Cover Image

Leveraging Large Language Models for Accurate Sign Language Translation in Low-Resource Scenarios

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bulla, Luana, Tuccio, Gabriele, Mongiovì, Misael, Gangemi, Aldo
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence Computers and Society I.2; I.2.7
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Large Language Model (LLM) Bias Index -- LLMBI
by: Oketunji, Abiodun Finbarrs, et al.
Published: (2023)

Engineering A Large Language Model From Scratch
by: Oketunji, Abiodun Finbarrs
Published: (2024)

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

Conceptual Engineering Using Large Language Models
by: Allen, Bradley P.
Published: (2023)

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

Fane at SemEval-2025 Task 10: Zero-Shot Entity Framing with Large Language Models
by: Fane, Enfa, et al.
Published: (2025)

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

Multi-Method Validation of Large Language Model Medical Translation Across High- and Low-Resource Languages
by: Anyaegbuna, Chukwuebuka, et al.
Published: (2026)

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

Towards Red Teaming in Multimodal and Multilingual Translation
by: Ropers, Christophe, et al.
Published: (2024)

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)

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)

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)

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

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)

Towards Fundamental Language Models: Does Linguistic Competence Scale with Model Size?
by: Collado-Montañez, Jaime, et al.
Published: (2025)

Towards Greater Leverage: Scaling Laws for Efficient Mixture-of-Experts Language Models
by: Tian, Changxin, et al.
Published: (2025)

Multi-Hierarchical Feature Detection for Large Language Model Generated Text
by: Zhang, Luyan, et al.
Published: (2025)

Robustness of Large Language Models to Perturbations in Text
by: Singh, Ayush, et al.
Published: (2024)

Computational Economics in Large Language Models: Exploring Model Behavior and Incentive Design under Resource Constraints
by: Reddy, Sandeep, et al.
Published: (2025)

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

2M-BELEBELE: Highly Multilingual Speech and American Sign Language Comprehension Dataset
by: Costa-jussà, Marta R., et al.
Published: (2024)

Precise Length Control in Large Language Models
by: Butcher, Bradley, et al.
Published: (2024)

Large Language Models for Biomedical Article Classification
by: Proboszcz, Jakub, et al.
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)

The Need for Guardrails with Large Language Models in Medical Safety-Critical Settings: An Artificial Intelligence Application in the Pharmacovigilance Ecosystem
by: Hakim, Joe B, et al.
Published: (2024)

Towards Alignment-Centric Paradigm: A Survey of Instruction Tuning in Large Language Models
by: Han, Xudong, et al.
Published: (2025)

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

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

Strategy Adaptation in Large Language Model Werewolf Agents
by: Nakamori, Fuya, et al.
Published: (2025)

Socially Responsible Data for Large Multilingual Language Models
by: Smart, Andrew, et al.
Published: (2024)

Entropy-Based Measurement of Value Drift and Alignment Work in Large Language Models
by: Fadli, Samih
Published: (2025)

The Democratic Paradox in Large Language Models' Underestimation of Press Freedom
by: Loaiza, I., et al.
Published: (2025)

MCP: A Control-Theoretic Orchestration Framework for Synergistic Efficiency and Interpretability in Multimodal Large Language Models
by: Zhang, Luyan
Published: (2025)

Qomhra: A Bilingual Irish and English Large Language Model
by: McInerney, Joseph, et al.
Published: (2025)

Dialect Normalization using Large Language Models and Morphological Rules
by: Dimakis, Antonios, et al.
Published: (2025)