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Derek Fai Wong
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2020 – today
- 2024
[j24]Jianhui Pang, Baosong Yang, Derek Fai Wong
, Yu Wan, Dayiheng Liu, Lidia S. Chao, Jun Xie:
Rethinking the Exploitation of Monolingual Data for Low-Resource Neural Machine Translation. Comput. Linguistics 50(1): 25-47 (2024)- [j23]Guanhua Chen, Runzhe Zhan, Derek F. Wong, Lidia S. Chao:
Dynamic curriculum learning for conversation response selection. Knowl. Based Syst. 293: 111687 (2024) - [c87]Jianhui Pang, Fanghua Ye, Derek F. Wong, Xin He, Wanshun Chen, Longyue Wang:
Anchor-based Large Language Models. ACL (Findings) 2024: 4958-4976 - [c86]Longyue Wang, Zefeng Du, Wenxiang Jiao, Chenyang Lyu, Jianhui Pang, Leyang Cui, Kaiqiang Song, Derek F. Wong, Shuming Shi, Zhaopeng Tu:
Benchmarking and Improving Long-Text Translation with Large Language Models. ACL (Findings) 2024: 7175-7187 - [c85]Zhexuan Wang, Shudong Liu, Xuebo Liu, Miao Zhang, Derek F. Wong, Min Zhang:
Domain-Aware k-Nearest-Neighbor Knowledge Distillation for Machine Translation. ACL (Findings) 2024: 9458-9469 - [c84]Runzhe Zhan, Xinyi Yang, Derek F. Wong, Lidia S. Chao, Yue Zhang:
Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model. ACL (Findings) 2024: 12131-12145 - [c83]Chen Li, Meishan Zhang, Xuebo Liu, Zhaocong Li, Derek F. Wong, Min Zhang:
Towards Demonstration-Aware Large Language Models for Machine Translation. ACL (Findings) 2024: 13868-13881 - [c82]Shanshan Wang, Derek F. Wong, Jingming Yao, Lidia S. Chao:
What is the Best Way for ChatGPT to Translate Poetry? ACL (1) 2024: 14025-14043 - [c81]Kaixin Lan, Tao Fang, Derek F. Wong, Yabo Xu, Lidia S. Chao, Cecilia G. Zhao:
FOCUS: Forging Originality through Contrastive Use in Self-Plagiarism for Language Models. ACL (Findings) 2024: 14432-14447 - [c80]Xinyu Ma, Xuebo Liu, Derek F. Wong, Jun Rao, Bei Li, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang:
3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset. LREC/COLING 2024: 1-13 - [c79]Chenyang Lyu, Zefeng Du, Jitao Xu, Yitao Duan, Minghao Wu, Teresa Lynn, Alham Fikri Aji, Derek F. Wong, Longyue Wang:
A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models. LREC/COLING 2024: 1339-1352 - [c78]Guanhua Chen, Yutong Yao, Derek F. Wong, Lidia S. Chao:
A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU. LREC/COLING 2024: 1778-1788 - [c77]Jianhui Pang, Baosong Yang, Derek F. Wong, Dayiheng Liu, Xiangpeng Wei, Jun Xie, Lidia S. Chao:
MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation. LREC/COLING 2024: 11560-11573 - [i54]Jianhui Pang, Fanghua Ye, Longyue Wang, Dian Yu, Derek F. Wong, Shuming Shi, Zhaopeng Tu:
Salute the Classic: Revisiting Challenges of Machine Translation in the Age of Large Language Models. CoRR abs/2401.08350 (2024) - [i53]Fanghua Ye, Mingming Yang, Jianhui Pang, Longyue Wang, Derek F. Wong, Emine Yilmaz, Shuming Shi, Zhaopeng Tu:
Benchmarking LLMs via Uncertainty Quantification. CoRR abs/2401.12794 (2024) - [i52]Jianhui Pang, Fanghua Ye, Derek F. Wong, Longyue Wang:
Anchor-based Large Language Models. CoRR abs/2402.07616 (2024) - [i51]Liangxin Liu, Xuebo Liu, Derek F. Wong, Dongfang Li, Ziyi Wang, Baotian Hu, Min Zhang:
SelectIT: Selective Instruction Tuning for Large Language Models via Uncertainty-Aware Self-Reflection. CoRR abs/2402.16705 (2024) - [i50]Haoyun Xu, Runzhe Zhan, Derek F. Wong, Lidia S. Chao:
Let's Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language Model. CoRR abs/2403.11621 (2024) - [i49]Runzhe Zhan, Xinyi Yang, Derek F. Wong, Lidia S. Chao, Yue Zhang:
Prefix Text as a Yarn: Eliciting Non-English Alignment in Foundation Language Model. CoRR abs/2404.16766 (2024) - [i48]Xinyu Ma, Xuebo Liu, Derek F. Wong, Jun Rao, Bei Li, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang:
