Xin Cheng

According to our database, Xin Cheng authored at least 14 papers between 2022 and 2024.

Collaborative distances:

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

2024

Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers.

Xin Cheng, Xiuying Chen, Shuqi Li, Di Luo, Xun Wang, Dongyan Zhao, Rui Yan

CoRR, 2024

xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token.

Xin Cheng, Xun Wang, Xingxing Zhang, Tao Ge, Si-Qing Chen, Furu Wei, Huishuai Zhang, Dongyan Zhao

CoRR, 2024

StyleChat: Learning Recitation-Augmented Memory in LLMs for Stylized Dialogue Generation.

Jinpeng Li, Zekai Zhang, Quan Tu, Xin Cheng, Dongyan Zhao, Rui Yan

CoRR, 2024

Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models.

Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei

CoRR, 2024

Flexible and Adaptable Summarization via Expertise Separation.

Xiuying Chen, Mingzhe Li, Shen Gao, Xin Cheng, Qingqing Zhu, Rui Yan, Xin Gao, Xiangliang Zhang

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

SCALE: Synergized Collaboration of Asymmetric Language Translation Engines.

Xin Cheng, Xun Wang, Tao Ge, Si-Qing Chen, Furu Wei, Dongyan Zhao, Rui Yan

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately.

Xin Cheng, Shen Gao, Yuchi Zhang, Yongliang Wang, Xiuying Chen, Mingzhe Li, Dongyan Zhao, Rui Yan

CoRR, 2023

Learning Disentangled Representation via Domain Adaptation for Dialogue Summarization.

Jinpeng Li, Yingce Xia, Xin Cheng, Dongyan Zhao, Rui Yan

Proceedings of the ACM Web Conference 2023, 2023

A Topic-aware Summarization Framework with Different Modal Side Information.

Xiuying Chen, Mingzhe Li, Shen Gao, Xin Cheng, Qiang Yang, Qishen Zhang, Xin Gao, Xiangliang Zhang

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory.

Xin Cheng, Di Luo, Xiuying Chen, Lemao Liu, Dongyan Zhao, Rui Yan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Causality-Guided Multi-Memory Interaction Network for Multivariate Stock Price Movement Prediction.

Di Luo, Weiheng Liao, Shuqi Li, Xin Cheng, Rui Yan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Dialogue Summarization with Static-Dynamic Structure Fusion Graph.

Shen Gao, Xin Cheng, Mingzhe Li, Xiuying Chen, Jinpeng Li, Dongyan Zhao, Rui Yan

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Decouple knowledge from paramters for plug-and-play language modeling.

Xin Cheng, Yankai Lin, Xiuying Chen, Dongyan Zhao, Rui Yan

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

2022

Neural Machine Translation with Contrastive Translation Memories.

Xin Cheng, Shen Gao, Lemao Liu, Dongyan Zhao, Rui Yan

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022