Cover Image

Mufu: Multilingual Fused Learning for Low-Resource Translation with LLM

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Lim, Zheng Wei, Gupta, Nitish, Yu, Honglin, Cohn, Trevor
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

Simpson's Paradox and the Accuracy-Fluency Tradeoff in Translation
by: Lim, Zheng Wei, et al.
Published: (2024)

Backdoor Attack on Multilingual Machine Translation
by: Wang, Jun, et al.
Published: (2024)

OpenWHO: A Document-Level Parallel Corpus for Health Translation in Low-Resource Languages
by: Merx, Raphaël, et al.
Published: (2025)

Franken-Adapter: Cross-Lingual Adaptation of LLMs by Embedding Surgery
by: Jiang, Fan, et al.
Published: (2025)

Language-Specific Latent Process Hinders Cross-Lingual Performance
by: Lim, Zheng Wei, et al.
Published: (2025)

LoraxBench: A Multitask, Multilingual Benchmark Suite for 20 Indonesian Languages
by: Aji, Alham Fikri, et al.
Published: (2025)

TULUN: Transparent and Adaptable Low-resource Machine Translation
by: Merx, Raphaël, et al.
Published: (2025)

Few-Shot Multilingual Open-Domain QA from 5 Examples
by: Jiang, Fan, et al.
Published: (2025)

Massively Multilingual Text Translation For Low-Resource Languages
by: Zhou, Zhong
Published: (2024)

Found in Translation: Measuring Multilingual LLM Consistency as Simple as Translate then Evaluate
by: Gupta, Ashim, et al.
Published: (2025)

Gradient-Informed Training for Low-Resource Multilingual Speech Translation
by: Sun, Ruiyan, et al.
Published: (2026)

Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information Retrieval
by: Yang, Jinrui, et al.
Published: (2023)

Chasing Progress, Not Perfection: Revisiting Strategies for End-to-End LLM Plan Generation
by: Huang, Sukai, et al.
Published: (2024)

Multi-Hypothesis Distillation of Multilingual Neural Translation Models for Low-Resource Languages
by: Galiano-Jiménez, Aarón, et al.
Published: (2025)

SEA-Guard: Culturally Grounded Multilingual Safeguard for Southeast Asia
by: Tasawong, Panuthep, et al.
Published: (2026)

MERIT: Multilingual Expert-Reward Informed Tuning for Chinese-Centric Low-Resource Machine Translation
by: Lu, Zhixiang, et al.
Published: (2026)

IndicGenBench: A Multilingual Benchmark to Evaluate Generation Capabilities of LLMs on Indic Languages
by: Singh, Harman, et al.
Published: (2024)

LLM-Assisted Rule Based Machine Translation for Low/No-Resource Languages
by: Coleman, Jared, et al.
Published: (2024)

Multilingual Question Answering in Low-Resource Settings: A Dzongkha-English Benchmark for Foundation Models
by: Hosain, Md. Tanzib, et al.
Published: (2025)

Multilingual Transfer and Domain Adaptation for Low-Resource Languages of Spain
by: Luo, Yuanchang, et al.
Published: (2024)

Asymmetric Conflict and Synergy in Post-training for LLM-based Multilingual Machine Translation
by: Zheng, Tong, et al.
Published: (2025)

Learning Robust Negation Text Representations
by: Truong, Thinh Hung, et al.
Published: (2025)

TriLex: A Framework for Multilingual Sentiment Analysis in Low-Resource South African Languages
by: Nkongolo, Mike, et al.
Published: (2025)

Beyond Vanilla Fine-Tuning: Leveraging Multistage, Multilingual, and Domain-Specific Methods for Low-Resource Machine Translation
by: Thillainathan, Sarubi, et al.
Published: (2025)

Quantifying the Impact of Translation Errors on Multilingual LLM Evaluation
by: Thellmann, Klaudia-Doris, et al.
Published: (2026)

Typologically-Informed Candidate Reranking for LLM-based Translation into Low-Resource Languages
by: Abeykoon, Nipuna, et al.
Published: (2026)

Machine Translation Advancements of Low-Resource Indian Languages by Transfer Learning
by: Wei, Bin, et al.
Published: (2024)

"Be My Cheese?": Assessing Cultural Nuance in Multilingual LLM Translations
by: Van Doren, Madison, et al.
Published: (2025)

From LLM to NMT: Advancing Low-Resource Machine Translation with Claude
by: Enis, Maxim, et al.
Published: (2024)

Pre-training Cross-lingual Open Domain Question Answering with Large-scale Synthetic Supervision
by: Jiang, Fan, et al.
Published: (2024)

Don't Ignore the Tail: Decoupling top-K Probabilities for Efficient Language Model Distillation
by: Dasgupta, Sayantan, et al.
Published: (2026)

Large Reasoning Models Struggle to Transfer Parametric Knowledge Across Scripts
by: Bandarkar, Lucas, et al.
Published: (2026)

Toward Robust Multilingual Adaptation of LLMs for Low-Resource Languages
by: Li, Haolin, et al.
Published: (2025)

xTower: A Multilingual LLM for Explaining and Correcting Translation Errors
by: Treviso, Marcos, et al.
Published: (2024)

Dialectal and Low-Resource Machine Translation for Aromanian
by: Jerpelea, Alexandru-Iulius, et al.
Published: (2024)

Multilingual LLM Prompting Strategies for Medical English-Vietnamese Machine Translation
by: Vo, Nhu, et al.
Published: (2025)

Can Linguistically Related Languages Guide LLM Translation in Low-Resource Settings?
by: Ramasethu, Aishwarya, et al.
Published: (2026)

On Multilingual Encoder Language Model Compression for Low-Resource Languages
by: Gurgurov, Daniil, et al.
Published: (2025)

Multilingual MFA: Forced Alignment on Low-Resource Related Languages
by: Tosolini, Alessio, et al.
Published: (2025)

Seed-X: Building Strong Multilingual Translation LLM with 7B Parameters
by: Cheng, Shanbo, et al.
Published: (2025)