Xinnian Liang

According to our database, Xinnian Liang authored at least 30 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL.

Bing Wang, Changyu Ren, Jian Yang, Xinnian Liang, Jiaqi Bai, Linzheng Chai, Zhao Yan, Qian-Wen Zhang, Di Yin, Xing Sun, Zhoujun Li

Proceedings of the 31st International Conference on Computational Linguistics, 2025

2024

Align vision-language semantics by multi-task learning for multi-modal summarization.

Chenhao Cui, Xinnian Liang, Shuangzhi Wu, Zhoujun Li

Neural Comput. Appl., September, 2024

Multi-view fusion for universal translation quality estimation.

Hui Huang, Shuangzhi Wu, Kehai Chen, Xinnian Liang, Hui Di, Muyun Yang, Tiejun Zhao

Inf. Fusion, February, 2024

Multi-view fusion for instruction mining of large language model.

Hui Huang, Bing Xu, Xinnian Liang, Kehai Chen, Muyun Yang, Tiejun Zhao, Conghui Zhu

Inf. Fusion, 2024

Mitigating Catastrophic Forgetting in Multi-domain Chinese Spelling Correction by Multi-stage Knowledge Transfer Framework.

Peng Xing, Yinghui Li, Shirong Ma, Xinnian Liang, Haojing Huang, Yangning Li, Hai-Tao Zheng, Wenhao Jiang, Ying Shen

CoRR, 2024

xCoT: Cross-lingual Instruction Tuning for Cross-lingual Chain-of-Thought Reasoning.

Linzheng Chai, Jian Yang, Tao Sun, Hongcheng Guo, Jiaheng Liu, Bing Wang, Xinnian Liang, Jiaqi Bai, Tongliang Li, Qiyao Peng, Zhoujun Li

CoRR, 2024

m3P: Towards Multimodal Multilingual Translation with Multimodal Prompt.

Jian Yang, Hongcheng Guo, Yuwei Yin, Jiaqi Bai, Bing Wang, Jiaheng Liu, Xinnian Liang, Linzheng Chai, Liqun Yang, Zhoujun Li

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2023

Improving unsupervised keyphrase extraction by modeling hierarchical multi-granularity features.

Zhihao Zhang, Xinnian Liang, Yuan Zuo, Chenghua Lin

Inf. Process. Manag., 2023

Unsupervised abstractive summarization via sentence rewriting.

Zhihao Zhang, Xinnian Liang, Yuan Zuo, Zhoujun Li

Comput. Speech Lang., 2023

MAC-SQL: A Multi-Agent Collaborative Framework for Text-to-SQL.

Bing Wang, Changyu Ren, Jian Yang, Xinnian Liang, Jiaqi Bai, Qian-Wen Zhang, Zhao Yan, Zhoujun Li

CoRR, 2023

KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue Generation.

Jiaqi Bai, Zhao Yan, Jian Yang, Xinnian Liang, Hongcheng Guo, Zhoujun Li

CoRR, 2023

Unleashing Infinite-Length Input Capacity for Large-scale Language Models with Self-Controlled Memory System.

Xinnian Liang, Bing Wang, Hui Huang, Shuangzhi Wu, Peihao Wu, Lu Lu, Zejun Ma, Zhoujun Li

CoRR, 2023

Retrieval-Augmented Classification with Decoupled Representation.

Xinnian Liang, Shuangzhi Wu, Hui Huang, Jiaqi Bai, Chao Bian, Zhoujun Li

CoRR, 2023

Character, Word, or Both? Revisiting the Segmentation Granularity for Chinese Pre-trained Language Models.

Xinnian Liang, Zefan Zhou, Hui Huang, Shuangzhi Wu, Tong Xiao, Muyun Yang, Zhoujun Li, Chao Bian

CoRR, 2023

KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue Generation.

Jiaqi Bai, Zhao Yan, Ze Yang, Jian Yang, Xinnian Liang, Hongcheng Guo, Zhoujun Li

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

Towards Making the Most of LLM for Translation Quality Estimation.

Hui Huang, Shuangzhi Wu, Xinnian Liang, Bing Wang, Yanrui Shi, Peihao Wu, Muyun Yang, Tiejun Zhao

Proceedings of the Natural Language Processing and Chinese Computing, 2023

Learning Unified Video-Language Representations via Joint Modeling and Contrastive Learning for Natural Language Video Localization.

Chenhao Cui, Xinnian Liang, Shuangzhi Wu, Zhoujun Li

Proceedings of the International Joint Conference on Neural Networks, 2023

Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization.

Weixiao Zhou, Gengyao Li, Xianfu Cheng, Xinnian Liang, Junnan Zhu, Feifei Zhai, Zhoujun Li

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Enhancing Dialogue Summarization with Topic-Aware Global- and Local- Level Centrality.

Xinnian Liang, Shuangzhi Wu, Chenhao Cui, Jiaqi Bai, Chao Bian, Zhoujun Li

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

GripRank: Bridging the Gap between Retrieval and Generation via the Generative Knowledge Improved Passage Ranking.

Jiaqi Bai, Hongcheng Guo, Jiaheng Liu, Jian Yang, Xinnian Liang, Zhao Yan, Zhoujun Li

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Iterative Nearest Neighbour Machine Translation for Unsupervised Domain Adaptation.

Hui Huang, Shuangzhi Wu, Xinnian Liang, Zefan Zhou, Muyun Yang, Tiejun Zhao

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Improving Unsupervised Extractive Summarization by Jointly Modeling Facet and Redundancy.

Xinnian Liang, Jing Li, Shuangzhi Wu, Mu Li, Zhoujun Li

IEEE ACM Trans. Audio Speech Lang. Process., 2022

Modeling Paragraph-Level Vision-Language Semantic Alignment for Multi-Modal Summarization.

Xinnian Liang, Chenhao Cui, Shuangzhi Wu, Jiali Zeng, Yufan Jiang, Zhoujun Li

CoRR, 2022

Modeling Multi-Granularity Hierarchical Features for Relation Extraction.

Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Towards Modeling Role-Aware Centrality for Dialogue Summarization.

Xinnian Liang, Chao Bian, Shuangzhi Wu, Zhoujun Li

Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, 2022

An Efficient Coarse-to-Fine Facet-Aware Unsupervised Summarization Framework Based on Semantic Blocks.

Xinnian Liang, Jing Li, Shuangzhi Wu, Jiali Zeng, Yufan Jiang, Mu Li, Zhoujun Li

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

Unsupervised Keyphrase Extraction by Jointly Modeling Local and Global Context.

Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Improving Unsupervised Extractive Summarization with Facet-Aware Modeling.

Xinnian Liang, Shuangzhi Wu, Mu Li, Zhoujun Li

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Learning to Copy Coherent Knowledge for Response Generation.

Jiaqi Bai, Ze Yang, Xinnian Liang, Wei Wang, Zhoujun Li

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

StyleDGPT: Stylized Response Generation with Pre-trained Language Models.

Ze Yang, Wei Wu, Can Xu, Xinnian Liang, Jiaqi Bai, Liran Wang, Wei Wang, Zhoujun Li

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020