3AM: An Ambiguity-Aware Multi-Modal Machine Translation Dataset. CoRR abs/2404.18413 (2024) - [i47]Guanhua Chen, Yutong Yao, Derek F. Wong, Lidia S. Chao:
A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU. CoRR abs/2405.02925 (2024) - [i46]Junchao Wu, Runzhe Zhan, Derek F. Wong, Shu Yang, Xuebo Liu, Lidia S. Chao, Min Zhang:
Who Wrote This? The Key to Zero-Shot LLM-Generated Text Detection Is GECScore. CoRR abs/2405.04286 (2024) - [i45]Yiming Wang, Pei Zhang, Baosong Yang, Derek F. Wong, Zhuosheng Zhang, Rui Wang:
Trajectory Volatility for Out-of-Distribution Detection in Mathematical Reasoning. CoRR abs/2405.14039 (2024) - [i44]Chenhao Zhang, Renhao Li, Minghuan Tan, Min Yang, Jingwei Zhu, Di Yang, Jiahao Zhao, Guancheng Ye, Chengming Li, Xiping Hu, Derek F. Wong:
CPsyCoun: A Report-based Multi-turn Dialogue Reconstruction and Evaluation Framework for Chinese Psychological Counseling. CoRR abs/2405.16433 (2024) - [i43]Kaixin Lan, Tao Fang, Derek F. Wong, Yabo Xu, Lidia S. Chao, Cecilia G. Zhao:
FOCUS: Forging Originality through Contrastive Use in Self-Plagiarism for Language Models. CoRR abs/2406.00839 (2024) - [i42]Shanshan Wang, Derek F. Wong, Jingming Yao, Lidia S. Chao:
What is the Best Way for ChatGPT to Translate Poetry? CoRR abs/2406.03450 (2024) - [i41]Renhao Li, Minghuan Tan, Derek F. Wong, Min Yang:
CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation. CoRR abs/2406.07054 (2024) - [i40]Zhipeng Qian, Pei Zhang, Baosong Yang, Kai Fan, Yiwei Ma, Derek F. Wong, Xiaoshuai Sun, Rongrong Ji:
AnyTrans: Translate AnyText in the Image with Large Scale Models. CoRR abs/2406.11432 (2024) - [i39]Zihao Zhou, Shudong Liu, Maizhen Ning, Wei Liu, Jindong Wang, Derek F. Wong, Xiaowei Huang, Qiufeng Wang, Kaizhu Huang:
Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist. CoRR abs/2407.08733 (2024) - [i38]Tianxiang Hu, Pei Zhang, Baosong Yang, Jun Xie, Derek F. Wong, Rui Wang:
Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning. CoRR abs/2410.02631 (2024) - 2023
- [j22]Mingzhou Xu, Longyue Wang, Siyou Liu, Derek F. Wong, Shuming Shi, Zhaopeng Tu:
A benchmark dataset and evaluation methodology for Chinese zero pronoun translation. Lang. Resour. Evaluation 57(3): 1263-1293 (2023) - [j21]Rong Xiao, Yu Wan, Baosong Yang, Haibo Zhang, Huajin Tang, Derek F. Wong, Boxing Chen:
Towards Energy-Preserving Natural Language Understanding With Spiking Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. 31: 439-447 (2023) - [j20]Cuilian Zhang, Derek F. Wong, Eddy Sio Kei Lei, Runzhe Zhan, Lidia S. Chao:
Obscurity-Quantified Curriculum Learning for Machine Translation Evaluation. IEEE ACM Trans. Audio Speech Lang. Process. 31: 2259-2271 (2023) - [j19]Guanhua Chen, Runzhe Zhan, Derek F. Wong, Lidia S. Chao:
Multi-Level Curriculum Learning for Multi-Turn Dialogue Generation. IEEE ACM Trans. Audio Speech Lang. Process. 31: 3958-3967 (2023) - [c76]Runzhe Zhan, Xuebo Liu, Derek F. Wong, Cuilian Zhang, Lidia S. Chao, Min Zhang:
Test-time Adaptation for Machine Translation Evaluation by Uncertainty Minimization. ACL (1) 2023: 807-820 - [c75]Shudong Liu, Xuebo Liu, Derek F. Wong, Zhaocong Li, Wenxiang Jiao, Lidia S. Chao, Min Zhang:
kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation. ACL (1) 2023: 1878-1891 - [c74]Tao Fang, Xuebo Liu, Derek F. Wong, Runzhe Zhan, Liang Ding, Lidia S. Chao, Dacheng Tao, Min Zhang:
TransGEC: Improving Grammatical Error Correction with Translationese. ACL (Findings) 2023: 3614-3633 - [c73]Qingyu Lu, Liang Ding, Liping Xie, Kanjian Zhang, Derek F. Wong, Dacheng Tao:
Toward Human-Like Evaluation for Natural Language Generation with Error Analysis. ACL (1) 2023: 5892-5907 - [c72]Yinghao Li, Xuebo Liu, Shuo Wang, Peiyuan Gong, Derek F. Wong, Yang Gao, Heyan Huang, Min Zhang:
TemplateGEC: Improving Grammatical Error Correction with Detection Template. ACL (1) 2023: 6878-6892 - [c71]Tao Fang, Jinpeng Hu, Derek F. Wong, Xiang Wan, Lidia S. Chao, Tsung-Hui Chang:
