Cover Image

Efficient k-Nearest-Neighbor Machine Translation with Dynamic Retrieval

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gao, Yan, Cao, Zhiwei, Miao, Zhongjian, Yang, Baosong, Liu, Shiyu, Zhang, Min, Su, Jinsong
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Towards Faster k-Nearest-Neighbor Machine Translation
by: Shi, Xiangyu, et al.
Published: (2023)

Angular Dispersion Accelerates $k$-Nearest Neighbors Machine Translation
by: Tokarchuk, Evgeniia, et al.
Published: (2025)

ReflectMT: Internalizing Reflection for Efficient and High-Quality Machine Translation
by: Li, Kunquan, et al.
Published: (2026)

Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models
by: Wu, Suhang, et al.
Published: (2025)

NNOSE: Nearest Neighbor Occupational Skill Extraction
by: Zhang, Mike, et al.
Published: (2024)

Nearest Neighbor Normalization Improves Multimodal Retrieval
by: Chowdhury, Neil, et al.
Published: (2024)

Scaling Model and Data for Multilingual Machine Translation with Open Large Language Models
by: Shang, Yuzhe, et al.
Published: (2026)

Not All Languages are Equal: Insights into Multilingual Retrieval-Augmented Generation
by: Wu, Suhang, et al.
Published: (2024)

A Debiased Nearest Neighbors Framework for Multi-Label Text Classification
by: Cheng, Zifeng, et al.
Published: (2024)

ExPosST: Explicit Positioning with Adaptive Masking for LLM-Based Simultaneous Machine Translation
by: Shang, Yuzhe, et al.
Published: (2026)

Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data
by: Ghorbanpour, Faeze, et al.
Published: (2025)

Can LLMs Track Their Output Length? A Dynamic Feedback Mechanism for Precise Length Regulation
by: Xiao, Meiman, et al.
Published: (2026)

Translatotron-V(ison): An End-to-End Model for In-Image Machine Translation
by: Lan, Zhibin, et al.
Published: (2024)

A Survey on Multi-modal Machine Translation: Tasks, Methods and Challenges
by: Shen, Huangjun, et al.
Published: (2024)

Nearest Neighbor Speculative Decoding for LLM Generation and Attribution
by: Li, Minghan, et al.
Published: (2024)

Long-Tail Crisis in Nearest Neighbor Language Models
by: Nishida, Yuto, et al.
Published: (2025)

KNN-SSD: Enabling Dynamic Self-Speculative Decoding via Nearest Neighbor Layer Set Optimization
by: Song, Mingbo, et al.
Published: (2025)

Improving Large-Scale k-Nearest Neighbor Text Categorization with Label Autoencoders
by: Ribadas-Pena, Francisco J., et al.
Published: (2024)

Towards Fine-Grained Code-Switch Speech Translation with Semantic Space Alignment
by: Gao, Yan, et al.
Published: (2025)

Efficient Nearest Neighbor based Uncertainty Estimation for Natural Language Processing Tasks
by: Hashimoto, Wataru, et al.
Published: (2024)

On the Hallucination in Simultaneous Machine Translation
by: Zhong, Meizhi, et al.
Published: (2024)

Retrieval-augmented Multi-modal Chain-of-Thoughts Reasoning for Large Language Models
by: Liu, Bingshuai, et al.
Published: (2023)

Test-Time Training on Nearest Neighbors for Large Language Models
by: Hardt, Moritz, et al.
Published: (2023)

Like a Good Nearest Neighbor: Practical Content Moderation and Text Classification
by: Bates, Luke, et al.
Published: (2023)

Reproducibility Report: Test-Time Training on Nearest Neighbors for Large Language Models
by: Zhou, Boyang, et al.
Published: (2025)

Non-Exchangeable Conformal Language Generation with Nearest Neighbors
by: Ulmer, Dennis, et al.
Published: (2024)

Large Language Model for Multi-Domain Translation: Benchmarking and Domain CoT Fine-tuning
by: Hu, Tianxiang, et al.
Published: (2024)

On the Information Redundancy in Non-Autoregressive Translation
by: Wang, Zhihao, et al.
Published: (2024)

Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs
by: Cao, Zhiwei, et al.
Published: (2024)

A Dual-Perspective Metaphor Detection Framework Using Large Language Models
by: Lin, Yujie, et al.
Published: (2024)

Benchmarking Machine Translation on Chinese Social Media Texts
by: Zhao, Kaiyan, et al.
Published: (2026)

Enhancing Large Language Models'Machine Translation via Dynamic Focus Anchoring
by: Ding, Qiuyu, et al.
Published: (2025)

CRINN: Contrastive Reinforcement Learning for Approximate Nearest Neighbor Search
by: Li, Xiaoya, et al.
Published: (2025)

Retrieval-Augmented Machine Translation with Unstructured Knowledge
by: Wang, Jiaan, et al.
Published: (2024)

Selective Contrastive Learning For Gloss Free Sign Language Translation
by: Lai, Changhao, et al.
Published: (2026)

From Handcrafted Features to LLMs: A Brief Survey for Machine Translation Quality Estimation
by: Zhao, Haofei, et al.
Published: (2024)

SiLLM: Large Language Models for Simultaneous Machine Translation
by: Guo, Shoutao, et al.
Published: (2024)

N2C2: Nearest Neighbor Enhanced Confidence Calibration for Cross-Lingual In-Context Learning
by: He, Jie, et al.
Published: (2025)

Unveiling the Mystery of Visual Attributes of Concrete and Abstract Concepts: Variability, Nearest Neighbors, and Challenging Categories
by: Tater, Tarun, et al.
Published: (2024)

Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation
by: Li, Weitao, et al.
Published: (2025)