Neural Machine Translation with Contrastive Translation Memories. - Xin Cheng 002; Shen Gao; Lemao Liu; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2022)

Decouple knowledge from paramters for plug-and-play language modeling. - Xin Cheng 002; Yankai Lin; Xiuying Chen; Dongyan Zhao 001; Rui Yan 001 (ACL (Findings), 2023)

Dialogue Summarization with Static-Dynamic Structure Fusion Graph. - Shen Gao; Xin Cheng 002; Mingzhe Li 001; Xiuying Chen; Jinpeng Li 003; Dongyan Zhao 001; Rui Yan 001 (ACL (1), 2023)

Causality-Guided Multi-Memory Interaction Network for Multivariate Stock Price Movement Prediction. - Di Luo; Weiheng Liao; Shuqi Li; Xin Cheng 002; Rui Yan 001 (ACL (1), 2023)

Lift Yourself Up: Retrieval-augmented Text Generation with Self-Memory. - Xin Cheng 002; Di Luo; Xiuying Chen; Lemao Liu; Dongyan Zhao 001; Rui Yan 001 (NeurIPS, 2023)

A Topic-aware Summarization Framework with Different Modal Side Information. - Xiuying Chen; Mingzhe Li 001; Shen Gao; Xin Cheng 002; Qiang Yang 015; Qishen Zhang; Xin Gao 001; Xiangliang Zhang 001 (SIGIR, 2023)

Learning Disentangled Representation via Domain Adaptation for Dialogue Summarization. - Jinpeng Li 003; Yingce Xia; Xin Cheng 002; Dongyan Zhao 001; Rui Yan 001 (WWW, 2023)

Towards Personalized Review Summarization by Modeling Historical Reviews from Customer and Product Separately. - Xin Cheng 002; Shen Gao; Yuchi Zhang; Yongliang Wang; Xiuying Chen; Mingzhe Li 001; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2023)

SCALE: Synergized Collaboration of Asymmetric Language Translation Engines. - Xin Cheng 002; Xun Wang 012; Tao Ge 001; Si-Qing Chen; Furu Wei; Dongyan Zhao 001; Rui Yan 001 (ACL (Findings), 2024)

xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token. - Xin Cheng 002; Xun Wang 012; Xingxing Zhang 002; Tao Ge 001; Si-Qing Chen; Furu Wei; Huishuai Zhang; Dongyan Zhao 001 (NeurIPS, 2024)

Flexible and Adaptable Summarization via Expertise Separation. - Xiuying Chen; Mingzhe Li 001; Shen Gao; Xin Cheng 002; Qingqing Zhu; Rui Yan 001; Xin Gao 001; Xiangliang Zhang 001 (SIGIR, 2024)

StyleChat: Learning Recitation-Augmented Memory in LLMs for Stylized Dialogue Generation. - Jinpeng Li 003; Zekai Zhang; Quan Tu; Xin Cheng 002; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2024)

Leveraging 2D Information for Long-term Time Series Forecasting with Vanilla Transformers. - Xin Cheng 002; Xiuying Chen; Shuqi Li; Di Luo; Xun Wang 012; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2024)

Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. - Haoran Li; Qingxiu Dong; Zhengyang Tang; Chaojun Wang; Xingxing Zhang 002; Haoyang Huang; Shaohan Huang; Xiaolong Huang; Zeqiang Huang; Dongdong Zhang 001; Yuxian Gu; Xin Cheng 002; et al. (Trans. Mach. Learn. Res., 2025)