| 2026 | ACL | Outcome-Grounded Advantage Reshaping for Fine-Grained Credit Assignment in Mathematical Reasoning. | Ziheng Li, Liu Kang, Feng Xiao, Luxi Xing, Qingyi Si, Zhuoran Li, Weikang Gong, Deqing Yang, Yanghua Xiao, Hongcheng Guo |
| 2025 | EMNLP | Can We Steer Reasoning Direction by Thinking Intervention? | Xingsheng Zhang, Luxi Xing, Chen Zhang, Yanbing Liu, Yifan Deng, Yunpeng Li, Yue Hu, Chenxu Niu |
| 2025 | IJCNN | Revisiting the Knowledge Recall and Selection in Chinese Spelling Correction. | Zhengxu Hou, Bingren Yan, Zhibo Yang, Qiang Zhou, Luxi Xing, Chen Zhang, Xingsheng Zhang |
| 2025 | PRICAI | Assessing Nuanced Personality Inducing in Language Models via Vignette Tests. | Xingsheng Zhang, Luxi Xing, Chen Zhang, Yanbing Liu, Yifan Deng, Yue Hu, Zhengxu Hou |
| 2023 | AAAI | Learning to Know Myself: A Coarse-to-Fine Persona-Aware Training Framework for Personalized Dialogue Generation. | Yunpeng Li, Yue Hu, Yajing Sun, Luxi Xing, Ping Guo, Yuqiang Xie, Wei Peng |
| 2022 | CEC | CogIntAc: Modeling the Relationships between Intention, Emotion and Action in Interactive Process from Cognitive Perspective. | Wei Peng, Yue Hu, Yuqiang Xie, Luxi Xing, Yajing Sun |
| 2022 | COLING | COMMA: Modeling Relationship among Motivations, Emotions and Actions in Language-based Human Activities. | Yuqiang Xie, Yue Hu, Wei Peng, Guanqun Bi, Luxi Xing |
| 2022 | COLING | Psychology-guided Controllable Story Generation. | Yuqiang Xie, Yue Hu, Yunpeng Li, Guanqun Bi, Luxi Xing, Wei Peng |
| 2022 | EMNLP | Guiding Neural Machine Translation with Semantic Kernels. | Ping Guo, Yue Hu, Xiangpeng Wei, Yubing Ren, Yunpeng Li, Luxi Xing, Yuqiang Xie |
| 2022 | ICASSP | Modeling Intention, Emotion and External World in Dialogue Systems. | Wei Peng, Yue Hu, Luxi Xing, Yuqiang Xie, Xingsheng Zhang, Yajing Sun |
| 2022 | ICASSP | CLseg: Contrastive Learning of Story Ending Generation. | Yuqiang Xie, Yue Hu, Luxi Xing, Yunpeng Li, Wei Peng, Ping Guo |
| 2022 | IJCAI | Control Globally, Understand Locally: A Global-to-Local Hierarchical Graph Network for Emotional Support Conversation. | Wei Peng, Yue Hu, Luxi Xing, Yuqiang Xie, Yajing Sun, Yunpeng Li |
| 2022 | IJCNN | CogIntAc: Modeling the Relationships between Intention, Emotion and Action in Interactive Process from Cognitive Perspective. | Wei Peng, Yue Hu, Yuqiang Xie, Luxi Xing, Yajing Sun |
| 2022 | IJCNN | KC2UM: Knowledge-Conversation Cyclic Utilization Mechanism for Knowledge-Grounded Dialogue Generation. | Yajing Sun, Yue Hu, Luxi Xing, Wei Peng, Yuqiang Xie, Xingsheng Zhang |
| 2022 | IJCNN | Exploiting Semantic and Syntactic Diversity for Diverse Task-oriented Dialogue. | Yajing Sun, Yue Hu, Luxi Xing, Yuqiang Xie, Wei Peng, Yunpeng Li |
| 2022 | IJCNN | Calibration of the Multiple Choice Machine Reading Comprehension. | Luxi Xing, Yue Hu, Yuqiang Xie, Wei Peng, Yajing Sun, Chen Zhang |
| 2022 | KSEM | Document-Level Multi-event Extraction via Event Ontology Guiding. | Xingsheng Zhang, Yue Hu, Yajing Sun, Luxi Xing, Yuqiang Xie, Yunpeng Li, Wei Peng |
| 2022 | SIGIR | Multi-CPR: A Multi Domain Chinese Dataset for Passage Retrieval. | Dingkun Long, Qiong Gao, Kuan Zou, Guangwei Xu, Pengjun Xie, Ruijie Guo, Jian Xu, Guanjun Jiang, Luxi Xing, Ping Yang |
| 2021 | ICASSP | MCR-NET: A Multi-Step Co-Interactive Relation Network for Unanswerable Questions on Machine Reading Comprehension. | Wei Peng, Yue Hu, Jing Yu, Luxi Xing, Yuqiang Xie, Zihao Zhu, Yajing Sun |
| 2021 | ICASSP | Coarse-To-Careful: Seeking Semantic-Related Knowledge for Open-Domain Commonsense Question Answering. | Luxi Xing, Yue Hu, Jing Yu, Yuqiang Xie, Wei Peng |
| 2021 | ICLR | On Learning Universal Representations Across Languages. | Xiangpeng Wei, Rongxiang Weng, Yue Hu, Luxi Xing, Heng Yu, Weihua Luo |
| 2020 | AAAI | History-Adaption Knowledge Incorporation Mechanism for Multi-Turn Dialogue System. | Yajing Sun, Yue Hu, Luxi Xing, Jing Yu, Yuqiang Xie |
| 2020 | COLING | Bi-directional CognitiveThinking Network for Machine Reading Comprehension. | Wei Peng, Yue Hu, Luxi Xing, Yuqiang Xie, Jing Yu, Yajing Sun, Xiangpeng Wei |
| 2020 | EMNLP | Uncertainty-Aware Semantic Augmentation for Neural Machine Translation. | Xiangpeng Wei, Heng Yu, Yue Hu, Rongxiang Weng, Luxi Xing, Weihua Luo |
| 2020 | KSEM | Enhancing Pre-trained Language Models by Self-supervised Learning for Story Cloze Test. | Yuqiang Xie, Yue Hu, Luxi Xing, Chunhui Wang, Yong Hu, Xiangpeng Wei, Yajing Sun |
| 2020 | KSEM | A Matching-Integration-Verification Model for Multiple-Choice Reading Comprehension. | Luxi Xing, Yue Hu, Yuqiang Xie, Chunhui Wang, Yong Hu |
| 2019 | AAAI | Translating with Bilingual Topic Knowledge for Neural Machine Translation. | Xiangpeng Wei, Yue Hu, Luxi Xing, Yipeng Wang, Li Gao |
| 2019 | CoNLL | Unsupervised Neural Machine Translation with Future Rewarding. | Xiangpeng Wei, Yue Hu, Luxi Xing, Li Gao |
| 2019 | KSEM | Syntax-Aware Sentence Matching with Graph Convolutional Networks. | Yangfan Lei, Yue Hu, Xiangpeng Wei, Luxi Xing, Quanchao Liu |
| 2019 | KSEM | Gated Self-attentive Encoder for Neural Machine Translation. | Xiangpeng Wei, Yue Hu, Luxi Xing |
| 2019 | KSEM | Dynamic Task-Specific Factors for Meta-Embedding. | Yuqiang Xie, Yue Hu, Luxi Xing, Xiangpeng Wei |