Improving Grammatical Error Correction with Multimodal Feature Integration. ACL (Findings) 2023: 9328-9344 - [c70]Xuebo Liu, Yutong Wang, Derek F. Wong, Runzhe Zhan, Liangxuan Yu, Min Zhang:
Revisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge. ACL (1) 2023: 15536-15550 - [c69]Jingkun Ma, Runzhe Zhan, Derek F. Wong:
Yu Sheng: Human-in-Loop Classical Chinese Poetry Generation System. EACL (System Demonstrations) 2023: 57-66 - [c68]Chi Seng Cheang, Hou Pong Chan, Derek F. Wong, Xuebo Liu, Zhaocong Li, Yanming Sun, Shudong Liu, Lidia S. Chao:
Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization. EMNLP 2023: 16205-16217 - [c67]Zhihong Huang, Longyue Wang, Siyou Liu, Derek F. Wong:
How Does Pretraining Improve Discourse-Aware Translation? INTERSPEECH 2023: 3899-3903 - [i37]Keqin Bao, Yu Wan, Dayiheng Liu, Baosong Yang, Wenqiang Lei, Xiangnan He, Derek F. Wong, Jun Xie:
Towards Fine-Grained Information: Identifying the Type and Location of Translation Errors. CoRR abs/2302.08975 (2023) - [i36]Tao Fang, Shu Yang, Kaixin Lan, Derek F. Wong, Jinpeng Hu, Lidia S. Chao, Yue Zhang:
Is ChatGPT a Highly Fluent Grammatical Error Correction System? A Comprehensive Evaluation. CoRR abs/2304.01746 (2023) - [i35]Chi Seng Cheang, Hou Pong Chan, Derek F. Wong, Xuebo Liu, Zhaocong Li, Yanming Sun, Shudong Liu, Lidia S. Chao:
TempoSum: Evaluating the Temporal Generalization of Abstractive Summarization. CoRR abs/2305.01951 (2023) - [i34]Zhihong Huang, Longyue Wang, Siyou Liu, Derek F. Wong:
How Does Pretraining Improve Discourse-Aware Translation? CoRR abs/2305.19847 (2023) - [i33]Xinyi Yang, Runzhe Zhan, Derek F. Wong, Junchao Wu, Lidia S. Chao:
Human-in-the-loop Machine Translation with Large Language Model. CoRR abs/2310.08908 (2023) - [i32]Junchao Wu, Shu Yang, Runzhe Zhan, Yulin Yuan, Derek F. Wong, Lidia S. Chao:
A Survey on LLM-generated Text Detection: Necessity, Methods, and Future Directions. CoRR abs/2310.14724 (2023) - 2022
- [j18]Yu Wan, Baosong Yang, Derek Fai Wong, Lidia S. Chao, Liang Yao, Haibo Zhang, Boxing Chen:
Challenges of Neural Machine Translation for Short Texts. Comput. Linguistics 48(2): 321-342 (2022) - [j17]Mingzhou Xu, Baosong Yang, Derek F. Wong, Lidia S. Chao:
Multi-view self-attention networks. Knowl. Based Syst. 241: 108268 (2022) - [c66]Yu Wan, Baosong Yang, Dayiheng Liu, Rong Xiao, Derek F. Wong, Haibo Zhang, Boxing Chen, Lidia S. Chao:
Attention Mechanism with Energy-Friendly Operations. ACL (Findings) 2022: 3969-3976 - [c65]Yu Wan, Dayiheng Liu, Baosong Yang, Haibo Zhang, Boxing Chen, Derek F. Wong, Lidia S. Chao:
UniTE: Unified Translation Evaluation. ACL (1) 2022: 8117-8127 - [c64]Zhaocong Li, Xuebo Liu, Derek F. Wong, Lidia S. Chao, Min Zhang:
ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation. EMNLP 2022: 8383-8394 - [c63]Mingzhou Xu, Longyue Wang, Derek F. Wong, Hongye Liu, Linfeng Song, Lidia S. Chao, Shuming Shi, Zhaopeng Tu:
GuoFeng: A Benchmark for Zero Pronoun Recovery and Translation. EMNLP 2022: 11266-11278 - [c62]Yu Wan, Keqin Bao, Dayiheng Liu, Baosong Yang, Derek F. Wong, Lidia S. Chao, Wenqiang Lei, Jun Xie:
Alibaba-Translate China's Submission for WMT2022 Metrics Shared Task. WMT 2022: 586-592 - [c61]Keqin Bao, Yu Wan, Dayiheng Liu, Baosong Yang, Wenqiang Lei, Xiangnan He, Derek F. Wong, Jun Xie:
Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task. WMT 2022: 597-605 - [i31]Yu Wan, Dayiheng Liu, Baosong Yang, Haibo Zhang, Boxing Chen, Derek F. Wong, Lidia S. Chao:
UniTE: Unified Translation Evaluation. CoRR abs/2204.13346 (2022) - [i30]Yu Wan, Dayiheng Liu, Baosong Yang, Tianchi Bi, Haibo Zhang, Boxing Chen, Weihua Luo, Derek F. Wong, Lidia S. Chao:
RoBLEURT Submission for the WMT2021 Metrics Task. CoRR abs/2204.13352 (2022) - [i29]Yu Wan, Baosong Yang, Dayiheng Liu, Rong Xiao, Derek F. Wong, Haibo Zhang, Boxing Chen, Lidia S. Chao:
