Copertina

Efficient Prompting Methods for Large Language Models: A Survey

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Chang, Kaiyan, Xu, Songcheng, Wang, Chenglong, Luo, Yingfeng, Liu, Xiaoqian, Xiao, Tong, Zhu, Jingbo
Natura:	Preprint
Pubblicazione:	2024
Soggetti:	Computation and Language
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Step-level Verifier-guided Hybrid Test-Time Scaling for Large Language Models
di: Chang, Kaiyan, et al.
Pubblicazione: (2025)

APR: Penalizing Structural Redundancy in Large Reasoning Models via Anchor-based Process Rewards
di: Chang, Kaiyan, et al.
Pubblicazione: (2026)

Hybrid Alignment Training for Large Language Models
di: Wang, Chenglong, et al.
Pubblicazione: (2024)

RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment
di: Luo, Yingfeng, et al.
Pubblicazione: (2026)

Boosting Text-To-Image Generation via Multilingual Prompting in Large Multimodal Models
di: Mu, Yongyu, et al.
Pubblicazione: (2025)

Learning Evaluation Models from Large Language Models for Sequence Generation
di: Wang, Chenglong, et al.
Pubblicazione: (2023)

Beyond Decoder-only: Large Language Models Can be Good Encoders for Machine Translation
di: Luo, Yingfeng, et al.
Pubblicazione: (2025)

Prior Constraints-based Reward Model Training for Aligning Large Language Models
di: Zhou, Hang, et al.
Pubblicazione: (2024)

One Size Does Not Fit All: A Distribution-Aware Sparsification for More Precise Model Merging
di: Luo, Yingfeng, et al.
Pubblicazione: (2025)

Foundations of Large Language Models
di: Xiao, Tong, et al.
Pubblicazione: (2025)

Recent Advances in End-to-End Simultaneous Speech Translation
di: Liu, Xiaoqian, et al.
Pubblicazione: (2024)

NiuTrans.LMT: Toward Inclusive and Scalable Multilingual Machine Translation with LLMs
di: Luo, Yingfeng, et al.
Pubblicazione: (2025)

Early Exit Is a Natural Capability in Transformer-based Models: An Empirical Study on Early Exit without Joint Optimization
di: Shan, Weiqiao, et al.
Pubblicazione: (2024)

Position IDs Matter: An Enhanced Position Layout for Efficient Context Compression in Large Language Models
di: Zhao, Runsong, et al.
Pubblicazione: (2024)

Revealing the Parallel Multilingual Learning within Large Language Models
di: Mu, Yongyu, et al.
Pubblicazione: (2024)

Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models
di: Fan, Yuchun, et al.
Pubblicazione: (2025)

SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models
di: Huo, Yifu, et al.
Pubblicazione: (2026)

SageLM: A Multi-aspect and Explainable Large Language Model for Speech Judgement
di: Ge, Yuan, et al.
Pubblicazione: (2025)

Cross-layer Attention Sharing for Pre-trained Large Language Models
di: Mu, Yongyu, et al.
Pubblicazione: (2024)

SUBQRAG: Sub-Question Driven Dynamic Graph RAG
di: Li, Jiaoyang, et al.
Pubblicazione: (2025)

RankPrompt: Step-by-Step Comparisons Make Language Models Better Reasoners
di: Hu, Chi, et al.
Pubblicazione: (2024)

Prompt Compression for Large Language Models: A Survey
di: Li, Zongqian, et al.
Pubblicazione: (2024)

From Token to Token Pair: Efficient Prompt Compression for Large Language Models in Clinical Prediction
di: Zhu, Mingcheng, et al.
Pubblicazione: (2026)

A Survey on Efficient Large Language Model Training: From Data-centric Perspectives
di: Luo, Junyu, et al.
Pubblicazione: (2025)

Teaching Language Models to Self-Improve by Learning from Language Feedback
di: Hu, Chi, et al.
Pubblicazione: (2024)

A Survey of Uncertainty Estimation Methods on Large Language Models
di: Xia, Zhiqiu, et al.
Pubblicazione: (2025)

Forgetting Curve: A Reliable Method for Evaluating Memorization Capability for Long-context Models
di: Liu, Xinyu, et al.
Pubblicazione: (2024)

Translate-and-Revise: Boosting Large Language Models for Constrained Translation
di: Huang, Pengcheng, et al.
Pubblicazione: (2024)

KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse
di: Yang, Jingbo, et al.
Pubblicazione: (2025)

Efficient Large Language Models: A Survey
di: Wan, Zhongwei, et al.
Pubblicazione: (2023)

Probing Preference Representations: A Multi-Dimensional Evaluation and Analysis Method for Reward Models
di: Wang, Chenglong, et al.
Pubblicazione: (2025)

FLEXI: Benchmarking Full-duplex Human-LLM Speech Interaction
di: Ge, Yuan, et al.
Pubblicazione: (2025)

Active Prompting with Chain-of-Thought for Large Language Models
di: Diao, Shizhe, et al.
Pubblicazione: (2023)

A Modular-based Strategy for Mitigating Gradient Conflicts in Simultaneous Speech Translation
di: Liu, Xiaoqian, et al.
Pubblicazione: (2024)

A Survey on Efficient Inference for Large Language Models
di: Zhou, Zixuan, et al.
Pubblicazione: (2024)

On the Emotion Understanding of Synthesized Speech
di: Ge, Yuan, et al.
Pubblicazione: (2026)

Pedestrian Attribute Recognition: A New Benchmark Dataset and A Large Language Model Augmented Framework
di: Jin, Jiandong, et al.
Pubblicazione: (2024)

A Survey on Evaluation of Large Language Models
di: Chang, Yupeng, et al.
Pubblicazione: (2023)

IIET: Efficient Numerical Transformer via Implicit Iterative Euler Method
di: Liu, Xinyu, et al.
Pubblicazione: (2025)

A Survey of Prompt Engineering Methods in Large Language Models for Different NLP Tasks
di: Vatsal, Shubham, et al.
Pubblicazione: (2024)