Cover Image

Multi-Method Validation of Large Language Model Medical Translation Across High- and Low-Resource Languages

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Anyaegbuna, Chukwuebuka, Guerrero, Eduardo Juan Perez, Liu, Jerry, Keyes, Timothy, Liang, April, Steele, Natasha, Ma, Stephen, Chen, Jonathan, Schulman, Kevin
Format:	Preprint
Published:	2026
Subjects:	Computation and Language J.3; I.2.7
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Machine Translation Hallucination Detection for Low and High Resource Languages using Large Language Models
by: Benkirane, Kenza, et al.
Published: (2024)

MALT: Mechanistic Ablation of Lossy Translation in LLMs for a Low-Resource Language: Urdu
by: Bajwa, Taaha Saleem
Published: (2025)

Leveraging Large Language Models for Accurate Sign Language Translation in Low-Resource Scenarios
by: Bulla, Luana, et al.
Published: (2025)

Pivot Language for Low-Resource Machine Translation
by: Talwar, Abhimanyu, et al.
Published: (2025)

Heidelberg-Boston @ SIGTYP 2024 Shared Task: Enhancing Low-Resource Language Analysis With Character-Aware Hierarchical Transformers
by: Riemenschneider, Frederick, et al.
Published: (2024)

Scaling Trends for Multi-Hop Contextual Reasoning in Mid-Scale Language Models
by: Steele, Brady, et al.
Published: (2026)

Yes-MT's Submission to the Low-Resource Indic Language Translation Shared Task in WMT 2024
by: Bhaskar, Yash, et al.
Published: (2025)

Reflective Translation: Improving Low-Resource Machine Translation via Structured Self-Reflection
by: Cheng, Nicholas
Published: (2026)

Why LoRA Resists Label Noise: A Theoretical Framework for Noise-Robust Parameter-Efficient Fine-Tuning
by: Steele, Brady
Published: (2026)

Algorithm for Semantic Network Generation from Texts of Low Resource Languages Such as Kiswahili
by: Wanjawa, Barack Wamkaya, et al.
Published: (2025)

A Multi-Task Benchmark for Abusive Language Detection in Low-Resource Settings
by: Gaim, Fitsum, et al.
Published: (2025)

Omnilingual MT: Machine Translation for 1,600 Languages
by: Omnilingual MT Team, et al.
Published: (2026)

Dialect Matters: Cross-Lingual ASR Transfer for Low-Resource Indic Language Varieties
by: Dhasmana, Akriti, et al.
Published: (2026)

Hard to Be Heard: Phoneme-Level ASR Analysis of Phonologically Complex, Low-Resource Endangered Languages
by: Akavarapu, V. S. D. S. Mahesh, et al.
Published: (2026)

SITA: Learning Speaker-Invariant and Tone-Aware Speech Representations for Low-Resource Tonal Languages
by: Xu, Tianyi, et al.
Published: (2026)

Beyond Many-Shot Translation: Scaling In-Context Demonstrations For Low-Resource Machine Translation
by: Salim, Luis Frentzen, et al.
Published: (2026)

Annotation Entropy Predicts Per-Example Learning Dynamics in LoRA Fine-Tuning
by: Steele, Brady
Published: (2026)

On the Limits of Learned Importance Scoring for KV Cache Compression
by: Steele, Brady
Published: (2026)

A Gamified Evaluation and Recruitment Platform for Low Resource Language Machine Translation Systems
by: Catalan, Carlos Rafael
Published: (2025)

Leveraging Large Language Models to Extract and Translate Medical Information in Doctors' Notes for Health Records and Diagnostic Billing Codes
by: Hartnett, Peter, et al.
Published: (2026)

Large Language Models for Persian $ \leftrightarrow $ English Idiom Translation
by: Rezaeimanesh, Sara, et al.
Published: (2024)

Culturally-Nuanced Story Generation for Reasoning in Low-Resource Languages: The Case of Javanese and Sundanese
by: Pranida, Salsabila Zahirah, et al.
Published: (2025)

Mining Large Language Models for Low-Resource Language Data: Comparing Elicitation Strategies for Hausa and Fongbe
by: Adjovi, Mahounan Pericles, et al.
Published: (2026)

Sarcasm Detection in a Less-Resourced Language
by: Đoković, Lazar, et al.
Published: (2024)

LLMs in the Loop: Leveraging Large Language Model Annotations for Active Learning in Low-Resource Languages
by: Kholodna, Nataliia, et al.
Published: (2024)

KenSwQuAD -- A Question Answering Dataset for Swahili Low Resource Language
by: Wanjawa, Barack W., et al.
Published: (2022)

Mitigating Translationese in Low-resource Languages: The Storyboard Approach
by: Kuwanto, Garry, et al.
Published: (2024)

Do Large Language Models Speak All Languages Equally? A Comparative Study in Low-Resource Settings
by: Hasan, Md. Arid, et al.
Published: (2024)

Multilingual LLMs Inherently Reward In-Language Time-Sensitive Semantic Alignment for Low-Resource Languages
by: Bajpai, Ashutosh, et al.
Published: (2024)

IWLV-Ramayana: A Sarga-Aligned Parallel Corpus of Valmiki's Ramayana Across Indian Languages
by: VP, Sumesh
Published: (2026)

NL2LOGIC: AST-Guided Translation of Natural Language into First-Order Logic with Large Language Models
by: Putra, Rizky Ramadhana, et al.
Published: (2026)

Language Predicts Identity Fusion Across Cultures and Reveals Divergent Pathways to Violence
by: Wright, Devin R., et al.
Published: (2026)

Evaluation of Chunking Strategies for Effective Text Embedding in Low-Resource Language on Agricultural Documents
by: Chhoun, Sovandara, et al.
Published: (2026)

Meta-Evaluation of Translation Evaluation Methods: a systematic up-to-date overview
by: Han, Lifeng, et al.
Published: (2016)

Evaluating Large Language Models for Zero-Shot Disease Labeling in CT Radiology Reports Across Organ Systems
by: Garcia-Alcoser, Michael E., et al.
Published: (2025)

The Paradox of Poetic Intent in Back-Translation: Evaluating the Quality of Large Language Models in Chinese Translation
by: Weigang, Li, et al.
Published: (2025)

Multilingual and Multimodal LLMs in the Wild: Building for Low-Resource Languages
by: Alam, Firoj, et al.
Published: (2026)

Whisper-LM: Improving ASR Models with Language Models for Low-Resource Languages
by: de Zuazo, Xabier, et al.
Published: (2025)

KinyaColBERT: A Lexically Grounded Retrieval Model for Low-Resource Retrieval-Augmented Generation
by: Nzeyimana, Antoine, et al.
Published: (2025)

LoRS: Efficient Low-Rank Adaptation for Sparse Large Language Model
by: Hu, Yuxuan, et al.
Published: (2025)