Maosong Sun and Yang Liu. (2020). Modeling Voting for System Combination in Machine Translation. In Proceedings of the 29th International Joint Conference on Artificial Intelligence (IJCAI 2020), 3694-3701.
Yu Wan, Baosong Yang, Derek F. Wong, Yikai Zhou, Lidia S. Chao, Haibo Zhang and Boxing Chen. (2020). Self-Paced Learning for Neural Machine Translation. In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP 2020). Association for Computational Linguistics.
Mingzhou Xu, Derek F. Wong, Baosong Yang, Yue Zhang, and Lidia S. Chao. (2019). Leveraging Local and Global Patterns for Self-Attention Networks. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019) (pp. 3069–3075). Florence, Italy: Association for Computational Linguistics.
Baosong Yang, Longyue Wang, Derek F. Wong, Lidia S. Chao, and Zhaopeng Tu. (2019). Assessing the Ability of Self-Attention Networks to Learn Word Order. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019) (pp. 3635–3644). Florence, Italy: Association for Computational Linguistics.
Xuebo Liu, Derek F. Wong, Yang Liu, Lidia S. Chao, Tong Xiao, and Jingbo Zhu. (2019). Shared-Private Bilingual Word Embeddings for Neural Machine Translation. In Proceedings of The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019), Florence, Italy. Association for Computational Linguistics.
Qiang Wang, Bei Li, Tong Xiao, Jingbo Zhu, Changliang Li, Derek F. Wong, and Lidia S. Chao. (2019). Learning Deep Transformer Models for Machine Translation. In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019). Florence, Italy: Association for Computational Linguistics.
Baosong Yang, Jian Li, Derek F. Wong, Lidia S. Chao, Xing Wang, and Zhaopeng Tu. (2019). Context-Aware Self-Attention Networks. In Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), AAAI Press.
Baosong Yang, Longyue Wang, Derek F. Wong, Lidia S. Chao, and Zhaopeng Tu. (2019). Convolutional Self-Attention Networks. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2019). Minneapolis, Minnesota: Association for Computational Linguistics.
Baosong Yang, Zhaopeng Tu, Derek F. Wong, Fandong Meng, Lidia S. Chao, and Tong Zhang. (2018). Modeling Localness for Self-Attention Networks. In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018). Brussels, Belgium: Association for Computational Linguistics.
Lidia S. Chao, Derek F. Wong, Chi Hong Ao, and Ana Luísa Leal. (2018). UM-PCorpus: A Large Portuguese-Chinese Parallel Corpus. In Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018). Miyazaki, Japan: European Language Resources Association (ELRA).
Chongman Leong, Derek F. Wong, and Lidia S. Chao. (2018). UM-pAligner: Neural Network-Based Parallel Sentence Identification Model. In Proceedings of the Eleventh International Conference on Language Resources and Evaluation (LREC 2018). Miyazaki, Japan: European Language Resources Association (ELRA).
Junwen Xing, Derek F. Wong, Lidia S. Chao, Ana Luísa V. Leal, Márcia Schmaltz, and Chunhui Lu. (2016). Syntaxtree Aligner: A Web-based Parallel Tree Alignment Toolkit. In Proceedings of the International Conference on Wavelet Analysis and Pattern Recognition (pp. 37–42). Jeju, South Korea: IEEE.
Yiming Wang, Derek F. Wong, Lidia S. Chao, Ben Ao, Connie Y. Tong, and Yi Lu. (2015). The Report of NLP2CT for CWMT 2015 Evaluation Task. In Proceedings of the 11th China Workshop on Machine Translation (CWMT 2015), pp. 157–164. Hefei, Anhui, China: CIPS.
Xiaodong Zeng, Lidia S. Chao, Derek F. Wong, Isabel Trancoso, and Liang Tian. (2014). Toward Better Chinese Word Segmentation for SMT via Bilingual Constraints. In Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (ACL 2014), pp. 1360–1369. Baltimore, Maryland: Association for Computational Linguistics.
Liang Tian, Derek F. Wong, Lidia S. Chao, Paulo Quaresma, Francisco Oliveira, and Yi Lu. (2014). UM-Corpus: A Large English-Chinese Parallel Corpus for Statistical Machine Translation. In Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC’14). Reykjavik, Iceland: European Language Resources Association (ELRA).
Aaron Li-Feng Han, Derek F. Wong, Lidia S. Chao, Yi Lu, Liangye He, and Liang Tian. (2014). A Universal Phrase Tagset for Multilingual Treebanks. In Proceedings of the 13th China National Conference (CCL 2014), and Second International Symposium (NLP-NABD 2014): Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data (Vol. 8801, pp. 247–258). Springer.