Attention Mechanism with Energy-Friendly Operations. CoRR abs/2204.13353 (2022) - [i28]Yu Wan, Keqin Bao, Dayiheng Liu, Baosong Yang, Derek F. Wong, Lidia S. Chao, Wenqiang Lei, Jun Xie:
Alibaba-Translate China's Submission for WMT 2022 Metrics Shared Task. CoRR abs/2210.09683 (2022) - [i27]Keqin Bao, Yu Wan, Dayiheng Liu, Baosong Yang, Wenqiang Lei, Xiangnan He, Derek F. Wong, Jun Xie:
Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task. CoRR abs/2210.10049 (2022) - [i26]Zhaocong Li, Xuebo Liu, Derek F. Wong, Lidia S. Chao, Min Zhang:
ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation. CoRR abs/2212.04262 (2022) - [i25]Qingyu Lu, Liang Ding, Liping Xie, Kanjian Zhang, Derek F. Wong, Dacheng Tao:
Toward Human-Like Evaluation for Natural Language Generation with Error Analysis. CoRR abs/2212.10179 (2022) - 2021
- [j16]Baosong Yang, Longyue Wang, Derek F. Wong, Shuming Shi, Zhaopeng Tu:
Context-aware Self-Attention Networks for Natural Language Processing. Neurocomputing 458: 157-169 (2021) - [j15]Yujia Huo, Derek F. Wong, Lionel M. Ni, Lidia S. Chao, Jing Zhang, Xin Zuo:
Learning cognitive embedding using signed knowledge interaction graph. Knowl. Based Syst. 229: 107327 (2021) - [j14]Chongman Leong, Xuebo Liu, Derek F. Wong, Lidia S. Chao:
Exploiting Translation Model for Parallel Corpus Mining. IEEE ACM Trans. Audio Speech Lang. Process. 29: 2829-2839 (2021) - [c60]Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao:
Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation. AAAI 2021: 14310-14318 - [c59]Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao:
Difficulty-Aware Machine Translation Evaluation. ACL/IJCNLP (2) 2021: 26-32 - [c58]Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu:
Progressive Multi-Granularity Training for Non-Autoregressive Translation. ACL/IJCNLP (Findings) 2021: 2797-2803 - [c57]Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu:
Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation. ACL/IJCNLP (1) 2021: 3431-3441 - [c56]Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu:
On the Copying Behaviors of Pre-Training for Neural Machine Translation. ACL/IJCNLP (Findings) 2021: 4265-4275 - [c55]Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu:
On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation. EMNLP (Findings) 2021: 2900-2907 - [c54]Mingzhou Xu, Liangyou Li, Derek F. Wong, Qun Liu, Lidia S. Chao:
Document Graph for Neural Machine Translation. EMNLP (1) 2021: 8435-8448 - [c53]Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Zhaopeng Tu:
Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning. ICLR 2021 - [c52]Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu:
Understanding and Improving Lexical Choice in Non-Autoregressive Translation. ICLR 2021 - [c51]Yang Zhang, Dong Wang, Qiang Li, Yue Shen, Ziqi Liu, Xiaodong Zeng, Zhiqiang Zhang, Jinjie Gu, Derek F. Wong:
User Retention: A Causal Approach with Triple Task Modeling. IJCAI 2021: 3399-3405 - [c50]Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao:
Variance-Aware Machine Translation Test Sets. NeurIPS Datasets and Benchmarks 2021 - [c49]Xuefeng Bai, Yafu Li, Zhirui Zhang, Mingzhou Xu, Boxing Chen, Weihua Luo, Derek F. Wong, Yue Zhang:
Sentence-State LSTMs For Sequence-to-Sequence Learning. NLPCC (1) 2021: 104-115 - [c48]Yu Wan, Dayiheng Liu, Baosong Yang, Tianchi Bi, Haibo Zhang, Boxing Chen, Weihua Luo, Derek F. Wong, Lidia S. Chao:
RoBLEURT Submission for WMT2021 Metrics Task. WMT@EMNLP 2021: 1053-1058 - [i24]Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao:
Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation. CoRR abs/2103.02262 (2021) - [i23]Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu:
Rejuvenating Low-Frequency Words: Making the Most of Parallel Data in Non-Autoregressive Translation. CoRR abs/2106.00903 (2021) - [i22]Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu:
