:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	He, Zhihao, Yu, Hang, Gong, Zi, Liu, Shizhan, Li, Jianguo, Lin, Weiyao
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	https://arxiv.org/abs/2410.06577
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

BasisFormer: Attention-based Time Series Forecasting with Learnable and Interpretable Basis
by: Ni, Zelin, et al.
Published: (2023)

CoBa: Convergence Balancer for Multitask Finetuning of Large Language Models
by: Gong, Zi, et al.
Published: (2024)

Breaking the Trade-Off Between Faithfulness and Expressiveness for Large Language Models
by: Yang, Chenxu, et al.
Published: (2025)

ACCORD: Alleviating Concept Coupling through Dependence Regularization for Text-to-Image Diffusion Personalization
by: Liu, Shizhan, et al.
Published: (2025)

DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off
by: Zhang, Jusheng, et al.
Published: (2025)

ABC: Adaptive BayesNet Structure Learning for Computational Scalable Multi-task Image Compression
by: Zhang, Yufeng, et al.
Published: (2025)

DND: Boosting Large Language Models with Dynamic Nested Depth
by: Chen, Tieyuan, et al.
Published: (2025)

Unifying the Perspectives of NLP and Software Engineering: A Survey on Language Models for Code
by: Zhang, Ziyin, et al.
Published: (2023)

CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit
by: Wang, Kangyu, et al.
Published: (2025)

CAKE: Cascading and Adaptive KV Cache Eviction with Layer Preferences
by: Qin, Ziran, et al.
Published: (2025)

Structure-Learnable Adapter Fine-Tuning for Parameter-Efficient Large Language Models
by: Gong, Ming, et al.
Published: (2025)

Encoder-Decoder Gemma: Improving the Quality-Efficiency Trade-Off via Adaptation
by: Zhang, Biao, et al.
Published: (2025)

FFSplit: Split Feed-Forward Network For Optimizing Accuracy-Efficiency Trade-off in Language Model Inference
by: Liu, Zirui, et al.
Published: (2024)

Entropy-Guided Watermarking for LLMs: A Test-Time Framework for Robust and Traceable Text Generation
by: Cai, Shizhan, et al.
Published: (2025)

Characterizing the Accuracy -- Efficiency Trade-off of Low-rank Decomposition in Language Models
by: Moar, Chakshu, et al.
Published: (2024)

ERAGent: Enhancing Retrieval-Augmented Language Models with Improved Accuracy, Efficiency, and Personalization
by: Shi, Yunxiao, et al.
Published: (2024)

Demystifying the Accuracy-Interpretability Trade-Off: A Case Study of Inferring Ratings from Reviews
by: Atrey, Pranjal, et al.
Published: (2025)

RAT: Bridging RNN Efficiency and Attention Accuracy via Chunk-based Sequence Modeling
by: Wei, Xiuying, et al.
Published: (2025)

D2LLM: Decomposed and Distilled Large Language Models for Semantic Search
by: Liao, Zihan, et al.
Published: (2024)

Knocking-Heads Attention
by: Zhou, Zhanchao, et al.
Published: (2025)

Breaking the Attention Bottleneck
by: Hilsenbek, Kalle
Published: (2024)

LAMDAS: LLM as an Implicit Classifier for Domain-specific Data Selection
by: Wu, Jian, et al.
Published: (2025)

PeriodicLoRA: Breaking the Low-Rank Bottleneck in LoRA Optimization
by: Meng, Xiangdi, et al.
Published: (2024)

Scaling Stick-Breaking Attention: An Efficient Implementation and In-depth Study
by: Tan, Shawn, et al.
Published: (2024)

Brainformers: Trading Simplicity for Efficiency
by: Zhou, Yanqi, et al.
Published: (2023)

Exploring Accuracy-Fairness Trade-off in Large Language Models
by: Zhang, Qingquan, et al.
Published: (2024)

GALLa: Graph Aligned Large Language Models for Improved Source Code Understanding
by: Zhang, Ziyin, et al.
Published: (2024)

Factuality on Demand: Controlling the Factuality-Informativeness Trade-off in Text Generation
by: Gong, Ziwei, et al.
Published: (2026)

HyLRA: Hybrid Layer Reuse Attention for Efficient Long-Context Inference
by: Ai, Xuan, et al.
Published: (2026)

pFedFair: Towards Optimal Group Fairness-Accuracy Trade-off in Heterogeneous Federated Learning
by: Lei, Haoyu, et al.
Published: (2025)

E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning
by: Liao, Zihan, et al.
Published: (2024)

End-to-End Dialog Neural Coreference Resolution: Balancing Efficiency and Accuracy in Large-Scale Systems
by: Dong, Zhang, et al.
Published: (2025)

Beyond Homogeneous Attention: Memory-Efficient LLMs via Fourier-Approximated KV Cache
by: Liu, Xiaoran, et al.
Published: (2025)

Efficient OpAmp Adaptation for Zoom Attention to Golden Contexts
by: Wu, Haoyuan, et al.
Published: (2025)

Efficient Length-Generalizable Attention via Causal Retrieval for Long-Context Language Modeling
by: Hu, Xiang, et al.
Published: (2024)

TidalDecode: Fast and Accurate LLM Decoding with Position Persistent Sparse Attention
by: Yang, Lijie, et al.
Published: (2024)

Stealth Fine-Tuning: Efficiently Breaking Alignment in RVLMs Using Self-Generated CoT
by: Yu, Le, et al.
Published: (2025)

S$^2$-MAD: Breaking the Token Barrier to Enhance Multi-Agent Debate Efficiency
by: Zeng, Yuting, et al.
Published: (2025)

Inclusion Arena: An Open Platform for Evaluating Large Foundation Models with Real-World Apps
by: Wang, Kangyu, et al.
Published: (2025)

Diagnosing the Performance Trade-off in Moral Alignment: A Case Study on Gender Stereotypes
by: Liu, Guangliang, et al.
Published: (2025)