Yiming Wang, Longyue Wang, Derek F. Wong, Lidia S. Chao, Xiaodong Zeng, and Yi Lu. (2014). Factored Statistical Machine Translation for Grammatical Error Correction. In Proceedings of the Eighteenth Conference on Computational Natural Language Learning (CoNLL 2014) (pp. 83–90). Baltimore, Maryland: Association for Computational Linguistics.
Longyue Wang, Yi Lu, Derek F. Wong, Lidia S. Chao, Yiming Wang, and Francisco Oliveira. (2014). Combining Domain Adaptation Approaches for Medical Text Translation. In Proceedings of the Ninth Workshop on Statistical Machine Translation (WMT 2014), pp. 254–259. Baltimore, Maryland, USA: Association for Computational Linguistics.
Yi Lu, Longyue Wang, Derek F. Wong, Lidia S. Chao, and Yiming Wang. (2014). Domain Adaptation for Medical Text Translation using Web Resources. In Proceedings of the Ninth Workshop on Statistical Machine Translation (WMT 2014), pp. 233–238. Baltimore, Maryland, USA: Association for Computational Linguistics.
Junwen Xing, Longyue Wang, Derek F. Wong, Lidia S. Chao, and Xiaodong Zeng. (2013). UM-Checker: A Hybrid System for English Grammatical Error Correction. In Proceedings of the Seventeenth Conference on Computational Natural Language Learning (CoNLL 2013), pp. 34–42. Sofia, Bulgaria: Association for Computational Linguistics.
Aaron Li-Feng Han, Derek F. Wong, Lidia S. Chao, Liangye He, Shuo Li, and Ling Zhu. (2013). Phrase Tagset Mapping for French and English Treebanks and Its Application in Machine Translation Evaluation. In Proceedings of the International Conference of the German Society for Computational Linguistics and Language Technology: Language Processing and Knowledge in the Web (Vol. 8105, pp. 119–131). Darmstadt, Germany: Springer-Verlag Berlin Heidelberg.
Longyue Wang, Derek F. Wong, Lidia S. Chao, Yi Lu, and Junwen Xing. (2013). iCPE: A Hybrid Data Selection Model for SMT Domain Adaptation. In Proceedings of the 12th China National Conference (CCL 2013) and First International Symposium (NLP-NABD 2013): Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data (pp. 280–290). Springer.
Aaron Li-Feng Han, Derek F. Wong, Lidia S. Chao, Liangye He, Ling Zhu, and Shuo Li. (2013). A Study of Chinese Word Segmentation Based on the Characteristics of Chinese. In Proceedings of the International Conference of the German Society for Computational Linguistics and Language Technology: Language Processing and Knowledge in the Web (Vol. 8105, pp. 111–118). Darmstadt, Germany: Springer-Verlag Berlin Heidelberg.
Aaron Li-Feng Han, Derek F. Wong, Lidia S. Chao, Yi Lu, Liangye He, Yiming Wang, and Jiaji Zhou. (2013). A Description of Tunable Machine Translation Evaluation Systems in WMT13 Metrics Task. In Proceedings of the Eighth Workshop on Statistical Machine Translation (WMT 2013), pp. 414–421. Sofia, Bulgaria: Association for Computational Linguistics.
Qiuping Huang, Derek F. Wong, Lidia S. Chao, Xiaodong Zeng, and Liangye He. (2013). Augmented Parsing of Unknown Word by Graph-based Semi-supervised Learning. In Proceedings of the 27th Pacific Asia Conference on Language, Information, and Computation (PACLIC 27), pp. 474–482. Taipei, Taiwan.
Longyue Wang, Derek F. Wong, Lidia S. Chao, Junwen Xing, Yi Lu, and Isabel Trancoso. (2013). Edit Distance: A New Data Selection Criterion for Domain Adaptation in SMT. In Proceedings of the International Conference of Recent Advances in Natural Language Processing (RANLP 2013), pp. 727–732. Hissar, Bulgaria.
Shuo Li, Derek F. Wong, and Lidia S. Chao. (2012). Korean-Chinese statistical translation model. In Proceedings of the 2012 International Conference on Machine Learning and Cybernetics (ICMLC 2012), pp. 767–772. Xian, Shaanxi, China.
Liangye He, Derek F. Wong, and Lidia S. Chao. (2012). Adapting Multilingual Parsing Models to Sinica Treebank. In Proceedings of the Second CIPS-SIGHAN Joint Conference on Chinese Language Processing, pp. 211–215. Tianjin, China.
Qiuping Huang, Liangye He, Derek F. Wong, and Lidia S. Chao. (2012). A Simplified Chinese Parser with Factored Model. In Proceedings of the Second CIPS-SIGHAN Joint Conference on Chinese Language Processing, pp. 188–193. Tianjin, China.