Progressive Multi-Granularity Training for Non-Autoregressive Translation. CoRR abs/2106.05546 (2021) - [i21]Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu:
On the Copying Behaviors of Pre-Training for Neural Machine Translation. CoRR abs/2107.08212 (2021) - [i20]Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao:
Difficulty-Aware Machine Translation Evaluation. CoRR abs/2107.14402 (2021) - [i19]Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Shuming Shi, Zhaopeng Tu:
On the Complementarity between Pre-Training and Back-Translation for Neural Machine Translation. CoRR abs/2110.01811 (2021) - [i18]Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao:
Variance-Aware Machine Translation Test Sets. CoRR abs/2111.04079 (2021) - 2020
- [j13]Yujia Huo, Derek F. Wong, Lionel M. Ni, Lidia S. Chao, Jing Zhang:
Knowledge modeling via contextualized representations for LSTM-based personalized exercise recommendation. Inf. Sci. 523: 266-278 (2020) - [j12]Baosong Yang, Derek F. Wong, Lidia S. Chao, Min Zhang:
Improving tree-based neural machine translation with dynamic lexicalized dependency encoding. Knowl. Based Syst. 188 (2020) - [j11]Yujia Huo, Derek F. Wong, Lionel M. Ni, Lidia S. Chao, Jing Zhang:
HeTROPY: Explainable learning diagnostics via heterogeneous maximum-entropy and multi-spatial knowledge representation. Knowl. Based Syst. 207: 106389 (2020) - [c47]Yu Wan, Baosong Yang, Derek F. Wong, Lidia S. Chao, Haihua Du, Ben C. H. Ao:
Unsupervised Neural Dialect Translation with Commonality and Diversity Modeling. AAAI 2020: 9130-9137 - [c46]Bowen Wu, Mengyuan Li, Zongsheng Wang, Yifu Chen, Derek F. Wong, Qihang Feng, Junhong Huang, Baoxun Wang:
Guiding Variational Response Generator to Exploit Persona. ACL 2020: 53-65 - [c45]Xuebo Liu, Houtim Lai, Derek F. Wong, Lidia S. Chao:
Norm-Based Curriculum Learning for Neural Machine Translation. ACL 2020: 427-436 - [c44]Yikai Zhou, Baosong Yang, Derek F. Wong, Yu Wan, Lidia S. Chao:
Uncertainty-Aware Curriculum Learning for Neural Machine Translation. ACL 2020: 6934-6944 - [c43]Yu Wan, Baosong Yang, Derek F. Wong, Yikai Zhou, Lidia S. Chao, Haibo Zhang, Boxing Chen:
Self-Paced Learning for Neural Machine Translation. EMNLP (1) 2020: 1074-1080 - [c42]Xuancheng Huang, Jiacheng Zhang, Zhixing Tan, Derek F. Wong, Huanbo Luan, Jingfang Xu, Maosong Sun, Yang Liu:
Modeling Voting for System Combination in Machine Translation. IJCAI 2020: 3694-3701 - [i17]Xuebo Liu, Houtim Lai, Derek F. Wong, Lidia S. Chao:
Norm-Based Curriculum Learning for Neural Machine Translation. CoRR abs/2006.02014 (2020) - [i16]Xuancheng Huang, Jiacheng Zhang, Zhixing Tan, Derek F. Wong, Huanbo Luan, Jingfang Xu, Maosong Sun, Yang Liu:
Modeling Voting for System Combination in Machine Translation. CoRR abs/2007.06943 (2020) - [i15]Yu Wan, Baosong Yang, Derek F. Wong, Yikai Zhou, Lidia S. Chao, Haibo Zhang, Boxing Chen:
Self-Paced Learning for Neural Machine Translation. CoRR abs/2010.04505 (2020) - [i14]Mingzhou Xu, Liangyou Li, Derek F. Wong, Qun Liu, Lidia S. Chao:
Document Graph for Neural Machine Translation. CoRR abs/2012.03477 (2020) - [i13]Liang Ding, Longyue Wang, Xuebo Liu, Derek F. Wong, Dacheng Tao, Zhaopeng Tu:
Understanding and Improving Lexical Choice in Non-Autoregressive Translation. CoRR abs/2012.14583 (2020) - [i12]Xuebo Liu, Longyue Wang, Derek F. Wong, Liang Ding, Lidia S. Chao, Zhaopeng Tu:
Understanding and Improving Encoder Layer Fusion in Sequence-to-Sequence Learning. CoRR abs/2012.14768 (2020)
2010 – 2019
- 2019
- [j10]Xuebo Liu, Derek F. Wong, Lidia S. Chao, Yang Liu:
Latent Attribute Based Hierarchical Decoder for Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. 27(12): 2103-2112 (2019) - [c41]Baosong Yang, Jian Li, Derek F. Wong, Lidia S. Chao, Xing Wang, Zhaopeng Tu:
Context-Aware Self-Attention Networks. AAAI 2019: 387-394 - [c40]Qiang Wang, Bei Li, Tong Xiao, Jingbo Zhu, Changliang Li, Derek F. Wong, Lidia S. Chao:
Learning Deep Transformer Models for Machine Translation. ACL (1) 2019: 1810-1822 - [c39]Mingzhou Xu, Derek F. Wong, Baosong Yang, Yue Zhang, Lidia S. Chao:
Leveraging Local and Global Patterns for Self-Attention Networks. ACL (1) 2019: 3069-3075 - [c38]Xuebo Liu, Derek F. Wong, Yang Liu, Lidia S. Chao, Tong Xiao, Jingbo Zhu:
Shared-Private Bilingual Word Embeddings for Neural Machine Translation. ACL (1) 2019: 3613-3622 - [c37]Baosong Yang, Longyue Wang, Derek F. Wong, Lidia S. Chao, Zhaopeng Tu:
Assessing the Ability of Self-Attention Networks to Learn Word Order. ACL (1) 2019: 3635-3644 - [c36]Baosong Yang, Longyue Wang, Derek F. Wong, Lidia S. Chao, Zhaopeng Tu:
Convolutional Self-Attention Networks. NAACL-HLT (1) 2019: 4040-4045 - [i11]Baosong Yang, Jian Li, Derek F. Wong, Lidia S. Chao, Xing Wang, Zhaopeng Tu:
Context-Aware Self-Attention Networks. CoRR abs/1902.05766 (2019) - [i10]Baosong Yang, Longyue Wang, Derek F. Wong, Lidia S. Chao, Zhaopeng Tu:
Convolutional Self-Attention Networks. CoRR abs/1904.03107 (2019) - [i9]Baosong Yang, Longyue Wang, Derek F. Wong, Lidia S. Chao, Zhaopeng Tu:
Assessing the Ability of Self-Attention Networks to Learn Word Order. CoRR abs/1906.00592 (2019) - [i8]Qiang Wang, Bei Li, Tong Xiao, Jingbo Zhu, Changliang Li, Derek F. Wong, Lidia S. Chao:
Learning Deep Transformer Models for Machine Translation. CoRR abs/1906.01787 (2019) - [i7]Xuebo Liu, Derek F. Wong, Yang Liu, Lidia S. Chao, Tong Xiao, Jingbo Zhu:
Shared-Private Bilingual Word Embeddings for Neural Machine Translation. CoRR abs/1906.03100 (2019) - [i6]Bowen Wu, Mengyuan Li, Zongsheng Wang, Yifu Chen, Derek F. Wong, Qihang Feng, Junhong Huang, Baoxun Wang:
Guiding Variational Response Generator to Exploit Persona. CoRR abs/1911.02390 (2019) - [i5]Yu Wan, Baosong Yang, Derek F. Wong, Lidia S. Chao, Haihua Du, Ben C. H. Ao:
Unsupervised Neural Dialect Translation with Commonality and Diversity Modeling. CoRR abs/1912.05134 (2019) - 2018
- [j9]Bingquan Liu, Zhen Xu, Chengjie Sun, Baoxun Wang, Xiaolong Wang, Derek F. Wong, Min Zhang:
Content-Oriented User Modeling for Personalized Response Ranking in Chatbots. IEEE ACM Trans. Audio Speech Lang. Process. 26(1): 122-133 (2018) - [j8]Qiang Li, Derek F. Wong, Lidia S. Chao, Muhua Zhu, Tong Xiao, Jingbo Zhu, Min Zhang:
Linguistic Knowledge-Aware Neural Machine Translation. IEEE ACM Trans. Audio Speech Lang. Process. 26(12): 2341-2354 (2018) - [c35]Baosong Yang, Zhaopeng Tu, Derek F. Wong, Fandong Meng, Lidia S. Chao, Tong Zhang:
Modeling Localness for Self-Attention Networks. EMNLP 2018: 4449-4458 - [c34]Chongman Leong, Derek F. Wong, Lidia S. Chao:
UM-pAligner: Neural Network-Based Parallel Sentence Identification Model. BUCC@LREC 2018 - [i4]Baosong Yang, Zhaopeng Tu, Derek F. Wong, Fandong Meng, Lidia S. Chao, Tong Zhang:
Modeling Localness for Self-Attention Networks. CoRR abs/1810.10182 (2018) - 2017
- [c33]Baosong Yang, Derek F. Wong, Tong Xiao, Lidia S. Chao, Jingbo Zhu:
Towards Bidirectional Hierarchical Representations for Attention-based Neural Machine Translation. EMNLP 2017: 1432-1441 - [e1]Derek F. Wong, Deyi Xiong:
Machine Translation - 13th China Workshop, CWMT 2017, Dalian, China, September 27-29, 2017, Revised Selected Papers. Communications in Computer and Information Science 787, Springer 2017, ISBN 978-981-10-7133-1 [contents] - [i3]Baosong Yang, Derek F. Wong, Tong Xiao, Lidia S. Chao, Jingbo Zhu:
Towards Bidirectional Hierarchical Representations for Attention-Based Neural Machine Translation. CoRR abs/1707.05114 (2017) - 2016
- [j7]Derek F. Wong, Yi Lu, Lidia S. Chao:
Bilingual recursive neural network based data selection for statistical machine translation. Knowl. Based Syst. 108: 15-24 (2016) - [j6]Tong Xiao, Derek F. Wong, Jingbo Zhu:
A Loss-Augmented Approach to Training Syntactic Machine Translation Systems. IEEE ACM Trans. Audio Speech Lang. Process. 24(11): 2069-2083 (2016) - [i2]Aaron Li-Feng Han, Derek Fai Wong:
Machine Translation Evaluation: A Survey. CoRR abs/1605.04515 (2016) - 2015
- [j5]Lidia S. Chao, Derek F. Wong, Philip C. L. Chen, Wing W. Y. Ng, Daniel S. Yeung:
Benefiting feature selection by the discovery of false irrelevant attributes. Int. J. Wavelets Multiresolution Inf. Process. 13(4): 1550023:1-1550023:17 (2015) - [j4]Xiaodong Zeng, Derek F. Wong, Lidia S. Chao, Isabel Trancoso:
Graph-Based Lexicon Regularization for PCFG With Latent Annotations. IEEE ACM Trans. Audio Speech Lang. Process. 23(3): 441-450 (2015) - [c32]Aaron Li-Feng Han, Xiaodong Zeng, Derek F. Wong, Lidia S. Chao:
Chinese Named Entity Recognition with Graph-based Semi-supervised Learning Model. SIGHAN@IJCNLP 2015: 15-20 - 2014
- [j3]Derek F. Wong, Lidia S. Chao, Xiaodong Zeng, Mang I Vai, Heng-Leong Lam:
Time series for blind biosignal classification model. Comput. Biol. Medicine 54: 32-36 (2014) - [j2]Xiaodong Zeng, Derek F. Wong, Lidia S. Chao, Isabel Trancoso, Liangye He, Qiuping Huang:
Lexicon expansion for latent variable grammars. Pattern Recognit. Lett. 42: 47-55 (2014) - [c31]Xiaodong Zeng, Lidia S. Chao, Derek F. Wong, Isabel Trancoso, Liang Tian:
Toward Better Chinese Word Segmentation for SMT via Bilingual Constraints. ACL (1) 2014: 1360-1369 - [c30]Aaron Li-Feng Han, Derek F. Wong, Lidia S. Chao, Yi Lu, Liangye He, Liang Tian:
A Universal Phrase Tagset for Multilingual Treebanks. CCL 2014: 247-258 - [c29]Yiming Wang, Longyue Wang, Xiaodong Zeng, Derek F. Wong, Lidia S. Chao, Yi Lu:
Factored Statistical Machine Translation for Grammatical Error Correction. CoNLL Shared Task 2014: 83-90 - [c28]Liang Tian, Derek F. Wong, Lidia S. Chao, Paulo Quaresma, Francisco Oliveira, Lu Yi:
UM-Corpus: A Large English-Chinese Parallel Corpus for Statistical Machine Translation. LREC 2014: 1837-1842 - [c27]Yi Lu, Longyue Wang, Derek F. Wong, Lidia S. Chao, Yiming Wang:
Domain Adaptation for Medical Text Translation using Web Resources. WMT@ACL 2014: 233-238 - [c26]Longyue Wang, Yi Lu, Derek F. Wong, Lidia S. Chao, Yiming Wang, Francisco Oliveira:
Combining Domain Adaptation Approaches for Medical Text Translation. WMT@ACL 2014: 254-259 - [i1]Aaron L. F. Han, Derek F. Wong, Lidia S. Chao:
Password Cracking and Countermeasures in Computer Security: A Survey. CoRR abs/1411.7803 (2014) - 2013
- [c25]Xiaodong Zeng, Derek F. Wong, Lidia S. Chao, Isabel Trancoso:
Co-regularizing character-based and word-based models for semi-supervised Chinese word segmentation. ACL (2) 2013: 171-176 - [c24]Xiaodong Zeng, Derek F. Wong, Lidia S. Chao, Isabel Trancoso:
Graph-based Semi-Supervised Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging. ACL (1) 2013: 770-779 - [c23]Longyue Wang, Derek F. Wong, Lidia S. Chao, Yi Lu, Junwen Xing:
iCPE: A Hybrid Data Selection Model for SMT Domain Adaptation. CCL 2013: 280-290 - [c22]Junwen Xing, Longyue Wang, Derek F. Wong, Lidia S. Chao, Xiaodong Zeng:
UM-Checker: A Hybrid System for English Grammatical Error Correction. CoNLL Shared Task 2013: 34-42 - [c21]Aaron Li-Feng Han, Derek F. Wong, Lidia S. Chao, Liangye He, Ling Zhu, Shuo Li:
A Study of Chinese Word Segmentation Based on the Characteristics of Chinese. GSCL 2013: 111-118 - [c20]Aaron Li-Feng Han, Derek F. Wong, Lidia S. Chao, Liangye He, Shuo Li, Ling Zhu:
Phrase Tagset Mapping for French and English Treebanks and Its Application in Machine Translation Evaluation. GSCL 2013: 119-131 - [c19]Shuo Li, Derek F. Wong, Lidia S. Chao:
Experiments with POS-based restructuring and alignment-based reordering for statistical machine translation. HyTra@ACL 2013: 82-87 - [c18]Aaron L. F. Han, Derek F. Wong, Lidia S. Chao:
Chinese Named Entity Recognition with Conditional Random Fields in the Light of Chinese Characteristics. IIS 2013: 57-68 - [c17]Francisco Oliveira, Derek F. Wong, Lidia S. Chao, Liang Tian, Liangye He:
Influence of Part-of-Speech and Phrasal Category Universal Tag-set in Tree-to-Tree Translation Models. IJCNLP 2013: 907-911 - [c16]Aaron Li-Feng Han, Derek F. Wong, Lidia S. Chao, Liangye He, Yi Lu, Junwen Xing, Xiaodong Zeng:
Language-independent Model for Machine Translation Evaluation with Reinforced Factors. MTSummit (Posters) 2013 - [c15]Qiuping Huang, Derek F. Wong, Lidia S. Chao, Xiaodong Zeng, Liangye He:
Augmented Parsing of Unknown Word by Graph-Based Semi-Supervised Learning. PACLIC 2013 - [c14]Longyue Wang, Derek F. Wong, Lidia S. Chao, Junwen Xing, Yi Lu, Isabel Trancoso:
Edit Distance: A New Data Selection Criterion for Domain Adaptation in SMT. RANLP 2013: 727-732 - [c13]Aaron L. F. Han, Derek F. Wong, Lidia S. Chao, Liangye He:
Automatic Machine Translation Evaluation with Part-of-Speech Information. TSD 2013: 121-128 - [c12]Aaron Li-Feng Han, Yi Lu, Derek F. Wong, Lidia S. Chao, Liangye He, Junwen Xing:
Quality Estimation for Machine Translation Using the Joint Method of Evaluation Criteria and Statistical Modeling. WMT@ACL 2013: 365-372 - [c11]Aaron Li-Feng Han, Derek F. Wong, Lidia S. Chao, Yi Lu, Liangye He, Yiming Wang, Jiaji Zhou:
A Description of Tunable Machine Translation Evaluation Systems in WMT13 Metrics Task. WMT@ACL 2013: 414-421 - 2012
- [j1]Longyue Wang, Derek F. Wong, Lidia S. Chao:
TQDL: Integrated Models for Cross-Language Document Retrieval. Int. J. Comput. Linguistics Chin. Lang. Process. 17(4) (2012) - [c10]Longyue Wang, Derek F. Wong, Lidia S. Chao, Junwen Xing:
CRFs-Based Chinese Word Segmentation for Micro-Blog with Small-Scale Data. CIPS-SIGHAN 2012: 51-57 - [c9]Hao Zong, Derek F. Wong, Lidia S. Chao:
Rules Design in Word Segmentation of Chinese Micro-Blog. CIPS-SIGHAN 2012: 90-94 - [c8]Hao Zong, Derek F. Wong, Lidia S. Chao:
A Template Based Hybrid Model for Chinese Personal Name Disambiguation. CIPS-SIGHAN 2012: 121-126 - [c7]Longyue Wang, Shuo Li, Derek F. Wong, Lidia S. Chao:
A Joint Chinese Named Entity Recognition and Disambiguation System. CIPS-SIGHAN 2012: 146-151 - [c6]Qiuping Huang, Liangye He, Derek F. Wong, Lidia S. Chao:
A Simplified Chinese Parser with Factored Model. CIPS-SIGHAN 2012: 188-193 - [c5]Liangye He, Derek F. Wong, Lidia S. Chao:
Adapting Multilingual Parsing Models to Sinica Treebank. CIPS-SIGHAN 2012: 211-215 - [c4]Aaron L. F. Han, Derek F. Wong, Lidia S. Chao:
LEPOR: A Robust Evaluation Metric for Machine Translation with Augmented Factors. COLING (Posters) 2012: 441-450 - [c3]Ling Zhu, Lidia S. Chao, Derek F. Wong, Xiaodong Zeng:
A noun-phrase chunking model based on SBCB ensemble learning algorithm. ICMLC 2012: 11-16 - [c2]Shuo Li, Derek F. Wong, Lidia S. Chao:
Korean-Chinese statistical translation model. ICMLC 2012: 767-772 - [c1]Longyue Wang, Derek F. Wong, Lidia S. Chao:
An Improvement in Cross-Language Document Retrieval Based on Statistical Models. ROCLING 2012
Coauthor Index
[j24] [j23] [c84] [c82] [c81] [c80] [c78] [c77] [i50] [i49] [i48] [i47] [i46] [i43] [i42] [j20] [j19] [c76] [c75] [c74] [c71] [c68] [i36] [i35] [i33] [i32] [j18] [j17] [c66] [c65] [c64] [c63] [c62] [i31] [i30] [i29] [i28] [i26] [j15] [j14] [c60] [c59] [c56] [c55] [c54] [c53] [c50] [c48] [i24] [i21] [i20] [i19] [i18] [j13] [j12] [j11] [c47] [c45] [c44] [c43] [i17] [i15] [i14] [i12] [j10] [c41] [c40] [c39] [c38] [c37] [c36] [i11] [i10] [i9] [i8] [i7] [i5] [j8] [c35] [c34] [i4] [c33] [i3] [j7] [j5] [j4] [c32] [j3] [j2] [c31] [c30] [c29] [c28] [c27] [c26] [i1] [c25] [c24] [c23] [c22] [c21] [c20] [c19] [c18] [c17] [c16] [c15] [c14] [c13] [c12] [c11] [j1] [c10] [c9] [c8] [c7] [c6] [c5] [c4] [c3] [c2] [c1]
Aaron L. F. Han
aka: Aaron Li-Feng Han
aka: Aaron Li-Feng Han
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