Publications

In the year of 2024

• Fengran Mo, Chen Qu, Kelong Mao, Yihong Wu, Zhan Su, Kaiyu Huang and Jian-Yun Nie. Aligning Query Representation with Rewritten Query and Relevance Judgments in Conversational Search. In Proceedings of CIKM 2024.
• Fengran Mo, Longxiang Zhao, Kaiyu Huang, Yue Dong, Degen Huang and Jian-Yun Nie. How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval. In Proceedings of CIKM 2024.
• Kaiyu Huang, Fengran Mo, Hongliang Li, You Li, Yuanchi Zhang, Weijian Yi, Yulong Mao, Jinchen Liu, Yuzhuang Xu, Jinan Xu, Jian-Yun Nie, Yang Liu. A Survey on Large Language Models with Multilingualism: Recent Advances and New Frontiers. arXiv:2405.10936.
• Yulong Mao, Kaiyu Huang, Changhao Guan, Ganglin Bao, Fengran Mo, Jinan Xu. DoRA: Enhancing Parameter-Efficient Fine-Tuning with Dynamic Rank Distribution. In Proceedings of ACL 2024.
• Fengran Mo, Chen Qu, Kelong Mao, Tianyu Zhu, Zhan Su, Kaiyu Huang, Jian-Yun Nie. History-Aware Conversational Dense Retrieval. In Findings of ACL 2024.
• Fengran Mo, Bole Yi, Kelong Mao, Chen Qu, Kaiyu Huang, Jian-Yun Nie. ConvSDG: Session Data Generation for Conversational Search. In Companion Proceedings of the ACM on Web Conference 2024.
• Hao Yu, Kaiyu Huang, Anqi Zhao, Junpeng Liu, Degen Huang. Context-Aware Non-Autoregressive Document-Level Translation with Sentence-Aligned Connectionist Temporal Classification. In Proceedings of LREC-COLING 2024.
• Mieradilijiang Maimaiti, Yuanhang Zheng, Ji Zhang, Fei Huang, Yue Zhang, Wenpei Luo, Kaiyu Huang. Improving Cross-lingual Representation for Semantic Retrieval with Code-switching. arXiv:2403.01364.

In the year of 2023

• Kaiyu Huang, Peng Li, Junpeng Liu, Maosong Sun, Yang Liu. Learn and Consolidate: Continual Adaptation for Zero-Shot and Multilingual Neural Machine Translation. In Proceedings of EMNLP 2023.
• Junpeng Liu, Kaiyu Huang, Hao Yu, Jiuyi Li, Jinsong Su, Degen Huang. Continual Learning for Multilingual Neural Machine Translation via Dual Importance-based Model Division. In Proceedings of EMNLP 2023.
• Anqi Zhao, Kaiyu Huang, Hao Yu, Degen Huang. DUTNLP System for the WMT2023 Discourse-Level Literary Translation. In Proceedings of WMT 2023.
• Fengran Mo, Jian-Yun Nie, Kaiyu Huang, Kelong Mao, Yutao Zhu, Peng Li, Yang Liu. Learning to Relate to Previous Turns in Conversational Search. In Proceedings of SIGKDD 2023.
• Kaiyu Huang, Peng Li, Jin Ma, Ting Yao, Yang Liu. Knowledge Transfer in Incremental Learning for Multilingual Neural Machine Translation. In Proceedings of ACL 2023. (ACL 2023 Outstanding Paper Award)
• Fengran Mo, Kelong Mao, Yutao Zhu, Yihong Wu, Kaiyu Huang, Jian-Yun Nie. ConvGQR: Generative Query Reformulation for Conversational Search. In Proceedings of ACL 2023.

