Target-Side Input Augmentation for Sequence to Sequence Generation. - Shufang Xie 003; Ang Lv; Yingce Xia; Lijun Wu 003; Tao Qin 001; Tie-Yan Liu; Rui Yan 001 (ICLR, 2022)

Envisioning Future from the Past: Hierarchical Duality Learning for Multi-Turn Dialogue Generation. - Ang Lv; Jinpeng Li 003; Shufang Xie 003; Rui Yan 001 (ACL (1), 2023)

DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations. - Ang Lv; Jinpeng Li 003; Yuhan Chen 001; Gao Xing; Ji Zhang 011; Rui Yan 001 (ACL (1), 2023)

Outage Probability Analysis of RIS-Assisted Relay Transmission Systems. - Ang Lv; Jia Zhu 001; Yulong Zou; Shuying Lin (WCSP, 2023)

GETMusic: Generating Any Music Tracks with a Unified Representation and Diffusion Framework. - Ang Lv; Xu Tan 003; Peiling Lu; Wei Ye 004; Shikun Zhang; Jiang Bian 002; Rui Yan 001 (CoRR, 2023)

Are We Falling in a Middle-Intelligence Trap? An Analysis and Mitigation of the Reversal Curse. - Ang Lv; Kaiyi Zhang; Shufang Xie 003; Quan Tu; Yuhan Chen 001; Ji-Rong Wen; Rui Yan 001 (CoRR, 2023)

Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use. - Yuhan Chen 001; Ang Lv; Ting-En Lin; Changyu Chen; Yuchuan Wu; Fei Huang 002; Yongbin Li; Rui Yan 001 (ACL (1), 2024)

Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models. - Changyu Chen; Xiting Wang; Ting-En Lin; Ang Lv; Yuchuan Wu; Xin Gao 001; Ji-Rong Wen; Rui Yan 001; Yongbin Li (ACL (1), 2024)

Batch-ICL: Effective, Efficient, and Order-Agnostic In-Context Learning. - Kaiyi Zhang; Ang Lv; Yuhan Chen 001; Hansen Ha; Tao Xu; Rui Yan 001 (ACL (Findings), 2024)

Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules. - Zhuocheng Gong; Ang Lv; Jian Guan 002; Wei Wu 014; Huishuai Zhang; Minlie Huang; Dongyan Zhao 001; Rui Yan 001 (EMNLP, 2024)

An Analysis and Mitigation of the Reversal Curse. - Ang Lv; Kaiyi Zhang; Shufang Xie 003; Quan Tu; Yuhan Chen 001; Ji-Rong Wen; Rui Yan 001 (EMNLP, 2024)

Re-creation of Creations: A New Paradigm for Lyric-to-Melody Generation. - Ang Lv; Xu Tan 003; Tao Qin 001; Tie-Yan Liu; Rui Yan 001 (IJCAI, 2024)

Mixture of In-Context Experts Enhance LLMs' Long Context Awareness. - Hongzhan Lin 002; Ang Lv; Yuhan Chen 001; Chen Zhu 003; Yang Song 021; Hengshu Zhu; Rui Yan 001 (NeurIPS, 2024)

Interpreting Key Mechanisms of Factual Recall in Transformer-Based Language Models. - Ang Lv; Kaiyi Zhang; Yuhan Chen 001; Yulong Wang 004; Lifeng Liu; Ji-Rong Wen; Jian Xie; Rui Yan 001 (CoRR, 2024)

Mixture-of-Modules: Reinventing Transformers as Dynamic Assemblies of Modules. - Zhuocheng Gong; Ang Lv; Jian Guan 002; Junxi Yan; Wei Wu 014; Huishuai Zhang; Minlie Huang; Dongyan Zhao 001; Rui Yan 001 (CoRR, 2024)

PEAR: Position-Embedding-Agnostic Attention Re-weighting Enhances Retrieval-Augmented Generation with Zero Inference Overhead. - Tao Tan; Yining Qian; Ang Lv; Hongzhan Lin 002; Songhao Wu; Yongbo Wang; Feng Wang; Jingtong Wu; Xin Lu; Rui Yan 001 (CoRR, 2024)

More Expressive Attention with Negative Weights. - Ang Lv; Ruobing Xie; Shuaipeng Li; Jiayi Liao; Xingwu Sun; Zhanhui Kang; Di Wang; Rui Yan 001 (CoRR, 2024)

HoPE: A Novel Positional Encoding Without Long-Term Decay for Enhanced Context Awareness and Extrapolation. - Yuhan Chen 001; Ang Lv; Jian Luan 001; Bin Wang 004; Wei Liu 005 (ACL (1), 2025)

More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives. - Xiaoqing Zhang; Ang Lv; Yuhan Liu; Flood Sung; Wei Liu 005; Jian Luan 001; Shuo Shang; Xiuying Chen; Rui Yan 001 (ACL (1), 2025)

Language Models "Grok" to Copy. - Ang Lv; Ruobing Xie; Xingwu Sun; Zhanhui Kang; Rui Yan 001 (NAACL (Short Papers), 2025)

PEAR: Position-Embedding-Agnostic Attention Re-weighting Enhances Retrieval-Augmented Generation with Zero Inference Overhead. - Tao Tan; Yining Qian; Ang Lv; Hongzhan Lin 002; Songhao Wu; Yongbo Wang; Feng Wang; Jingtong Wu; Xin Lu; Rui Yan 001 (WWW, 2025)

More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives. - XiaoQing Zhang; Ang Lv; Yuhan Liu; Flood Sung; Wei Liu 005; Shuo Shang; Xiuying Chen; Rui Yan 001 (CoRR, 2025)

Autonomy-of-Experts Models. - Ang Lv; Ruobing Xie; Yining Qian; Songhao Wu; Xingwu Sun; Zhanhui Kang; Di Wang; Rui Yan 001 (CoRR, 2025)

PolarQuant: Leveraging Polar Transformation for Efficient Key Cache Quantization and Decoding Acceleration. - Songhao Wu; Ang Lv; Xiao Feng; Yufei Zhang; Xun Zhang; Guojun Yin; Wei Lin; Rui Yan 001 (CoRR, 2025)

Divide-Fuse-Conquer: Eliciting "Aha Moments" in Multi-Scenario Games. - Xiaoqing Zhang; Huabin Zheng; Ang Lv; Yuhan Liu; Zirui Song; Flood Sung; Xiuying Chen; Rui Yan 001 (CoRR, 2025)

The Climb Carves Wisdom Deeper Than the Summit: On the Noisy Rewards in Learning to Reason. - Ang Lv; Ruobing Xie; Xingwu Sun; Zhanhui Kang; Rui Yan 001 (CoRR, 2025)

StepHint: Multi-level Stepwise Hints Enhance Reinforcement Learning to Reason. - Kaiyi Zhang; Ang Lv; Jinpeng Li 003; Yongbo Wang; Feng Wang; Haoyuan Hu; Rui Yan 001 (CoRR, 2025)