ART: Attention Run-time Termination for Efficient Large Language Model Decoding
Fuente:
arXiv
Saved in:
| Main Authors: | Qiu, Chen, Li, Guozhong, Kalnis, Panos |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LLMComp: A Language Modeling Paradigm for Error-Bounded Scientific Data Compression (Technical Report)
by: Li, Guozhong, et al.
Published: (2025)
by: Li, Guozhong, et al.
Published: (2025)
CHESS: Context-aware Hierarchical Efficient Semantic Selection for Long-Context LLM Inference
by: Fei, Chao, et al.
Published: (2026)
by: Fei, Chao, et al.
Published: (2026)
Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs
by: Abdallah, Hussein, et al.
Published: (2026)
by: Abdallah, Hussein, et al.
Published: (2026)
Chatty-KG: A Multi-Agent AI System for On-Demand Conversational Question Answering over Knowledge Graphs
by: Omar, Reham, et al.
Published: (2025)
by: Omar, Reham, et al.
Published: (2025)
Entropy-Based Decoding for Retrieval-Augmented Large Language Models
by: Qiu, Zexuan, et al.
Published: (2024)
by: Qiu, Zexuan, et al.
Published: (2024)
Punctuation-aware Hybrid Trainable Sparse Attention for Large Language Models
by: Qiu, Junxiang, et al.
Published: (2026)
by: Qiu, Junxiang, et al.
Published: (2026)
ART: Attention Replacement Technique to Improve Factuality in LLMs
by: Luo, Ziqin, et al.
Published: (2026)
by: Luo, Ziqin, et al.
Published: (2026)
Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models
by: Ye, Haotian, et al.
Published: (2025)
by: Ye, Haotian, et al.
Published: (2025)
Efficient Beam Search for Large Language Models Using Trie-Based Decoding
by: Chan, Brian J, et al.
Published: (2025)
by: Chan, Brian J, et al.
Published: (2025)
Mixture of Decoding: An Attention-Inspired Adaptive Decoding Strategy to Mitigate Hallucinations in Large Vision-Language Models
by: Chen, Xinlong, et al.
Published: (2025)
by: Chen, Xinlong, et al.
Published: (2025)
Comprehending Spatio-temporal Data via Cinematic Storytelling using Large Language Models
by: Shang, Panos Kalnis. Shuo, et al.
Published: (2025)
by: Shang, Panos Kalnis. Shuo, et al.
Published: (2025)
How Attention Sinks Emerge in Large Language Models: An Interpretability Perspective
by: Peng, Runyu, et al.
Published: (2026)
by: Peng, Runyu, et al.
Published: (2026)
GraphComp: Extreme Error-bounded Compression of Scientific Data via Temporal Graph Autoencoders
by: Li, Guozhong, et al.
Published: (2025)
by: Li, Guozhong, et al.
Published: (2025)
DSVD: Dynamic Self-Verify Decoding for Faithful Generation in Large Language Models
by: Guo, YiQiu, et al.
Published: (2025)
by: Guo, YiQiu, et al.
Published: (2025)
Structure-Aware Decoding Mechanisms for Complex Entity Extraction with Large-Scale Language Models
by: Qiu, Zhimin, et al.
Published: (2025)
by: Qiu, Zhimin, et al.
Published: (2025)
CSV-Decode: Certifiable Sub-Vocabulary Decoding for Efficient Large Language Model Inference
by: Liu, Dong, et al.
Published: (2025)
by: Liu, Dong, et al.
Published: (2025)
Dynamic Attention-Guided Context Decoding for Mitigating Context Faithfulness Hallucinations in Large Language Models
by: Huang, Yanwen, et al.
Published: (2025)
by: Huang, Yanwen, et al.
Published: (2025)
Plato: Plan to Efficiently Decode for Large Language Model Inference
by: Jin, Shuowei, et al.
Published: (2024)
by: Jin, Shuowei, et al.
Published: (2024)
Adaptive Draft-Verification for Efficient Large Language Model Decoding
by: Liu, Xukun, et al.
Published: (2024)
by: Liu, Xukun, et al.
Published: (2024)
DySCO: Dynamic Attention-Scaling Decoding for Long-Context Language Models
by: Ye, Xi, et al.
Published: (2026)
by: Ye, Xi, et al.
Published: (2026)
Efficient Attention Mechanisms for Large Language Models: A Survey
by: Sun, Yutao, et al.
Published: (2025)
by: Sun, Yutao, et al.
