Copertina

Effective Self-Mining of In-Context Examples for Unsupervised Machine Translation with LLMs

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Mekki, Abdellah El, Abdul-Mageed, Muhammad
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

EduAdapt: A Question Answer Benchmark Dataset for Evaluating Grade-Level Adaptability in LLMs
di: Naeem, Numaan, et al.
Pubblicazione: (2025)

LQM: Linguistically Motivated Multidimensional Quality Metrics for Machine Translation
di: Magdy, Samar M., et al.
Pubblicazione: (2026)

NileChat: Towards Linguistically Diverse and Culturally Aware LLMs for Local Communities
di: Mekki, Abdellah El, et al.
Pubblicazione: (2025)

PalmX 2025: The First Shared Task on Benchmarking LLMs on Arabic and Islamic Culture
di: Alwajih, Fakhraddin, et al.
Pubblicazione: (2025)

Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks
di: Bhatia, Gagan, et al.
Pubblicazione: (2024)

Interplay of Machine Translation, Diacritics, and Diacritization
di: Chen, Wei-Rui, et al.
Pubblicazione: (2024)

Toucan: Many-to-Many Translation for 150 African Language Pairs
di: Elmadany, AbdelRahim, et al.
Pubblicazione: (2024)

Zero-Shot Context-Aware ASR for Diverse Arabic Varieties
di: Talafha, Bashar, et al.
Pubblicazione: (2025)

Distilling Text Style Transfer With Self-Explanation From LLMs
di: Zhang, Chiyu, et al.
Pubblicazione: (2024)

Arabic Automatic Story Generation with Large Language Models
di: El-Shangiti, Ahmed Oumar, et al.
Pubblicazione: (2024)

To Distill or Not to Distill? On the Robustness of Robust Knowledge Distillation
di: Waheed, Abdul, et al.
Pubblicazione: (2024)

On Barriers to Archival Audio Processing
di: Sullivan, Peter, et al.
Pubblicazione: (2025)

Ensemble Self-Training for Unsupervised Machine Translation
di: Aharon, Ido, et al.
Pubblicazione: (2026)

USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation
di: Belouadi, Jonas, et al.
Pubblicazione: (2022)

Cheetah: Natural Language Generation for 517 African Languages
di: Adebara, Ife, et al.
Pubblicazione: (2024)

Desert Camels and Oil Sheikhs: Arab-Centric Red Teaming of Frontier LLMs
di: Saeed, Muhammed, et al.
Pubblicazione: (2024)

Dallah: A Dialect-Aware Multimodal Large Language Model for Arabic
di: Alwajih, Fakhraddin, et al.
Pubblicazione: (2024)

Alexandria: A Multi-Domain Dialectal Arabic Machine Translation Dataset for Culturally Inclusive and Linguistically Diverse LLMs
di: Mekki, Abdellah El, et al.
Pubblicazione: (2026)

In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation
di: Zebaze, Armel, et al.
Pubblicazione: (2024)

Towards Zero-Shot Text-To-Speech for Arabic Dialects
di: Doan, Khai Duy, et al.
Pubblicazione: (2024)

FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models
di: Bhatia, Gagan, et al.
Pubblicazione: (2024)

Attention Mechanism and Context Modeling System for Text Mining Machine Translation
di: Zhang, Yuwei, et al.
Pubblicazione: (2024)

AfroScope: A Framework for Studying the Linguistic Landscape of Africa
di: Kwon, Sang Yun, et al.
Pubblicazione: (2026)

Exploring In-context Example Generation for Machine Translation
di: Lee, Dohyun, et al.
Pubblicazione: (2025)

Qalam : A Multimodal LLM for Arabic Optical Character and Handwriting Recognition
di: Bhatia, Gagan, et al.
Pubblicazione: (2024)

Autoregressive + Chain of Thought = Recurrent: Recurrence's Role in Language Models' Computability and a Revisit of Recurrent Transformer
di: Zhang, Xiang, et al.
Pubblicazione: (2024)

uDistil-Whisper: Label-Free Data Filtering for Knowledge Distillation in Low-Data Regimes
di: Waheed, Abdul, et al.
Pubblicazione: (2024)

LaMini-LM: A Diverse Herd of Distilled Models from Large-Scale Instructions
di: Wu, Minghao, et al.
Pubblicazione: (2023)

Self-Augmented In-Context Learning for Unsupervised Word Translation
di: Li, Yaoyiran, et al.
Pubblicazione: (2024)

Guiding In-Context Learning of LLMs through Quality Estimation for Machine Translation
di: Sharami, Javad Pourmostafa Roshan, et al.
Pubblicazione: (2024)

LLM Performance Predictors are good initializers for Architecture Search
di: Jawahar, Ganesh, et al.
Pubblicazione: (2023)

Effective In-Context Example Selection through Data Compression
di: Sun, Zhongxiang, et al.
Pubblicazione: (2024)

Learning to Search Effective Example Sequences for In-Context Learning
di: Gao, Xiang, et al.
Pubblicazione: (2025)

Peacock: A Family of Arabic Multimodal Large Language Models and Benchmarks
di: Alwajih, Fakhraddin, et al.
Pubblicazione: (2024)

Arab Voices: Mapping Standard and Dialectal Arabic Speech Technology
di: Sullivan, Peter, et al.
Pubblicazione: (2026)

DetoxLLM: A Framework for Detoxification with Explanations
di: Khondaker, Md Tawkat Islam, et al.
Pubblicazione: (2024)

Revisiting Context Choices for Context-aware Machine Translation
di: Rikters, Matīss, et al.
Pubblicazione: (2021)

Benchmarking LLMs for Mimicking Child-Caregiver Language in Interaction
di: Liu, Jing, et al.
Pubblicazione: (2024)

SCOI: Syntax-augmented Coverage-based In-context Example Selection for Machine Translation
di: Tang, Chenming, et al.
Pubblicazione: (2024)

POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation
di: Pan, Shilong, et al.
Pubblicazione: (2024)