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2020 – today
- 2025
[c17]Linzheng Chai, Jian Yang, Tao Sun, Hongcheng Guo, Jiaheng Liu, Bing Wang, Xinnian Liang, Jiaqi Bai, Tongliang Li, Qiyao Peng, Zhoujun Li:
XCOT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning. AAAI 2025: 23550-23558- [c16]Bing Wang, Changyu Ren, Jian Yang, Xinnian Liang, Jiaqi Bai, Linzheng Chai, Zhao Yan, Qian-Wen Zhang, Di Yin, Xing Sun, Zhoujun Li:
MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL. COLING 2025: 540-557 - [i19]Yinghui Li, Jiayi Kuang, Haojing Huang, Zhikun Xu, Xinnian Liang, Yi Yu, Wenlian Lu, Yangning Li, Xiaoyu Tan, Chao Qu, Ying Shen, Hai-Tao Zheng, Philip S. Yu:
One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs. CoRR abs/2502.10454 (2025) - [i18]Jiaze Chen, Tiantian Fan, Xin Liu, Lingjun Liu, Zhiqi Lin, Mingxuan Wang, Chengyi Wang, Xiangpeng Wei, Wenyuan Xu, Yufeng Yuan, Yu Yue, Lin Yan, Qiying Yu, Xiaochen Zuo, Chi Zhang, Ruofei Zhu, Zhecheng An, Zhihao Bai, Yu Bao, Xingyan Bin, Jiangjie Chen, Feng Chen, Hongmin Chen, Riwei Chen, Liangqiang Chen, Zixin Chen, Jinsong Chen, Siyan Chen, Kaiyuan Chen, Zhi Chen, Jin Chen, Jiecao Chen, Jinxin Chi, Weinan Dai, Ning Dai, Jiahui Dai, Shihan Dou, Yantao Du, Zhengyin Du, Jianhui Duan, Chen Dun, Ting-Han Fan, Jiazhan Feng, Junda Feng, Ziyuan Feng, Yuwei Fu, Wenqi Fu, Hanjie Fu, Hao Ge, Hongyi Guo, Mingji Han, Li Han, Wenhao Hao, Xintong Hao, Qianyu He, Jerry He, Feng He, Wen Heng, Zehua Hong, Qi Hou, Liang Hu, Shengding Hu, Nan Hu, Kai Hua, Qi Huang, Ziyue Huang, Hongzhi Huang, Zihao Huang, Ting Huang, Wenhao Huang, Wei Jia, Bin Jia, Xiaoying Jia, Yuhua Jiang, Haobin Jiang, Ziheng Jiang, Kaihua Jiang, Chengquan Jiang, Jianpeng Jiao, Xiaoran Jin, Xing Jin, Xunhao Lai, Zheng Li, Xiang Li, Liyi Li, Hongkai Li, Zheng Li, Shengxian Wan, Ya Wang, Yunshui Li, Chenggang Li, Niuniu Li, Siyu Li, Xi Li, Xiao Li, Aoyan Li, Yuntao Li, Nianning Liang, Xinnian Liang:
Seed1.5-Thinking: Advancing Superb Reasoning Models with Reinforcement Learning. CoRR abs/2504.13914 (2025) - [i17]Chenwei Lou, Zewei Sun, Xinnian Liang, Meng Qu, Wei Shen, Wenqi Wang, Yuntao Li, Qingping Yang, Shuangzhi Wu:
AdaCoT: Pareto-Optimal Adaptive Chain-of-Thought Triggering via Reinforcement Learning. CoRR abs/2505.11896 (2025) - 2024
- [j6]Hui Huang
, Shuangzhi Wu, Kehai Chen, Xinnian Liang, Hui Di, Muyun Yang, Tiejun Zhao:
Multi-view fusion for universal translation quality estimation. Inf. Fusion 102: 102022 (2024) - [j5]Hui Huang, Bing Xu, Xinnian Liang, Kehai Chen, Muyun Yang, Tiejun Zhao, Conghui Zhu:
Multi-view fusion for instruction mining of large language model. Inf. Fusion 110: 102480 (2024) - [j4]Chenhao Cui, Xinnian Liang, Shuangzhi Wu, Zhoujun Li:
Align vision-language semantics by multi-task learning for multi-modal summarization. Neural Comput. Appl. 36(25): 15653-15666 (2024) - [c15]Jian Yang, Hongcheng Guo, Yuwei Yin, Jiaqi Bai, Bing Wang, Jiaheng Liu, Xinnian Liang, Linzheng Chai, Liqun Yang, Zhoujun Li:
m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt. LREC/COLING 2024: 10858-10871 - [i16]Linzheng Chai, Jian Yang, Tao Sun, Hongcheng Guo, Jiaheng Liu, Bing Wang, Xinnian Liang, Jiaqi Bai, Tongliang Li, Qiyao Peng, Zhoujun Li:
xCoT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning. CoRR abs/2401.07037 (2024) - [i15]Peng Xing, Yinghui Li, Shirong Ma, Xinnian Liang, Haojing Huang, Yangning Li, Hai-Tao Zheng, Wenhao Jiang, Ying Shen:
Mitigating Catastrophic Forgetting in Multi-domain Chinese Spelling Correction by Multi-stage Knowledge Transfer Framework. CoRR abs/2402.11422 (2024) - [i14]Jian Yang, Hongcheng Guo, Yuwei Yin, Jiaqi Bai, Bing Wang, Jiaheng Liu, Xinnian Liang, Linzheng Chai, Liqun Yang, Zhoujun Li:
m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt. CoRR abs/2403.17556 (2024) - 2023
- [j3]Zhihao Zhang, Xinnian Liang, Yuan Zuo, Zhoujun Li:
Unsupervised abstractive summarization via sentence rewriting. Comput. Speech Lang. 78: 101467 (2023) - [j2]Zhihao Zhang, Xinnian Liang, Yuan Zuo, Chenghua Lin:
Improving unsupervised keyphrase extraction by modeling hierarchical multi-granularity features. Inf. Process. Manag. 60(4): 103356 (2023) - [c14]Hui Huang, Shuangzhi Wu, Xinnian Liang, Zefan Zhou, Muyun Yang, Tiejun Zhao:
Iterative Nearest Neighbour Machine Translation for Unsupervised Domain Adaptation. ACL (Findings) 2023: 13294-13301 - [c13]Jiaqi Bai, Hongcheng Guo, Jiaheng Liu, Jian Yang, Xinnian Liang, Zhao Yan, Zhoujun Li:
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking. CIKM 2023: 36-46 - [c12]Xinnian Liang, Shuangzhi Wu, Chenhao Cui, Jiaqi Bai, Chao Bian, Zhoujun Li:
Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality. EACL 2023: 27-38 - [c11]Weixiao Zhou, Gengyao Li, Xianfu Cheng, Xinnian Liang, Junnan Zhu, Feifei Zhai, Zhoujun Li:
Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization. EMNLP (Findings) 2023: 6893-6908 - [c10]Chenhao Cui, Xinnian Liang, Shuangzhi Wu, Zhoujun Li:
Learning Unified Video-Language Representations via Joint Modeling and Contrastive Learning for Natural Language Video Localization. IJCNN 2023: 1-8 - [c9]Hui Huang, Shuangzhi Wu, Xinnian Liang, Bing Wang, Yanrui Shi, Peihao Wu, Muyun Yang, Tiejun Zhao:
Towards Making the Most of LLM for Translation Quality Estimation. NLPCC (1) 2023: 375-386 - [c8]Jiaqi Bai, Zhao Yan, Ze Yang, Jian Yang, Xinnian Liang, Hongcheng Guo, Zhoujun Li:
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue Generation. ECML/PKDD (2) 2023: 525-542 - [i13]Xinnian Liang, Shuangzhi Wu, Chenhao Cui, Jiaqi Bai, Chao Bian, Zhoujun Li:
Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality. CoRR abs/2301.12376 (2023) - [i12]Xinnian Liang, Zefan Zhou, Hui Huang, Shuangzhi Wu, Tong Xiao, Muyun Yang, Zhoujun Li, Chao Bian:
Character, Word, or Both? Revisiting the Segmentation Granularity for Chinese Pre-trained Language Models. CoRR abs/2303.10893 (2023) - [i11]Xinnian Liang, Shuangzhi Wu, Hui Huang, Jiaqi Bai, Chao Bian, Zhoujun Li:
Retrieval-Augmented Classification with Decoupled Representation. CoRR abs/2303.13065 (2023) - [i10]Xinnian Liang, Bing Wang, Hui Huang, Shuangzhi Wu, Peihao Wu, Lu Lu, Zejun Ma, Zhoujun Li:
Unleashing Infinite-Length Input Capacity for Large-scale Language Models with Self-Controlled Memory System. CoRR abs/2304.13343 (2023) - [i9]Jiaqi Bai, Hongcheng Guo, Jiaheng Liu, Jian Yang, Xinnian Liang, Zhao Yan, Zhoujun Li:
GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking. CoRR abs/2305.18144 (2023) - [i8]Jiaqi Bai, Zhao Yan, Jian Yang, Xinnian Liang, Hongcheng Guo, Zhoujun Li:
KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue Generation. CoRR abs/2306.15430 (2023) - [i7]Weixiao Zhou, Gengyao Li, Xianfu Cheng, Xinnian Liang, Junnan Zhu, Feifei Zhai, Zhoujun Li:
Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization. CoRR abs/2310.10285 (2023) - [i6]Bing Wang, Changyu Ren, Jian Yang, Xinnian Liang, Jiaqi Bai, Qian-Wen Zhang, Zhao Yan, Zhoujun Li:
MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL. CoRR abs/2312.11242 (2023) - 2022
- [j1]Xinnian Liang, Jing Li, Shuangzhi Wu, Mu Li, Zhoujun Li:
Improving Unsupervised Extractive Summarization by Jointly Modeling Facet and Redundancy. IEEE ACM Trans. Audio Speech Lang. Process. 30: 1546-1557 (2022) - [c7]Xinnian Liang, Jing Li, Shuangzhi Wu, Jiali Zeng, Yufan Jiang, Mu Li, Zhoujun Li:
An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework Based on Semantic Blocks. COLING 2022: 6415-6425 - [c6]Xinnian Liang, Chao Bian, Shuangzhi Wu, Zhoujun Li:
Towards Modeling Role-Aware Centrality for Dialogue Summarization. AACL/IJCNLP (2) 2022: 43-50 - [c5]Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li:
Modeling Multi-Granularity Hierarchical Features for Relation Extraction. NAACL-HLT 2022: 5088-5098 - [i5]Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li:
Modeling Multi-Granularity Hierarchical Features for Relation Extraction. CoRR abs/2204.04437 (2022) - [i4]Xinnian Liang, Jing Li, Shuangzhi Wu, Jiali Zeng, Yufan Jiang, Mu Li, Zhoujun Li:
An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework based on Semantic Blocks. CoRR abs/2208.08253 (2022) - [i3]Xinnian Liang, Chenhao Cui, Shuangzhi Wu, Jiali Zeng, Yufan Jiang, Zhoujun Li:
Modeling Paragraph-Level Vision-Language Semantic Alignment for Multi-Modal Summarization. CoRR abs/2208.11303 (2022) - 2021
- [c4]Jiaqi Bai, Ze Yang, Xinnian Liang, Wei Wang, Zhoujun Li:
Learning to Copy Coherent Knowledge for Response Generation. AAAI 2021: 12535-12543 - [c3]Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li:
Improving Unsupervised Extractive Summarization with Facet-Aware Modeling. ACL/IJCNLP (Findings) 2021: 1685-1697 - [c2]Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li:
Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context. EMNLP (1) 2021: 155-164 - [i2]Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li:
Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context. CoRR abs/2109.07293 (2021) - 2020
- [c1]Ze Yang, Wei Wu, Can Xu, Xinnian Liang, Jiaqi Bai, Liran Wang, Wei Wang, Zhoujun Li:
StyleDGPT: Stylized Response Generation with Pre-trained Language Models. EMNLP (Findings) 2020: 1548-1559 - [i1]Ze Yang, Wei Wu, Can Xu, Xinnian Liang, Jiaqi Bai, Liran Wang, Wei Wang, Zhoujun Li:
StyleDGPT: Stylized Response Generation with Pre-trained Language Models. CoRR abs/2010.02569 (2020)
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