In the year of 2022 and before

• Kaiyu Huang, Peng Li, Jin Ma, Yang Liu. Entropy-Based Vocabulary Substitution for Incremental Learning in Multilingual Neural Machine Translation. In Proceedings of EMNLP 2022.
• Junpeng Liu, Kaiyu Huang, Jiuyi Li, Huan Liu, Jinsong Su, Degen Huang. Adaptive Token-level Cross-lingual Feature Mixing for Multilingual Neural Machine Translation. In Proceedings of EMNLP 2022.
• Hao Yu, Kaiyu Huang, Yu Wang, Degen Huang. Lexicon‐Augmented Cross‐Domain Chinese Word Segmentation with Graph Convolutional Network. Chinese Journal of Electronics.
• Kaiyu Huang, Jingxiang Cao, Zhuang Liu, Degen Huang. Word‐Based Method for Chinese Part‐of‐Speech via Parallel and Adversarial Network. Chinese Journal of Electronics.
• Wei Liu, Kaiyu Huang, Hao Yu, Degen Huang. Consistency Check for Chinese Word Segmentation via Contextual Similarity. Acta Scientiarum Naturalium Universitatis Pekinensis (in Chinese).
• Kaiyu Huang, Keli Xiao, Fengran Mo, Bo Jin, Zhuang Liu, Degen Huang. Domain-Aware Word Segmentation for Chinese Language: A Document-Level Context-Aware Model. ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP).
• Huan Liu, Junpeng Liu, Kaiyu Huang, Degen Huang. DUTNLP Machine Translation System for WMT21 Triangular Translation Task. In Proceedings of WMT 2021.
• Kaiyu Huang, Hao Yu, Junpeng Liu, Wei Liu, Jingxiang Cao, Degen Huang. Lexicon-Based Graph Convolutional Network for Chinese Word Segmentation. In Findings of EMNLP 2021.
• Mieradilijiang Maimaiti, Yang Liu, Yuanhang Zheng, Gang Chen, Kaiyu Huang, Ji Zhang, Huanbo Luan, Maosong Sun. Segment, Mask, and Predict: Augmenting Chinese Word Segmentation with Self-Supervision. In Proceedings of EMNLP 2021.
• Junpeng Liu, Kaiyu Huang, Jiuyi Li, Huan Liu, Degen Huang. Adaptive Transformer for Multilingual Neural Machine Translation. In Proceedings of NLPCC 2021.
• Kaiyu Huang, Junpeng Liu, Degen Huang, Deyi Xiong, Zhuang Liu, Jinsong Su. Enhancing Chinese Word Segmentation via Pseudo Labels for Practicability. In Findings of ACL 2021.
• Zhuang Liu, Degen Huang, Kaiyu Huang, Zhuang Li, Jun Zhao. FinBERT: A Pre-trained Financial Language Representation Model for Financial Text Mining. In Proceedings of IJCAI 2020.
• Kaiyu Huang, Junpeng Liu, Jingxiang Cao, Degen Huang. Context-Aware Word Segmentation for Chinese Real-World Discourse. In Proceedings of IWDP 2020.
• Kaiyu Huang, Degen Huang, Zhuang Liu, Fengran Mo. A Joint Multiple Criteria Model in Transfer Learning for Cross-domain Chinese Word Segmentation. In Proceedings of EMNLP 2020.
• Zhuang Liu, Kaiyu Huang, Degen Huang, Zhuang Liu, Jun Zhao. Dual Head-Wise Coattention Network for Machine Comprehension with Multiple-Choice Questions. In Proceedings of CIKM 2020.
• Zhuang Liu, Degen Huang, Kaiyu Huang. Pretraining Financial Text Encoder Enhanced by Lifelong Learning. IEEE Access.
• Zhuang Liu, Keli Xiao, Bo Jin, Kaiyu Huang, Degen Huang, Yunxia Zhang. Unified Generative Adversarial Networks for Multiple-Choice Oriented Machine Comprehension. ACM Transactions on Intelligent Systems and Technology (TIST).
• Zhuang Liu, Kaiyu Huang, Degen Huang, Jun Zhao. Semantics-Reinforced Networks for Question Generation. In Proceedings of ECAI 2020.
• Yu Zhang, Li Guo, Degen Huang, Kaiyu Huang, Jiuyi Li, Zhang Pan. English Drug Name Entity Recognition Method Based on Attention Mechanism BiLSTM-CRF. In Proceedings of ISKE 2019.
• Zhuang Liu, Kaiyu Huang, Ziyu Gao, Degen Huang. Knowledge-Aware LSTM for Machine Comprehension. In Proceedings of ISKE 2019.
• Degen Huang, Jiahuan Pei, Cong Zhang, Kaiyu Huang, Jianjun Ma. Incorporating Prior Knowledge into Word Embedding for Chinese Word Similarity Measurement. ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP).
• Jing Zhang, Degen Huang, Kaiyu Huang, Zhuang Liu. Corpus Expansion for Neural CWS on Microblog-Oriented Data with λ-Active Learning Approach. IEICE TRANSACTIONS on Information and Systems.
• Degen Huang, Jing Zhang, Kaiyu Huang. Automatic Microblog‐Oriented Unknown Word Recognition with Unsupervised Method. Chinese Journal of Electronics.
• Jing Zhang, Kaiyu Huang, Chen Liang, Degen Huang. Unsupervised New Word Extraction from Chinese Social Media Data. Journal of Chinese Information Processing (in Chinese).
• Zhuang Liu, Degen Huang, Kaiyu Huang, Jing Zhang. DIM Reader: Dual Interaction Model for Machine Comprehension. In Proceedings of CCL 2017.
• Jing Zhang, Degen Huang, Kaiyu Huang, Zhuang Liu. Research on Attention Memory Networks as A Model for Learning Natural Language Inference. In Proceedings of the Workshop on Structured Prediction for NLP (2016).