Published: (2025)
S2D: Sorted Speculative Decoding For More Efficient Deployment of Nested Large Language Models
by: Kavehzadeh, Parsa, et al.
Published: (2024)
by: Kavehzadeh, Parsa, et al.
Published: (2024)
Encoder-Decoder or Decoder-Only? Revisiting Encoder-Decoder Large Language Model
by: Zhang, Biao, et al.
Published: (2025)
by: Zhang, Biao, et al.
Published: (2025)
DeAL: Decoding-time Alignment for Large Language Models
by: Huang, James Y., et al.
Published: (2024)
by: Huang, James Y., et al.
Published: (2024)
Mask What Matters: Mitigating Object Hallucinations in Multimodal Large Language Models with Object-Aligned Visual Contrastive Decoding
by: Chen, Boqi, et al.
Published: (2026)
by: Chen, Boqi, et al.
Published: (2026)
HICD: Hallucination-Inducing via Attention Dispersion for Contrastive Decoding to Mitigate Hallucinations in Large Language Models
by: Jiang, Xinyan, et al.
Published: (2025)
by: Jiang, Xinyan, et al.
Published: (2025)
Entropic-Time Inference: Self-Organizing Large Language Model Decoding Beyond Attention
by: Kiruluta, Andrew
Published: (2026)
by: Kiruluta, Andrew
Published: (2026)
ALPS: Attention Localization and Pruning Strategy for Efficient Alignment of Large Language Models
by: Chen, Hao, et al.
Published: (2025)
by: Chen, Hao, et al.
Published: (2025)
Jailbreaking Large Language Models Through Content Concretization
by: Wahréus, Johan, et al.
Published: (2025)
by: Wahréus, Johan, et al.
Published: (2025)
When Linear Attention Meets Autoregressive Decoding: Towards More Effective and Efficient Linearized Large Language Models
by: You, Haoran, et al.
Published: (2024)
by: You, Haoran, et al.
Published: (2024)
EMS-SD: Efficient Multi-sample Speculative Decoding for Accelerating Large Language Models
by: Ni, Yunsheng, et al.
Published: (2024)
by: Ni, Yunsheng, et al.
Published: (2024)
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers
by: Chen, Shijie, et al.
Published: (2024)
by: Chen, Shijie, et al.
Published: (2024)
Proverbs Run in Pairs: Evaluating Proverb Translation Capability of Large Language Model
by: Wang, Minghan, et al.
Published: (2025)
by: Wang, Minghan, et al.
Published: (2025)
Hardware-Efficient Attention for Fast Decoding
by: Zadouri, Ted, et al.
Published: (2025)
by: Zadouri, Ted, et al.
Published: (2025)
Gated Attention for Large Language Models: Non-linearity, Sparsity, and Attention-Sink-Free
by: Qiu, Zihan, et al.
Published: (2025)
by: Qiu, Zihan, et al.
Published: (2025)
Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding
by: Zhang, Jun, et al.
Published: (2023)
by: Zhang, Jun, et al.
Published: (2023)
RelayAttention for Efficient Large Language Model Serving with Long System Prompts
by: Zhu, Lei, et al.
Published: (2024)
by: Zhu, Lei, et al.
Published: (2024)
Improving Factuality in Large Language Models via Decoding-Time Hallucinatory and Truthful Comparators
by: Yang, Dingkang, et al.
Published: (2024)
by: Yang, Dingkang, et al.
Published: (2024)
Relay Decoding: Concatenating Large Language Models for Machine Translation
by: Fu, Chengpeng, et al.
Published: (2024)
by: Fu, Chengpeng, et al.
Published: (2024)
Task-Oriented GNNs Training on Large Knowledge Graphs for Accurate and Efficient Modeling
by: Abdallah, Hussein, et al.
Published: (2024)
by: Abdallah, Hussein, et al.
Published: (2024)
Similar Items
-
LLMComp: A Language Modeling Paradigm for Error-Bounded Scientific Data Compression (Technical Report)
by: Li, Guozhong, et al.
Published: (2025) -
CHESS: Context-aware Hierarchical Efficient Semantic Selection for Long-Context LLM Inference
by: Fei, Chao, et al.
Published: (2026) -
Leveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs
by: Abdallah, Hussein, et al.
Published: (2026) -
Chatty-KG: A Multi-Agent AI System for On-Demand Conversational Question Answering over Knowledge Graphs
by: Omar, Reham, et al.
Published: (2025) -
Entropy-Based Decoding for Retrieval-Augmented Large Language Models
by: Qiu, Zexuan, et al.
Published: (2024)