Zong Hao, Derek F. Wong, and Lidia S. Chao. (2012b). Rules Design in Word Segmentation of Chinese Micro-Blog. In Proceedings of the Second CIPS-SIGHAN Joint Conference on Chinese Language Processing, pp. 90–94. Tianjin, China.
Liang Tian, Fai Wong, and Sam Chao. (2011). Word Alignment Using GIZA++ on Windows. In Proceedings of Machine Translation Summit XIII (MT Summit XIII), pp. 369–372. Xiamen, China.
Sam Chao, Fai Wong, Heng Leong Lam, and Mang I. Vai. (2011). Blind Biosignal Classification Framework Based on DTW Algorithm. In Proceedings of the International Conference on Machine Learning and Cybernetics (ICMLC 2011), Vol. 4, pp. 1684–1689. Guilin, China: IEEE.
Oliveira, Francisco, Wong Fai, and Sam Chao. (2011). Strategic Improvement of Machine Translated Texts Based on Manual Evaluation. In III SIMELP Simpósio Mundial de Estudos de Língua Portuguesa, SIMPÓSIO 46 – Propostas Integração de Metodologias para o Estudo do Processo Tradutório. Macau, China.
Fai Wong, Francisco Oliveira, and Sam Chao. (2011). Human Analysis of Machine Translated Documents between Portuguese Chinese Machine Aided Translation System and Online Translation Systems. In III SIMELP Simpósio Mundial de Estudos de Língua Portuguesa, SIMPÓSIO 46 – Propostas Integração de Metodologias para o Estudo do Processo Tradutório. Macau, China.
Xiao Dong Zeng, Sam Chao, and Fai Wong. (2011). Ensemble Learning on Portuguese POS Tagging. In III SIMELP Simpósio Mundial de Estudos de Língua Portguguesa, SIMPÓSIO 46 – Propostas Integração de Metodologias para o Estudo do Processo Tradutório. Macau, China.
Liang Tian, Fai Wong, and Sam Chao. (2011). Phrase Oriented Word Alignment Method. In Proceedings of the 7th China Workshop on Machine Translation (CWMT 2011), pp. 237–250. Xiamen, China.
Francisco Oliveira, Fai Wong, and Hong Iok Sai. (2010a). Systematic Processing of Long Sentences in Rule-based Portuguese-Chinese Machine Translation. In Proceedings of the 11th International Conference on Intelligent Text Processing and Computational Linguistics: Computational Linguistics and Intelligent Text Processing, Vol. 6008, pp. 417–426. Iasi, Romania: Springer Berlin / Heidelberg.
Francisco Oliveira, Fai Wong, Sam Chao, and Chi Wai Tang. (2010). Portuguese Chinese Machine Aided Translation System. In Proceedings of the International Translators’ Federation (FIT) 6th Asian Translator’s Forum. Macau SAR.
Fai Wong, Sam Chao, Wai Kit Chan, and Yi Ping Li. (2010). Recognition of Chinese Character in Snapshot Translation System. In Proceedings of the International Conference on Audio Language and Image Processing (ICALIP), pp. 821–825. Shanghai, China: IEEE.
Xiao Dong Zeng, Sam Chao, and Fai Wong. (2010). Optimization of Bagging Classifiers Based on SBCB Algorithm. In Proceedings of the International Conference on Machine Learning and Cybernetics (ICMLC2010), Vol. 1, pp. 262–267. Qingdao, China: IEEE Computer Society.
Sam Chao, and Fai Wong. (2009). A Multi-agent Learning Paradigm for Medical Data Mining Diagnostic Workbench. In Data Mining and Multiagent Integration (pp. 177–186). Springer US.
Ka Seng Leong, Fai Wong, Yiping Li, and Ming Chui Dong. (2008). Chinese Tagging Based on Maximum Entropy Model. In Proceedings of the Sixth SIGHAN Workshop on Chinese Language Processing.
Fai Wong, Dong Cheng Hu, Yu Hang Mao, Ming Chui Dong, and Yi Ping Li. (2005). Machine Translation Based on Constraint-Based Synchronous Grammar. In Proceedings of the 2nd International Joint Conference on Natural Language Processing: Natural Language Processing (IJCNLP 2005), Vol. 3651, pp. 612–623. Jeju Island, Republic of Korea: Springer Berlin / Heidelberg.
Fai Wong, Chi Wai Tang, Ming Chui Dong, Yu Hang Mao, and Yi Ping Li. (2004). Example-Based Machine Translation Based on Translation Corresponding Tree Representation. In Proceedings of the First International Joint Conference on Natural Language Processing: International Workshop on Machine Translation and Multilingual Information Retrieval (MTMIR 2004), pp. 31–38. Hainan Island, China.