Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Liu, Xiaoran, Song, Yuerong, Liu, Zhigeng, Huang, Zengfeng, Guo, Qipeng, Liu, Zhaoxiang, Lian, Shiguo, He, Ziwei, Qiu, Xipeng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs
by: Liu, Xiaoran, et al.
Published: (2025)
by: Liu, Xiaoran, et al.
Published: (2025)
Sparse-dLLM: Accelerating Diffusion LLMs with Dynamic Cache Eviction
by: Song, Yuerong, et al.
Published: (2025)
by: Song, Yuerong, et al.
Published: (2025)
Beyond Homogeneous Attention: Memory-Efficient LLMs via Fourier-Approximated KV Cache
by: Liu, Xiaoran, et al.
Published: (2025)
by: Liu, Xiaoran, et al.
Published: (2025)
Thus Spake Long-Context Large Language Model
by: Liu, Xiaoran, et al.
Published: (2025)
by: Liu, Xiaoran, et al.
Published: (2025)
ReAttention: Training-Free Infinite Context with Finite Attention Scope
by: Liu, Xiaoran, et al.
Published: (2024)
by: Liu, Xiaoran, et al.
Published: (2024)
DetectiveQA: Evaluating Long-Context Reasoning on Detective Novels
by: Xu, Zhe, et al.
Published: (2024)
by: Xu, Zhe, et al.
Published: (2024)
VideoRoPE: What Makes for Good Video Rotary Position Embedding?
by: Wei, Xilin, et al.
Published: (2025)
by: Wei, Xilin, et al.
Published: (2025)
FourierSampler: Unlocking Non-Autoregressive Potential in Diffusion Language Models via Frequency-Guided Generation
by: He, Siyang, et al.
Published: (2026)
by: He, Siyang, et al.
Published: (2026)
LongWanjuan: Towards Systematic Measurement for Long Text Quality
by: Lv, Kai, et al.
Published: (2024)
by: Lv, Kai, et al.
Published: (2024)
LongSafety: Enhance Safety for Long-Context LLMs
by: Huang, Mianqiu, et al.
Published: (2024)
by: Huang, Mianqiu, et al.
Published: (2024)
MrRoPE: Mixed-radix Rotary Position Embedding
by: Tian, Qingyuan, et al.
Published: (2026)
by: Tian, Qingyuan, et al.
Published: (2026)
Patch-wise Auto-Encoder for Visual Anomaly Detection
by: Cui, Yajie, et al.
Published: (2023)
by: Cui, Yajie, et al.
Published: (2023)
TP3M: Transformer-based Pseudo 3D Image Matching with Reference Image
by: Han, Liming, et al.
Published: (2024)
by: Han, Liming, et al.
Published: (2024)
Rotary Positional Embeddings as Phase Modulation: Theoretical Bounds on the RoPE Base for Long-Context Transformers
by: Liu, Feilong
Published: (2026)
by: Liu, Feilong
Published: (2026)
Context-aware Rotary Position Embedding
by: Veisi, Ali, et al.
Published: (2025)
by: Veisi, Ali, et al.
Published: (2025)
DiRL: An Efficient Post-Training Framework for Diffusion Language Models
by: Zhu, Ying, et al.
Published: (2025)
by: Zhu, Ying, et al.
Published: (2025)
Sparser Block-Sparse Attention via Token Permutation
by: Wang, Xinghao, et al.
Published: (2025)
by: Wang, Xinghao, et al.
Published: (2025)
VRoPE: Rotary Position Embedding for Video Large Language Models
by: Liu, Zikang, et al.
Published: (2025)
by: Liu, Zikang, et al.
Published: (2025)
Rotary Position Embedding for Vision Transformer
by: Heo, Byeongho, et al.
Published: (2024)
by: Heo, Byeongho, et al.
Published: (2024)
Piculet: Specialized Models-Guided Hallucination Decrease for MultiModal Large Language Models
by: Wang, Kohou, et al.
Published: (2024)
by: Wang, Kohou, et al.
Published: (2024)
Identifying Semantic Induction Heads to Understand In-Context Learning
by: Ren, Jie, et al.
Published: (2024)
by: Ren, Jie, et al.
Published: (2024)
Selective Rotary Position Embedding
by: Movahedi, Sajad, et al.
Published: (2025)
by: Movahedi, Sajad, et al.
