Title
SEGMENT+: Long Text Processing with Short-Context Language Models Wei Shi Shuang Li Kerun Yu Jinglei Chen Zujie Liang ... Feng Wei Bo Zheng Jiaqing Liang Jiangjie Chen Yanghua Xiao RALM VLM 57 2 0 09 Oct 2024
Eliminating Position Bias of Language Models: A Mechanistic Approach Ziqi Wang Hanlin Zhang Xiner Li Kuan-Hao Huang Chi Han Shuiwang Ji Sham Kakade Hao Peng Heng Ji 57 12 0 01 Jul 2024
Mitigate Position Bias in Large Language Models via Scaling a Single Dimension Yijiong Yu Huiqiang Jiang Xufang Luo Qianhui Wu Chin-Yew Lin Dongsheng Li Yuqing Yang Yongfeng Huang L. Qiu 50 9 0 04 Jun 2024
Long Context is Not Long at All: A Prospector of Long-Dependency Data for Large Language Models Longze Chen Ziqiang Liu Wanwei He Yunshui Li Run Luo Min Yang 42 9 0 28 May 2024
Found in the Middle: How Language Models Use Long Contexts Better via Plug-and-Play Positional Encoding Zhenyu (Allen) Zhang Runjin Chen Shiwei Liu Zhewei Yao Olatunji Ruwase Beidi Chen Xiaoxia Wu Zhangyang Wang 34 26 0 05 Mar 2024
Learning to Trust Your Feelings: Leveraging Self-awareness in LLMs for Hallucination Mitigation Yuxin Liang Zhuoyang Song Hao Wang Jiaxing Zhang HILM 43 30 0 27 Jan 2024
DriveMLM: Aligning Multi-Modal Large Language Models with Behavioral Planning States for Autonomous Driving Wenhai Wang Jiangwei Xie ChuanYang Hu Haoming Zou Jianan Fan ... Lewei Lu Xizhou Zhu Xiaogang Wang Yu Qiao Jifeng Dai 36 125 0 14 Dec 2023
Your Transformer May Not be as Powerful as You Expect Shengjie Luo Shanda Li Shuxin Zheng Tie-Yan Liu Liwei Wang Di He 70 51 0 26 May 2022
Train Short, Test Long: Attention with Linear Biases Enables Input Length Extrapolation Ofir Press Noah A. Smith M. Lewis 253 698 0 27 Aug 2021