Published: (2025)
A Large Vision-Language Model based Environment Perception System for Visually Impaired People
by: Chen, Zezhou, et al.
Published: (2025)
by: Chen, Zezhou, et al.
Published: (2025)
KAConvNet: Kolmogorov-Arnold Convolutional Networks for Vision Recognition
by: Liu, Zhaoxiang, et al.
Published: (2026)
by: Liu, Zhaoxiang, et al.
Published: (2026)
AgentLongBench: A Controllable Long Benchmark For Long-Contexts Agents via Environment Rollouts
by: Fang, Shicheng, et al.
Published: (2026)
by: Fang, Shicheng, et al.
Published: (2026)
3D-RPE: Enhancing Long-Context Modeling Through 3D Rotary Position Encoding
by: Ma, Xindian, et al.
Published: (2024)
by: Ma, Xindian, et al.
Published: (2024)
DuoDecoding: Hardware-aware Heterogeneous Speculative Decoding with Dynamic Multi-Sequence Drafting
by: Lv, Kai, et al.
Published: (2025)
by: Lv, Kai, et al.
Published: (2025)
DRoPE: Directional Rotary Position Embedding for Efficient Agent Interaction Modeling
by: Zhao, Jianbo, et al.
Published: (2025)
by: Zhao, Jianbo, et al.
Published: (2025)
Efficient Matrix Implementation for Rotary Position Embedding
by: Minqi, Chen, et al.
Published: (2026)
by: Minqi, Chen, et al.
Published: (2026)
DoPE: Denoising Rotary Position Embedding
by: Xiong, Jing, et al.
Published: (2025)
by: Xiong, Jing, et al.
Published: (2025)
Geometry-Aware Rotary Position Embedding for Consistent Video World Model
by: Xiang, Chendong, et al.
Published: (2026)
by: Xiang, Chendong, et al.
Published: (2026)
Full Parameter Fine-tuning for Large Language Models with Limited Resources
by: Lv, Kai, et al.
Published: (2023)
by: Lv, Kai, et al.
Published: (2023)
GlitchMiner: Mining Glitch Tokens in Large Language Models via Gradient-based Discrete Optimization
by: Wu, Zihui, et al.
Published: (2024)
by: Wu, Zihui, et al.
Published: (2024)
Context-level Language Modeling by Learning Predictive Context Embeddings
by: Dai, Beiya, et al.
Published: (2025)
by: Dai, Beiya, et al.
Published: (2025)
A Multimodal Benchmark Dataset and Model for Crop Disease Diagnosis
by: Liu, Xiang, et al.
Published: (2025)
by: Liu, Xiang, et al.
Published: (2025)
Hierarchical Deep Fusion Framework for Multi-dimensional Facial Forgery Detection -- The 2024 Global Deepfake Image Detection Challenge
by: Wang, Kohou, et al.
Published: (2025)
by: Wang, Kohou, et al.
Published: (2025)
SLearnLLM: A Self-Learning Framework for Efficient Domain-Specific Adaptation of Large Language Models
by: Liu, Xiang, et al.
Published: (2025)
by: Liu, Xiang, et al.
Published: (2025)
Benchmarking Rotary Position Embeddings for Automatic Speech Recognition
by: Zhang, Shucong, et al.
Published: (2025)
by: Zhang, Shucong, et al.
Published: (2025)
CRoPE: Efficient Parametrization of Rotary Positional Embedding
by: Lou, Beicheng, et al.
Published: (2026)
by: Lou, Beicheng, et al.
Published: (2026)
Prism: Spectral-Aware Block-Sparse Attention
by: Wang, Xinghao, et al.
Published: (2026)
by: Wang, Xinghao, et al.
Published: (2026)
Similar Items
-
LongLLaDA: Unlocking Long Context Capabilities in Diffusion LLMs
by: Liu, Xiaoran, et al.
Published: (2025) -
Sparse-dLLM: Accelerating Diffusion LLMs with Dynamic Cache Eviction
by: Song, Yuerong, et al.
Published: (2025) -
Beyond Homogeneous Attention: Memory-Efficient LLMs via Fourier-Approximated KV Cache
by: Liu, Xiaoran, et al.
Published: (2025) -
Thus Spake Long-Context Large Language Model
by: Liu, Xiaoran, et al.
Published: (2025) -
ReAttention: Training-Free Infinite Context with Finite Attention Scope
by: Liu, Xiaoran, et al.
Published: (2024)