Imagen de Portada

LSR: Linguistic Safety Robustness Benchmark for Low-Resource West African Languages

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autor principal:	Faruna, Godwin Abuh
Formato:	Preprint
Publicado:	2026
Materias:	Computation and Language Artificial Intelligence
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

HausaMovieReview: A Benchmark Dataset for Sentiment Analysis in Low-Resource African Language
por: Zanga, Asiya Ibrahim, et al.
Publicado: (2025)

VLURes: Benchmarking VLM Visual and Linguistic Understanding in Low-Resource Languages
por: Atuhurra, Jesse, et al.
Publicado: (2025)

Harnessing Linguistic Dissimilarity for Language Generalization on Unseen Low-Resource Varieties
por: Kim, Jinju, et al.
Publicado: (2026)

The African Languages Lab: A Collaborative Approach to Advancing Low-Resource African NLP
por: Issaka, Sheriff, et al.
Publicado: (2025)

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

Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts
por: Nguyen, Xuan-Phi, et al.
Publicado: (2023)

Exploring Performance Variations in Finetuned Translators of Ultra-Low Resource Languages: Do Linguistic Differences Matter?
por: Gonçalves, Isabel, et al.
Publicado: (2025)

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

Bridging the Gap: Enhancing LLM Performance for Low-Resource African Languages with New Benchmarks, Fine-Tuning, and Cultural Adjustments
por: Alhanai, Tuka, et al.
Publicado: (2024)

MELLA: Bridging Linguistic Capability and Cultural Groundedness for Low-Resource Language MLLMs
por: Gao, Yufei, et al.
Publicado: (2025)

Can Large Language Models Code Like a Linguist?: A Case Study in Low Resource Sound Law Induction
por: Naik, Atharva, et al.
Publicado: (2024)

Rethinking what Matters: Effective and Robust Multilingual Realignment for Low-Resource Languages
por: Nguyen, Quang Phuoc, et al.
Publicado: (2025)

Integrating Linguistics and AI: Morphological Analysis and Corpus development of Endangered Toto Language of West Bengal
por: Guha, Ambalika, et al.
Publicado: (2025)

Evaluating the Quality of Benchmark Datasets for Low-Resource Languages: A Case Study on Turkish
por: Cengiz, Ayşe Aysu, et al.
Publicado: (2025)

Low-Resource Safety Failures Are Action Failures, Not Representation Failures
por: Aziz, Rashad, et al.
Publicado: (2026)

Generative AI, Pragmatics, and Authenticity in Second Language Learning
por: Godwin-Jones`, Robert
Publicado: (2024)

OpenAI's GPT-OSS-20B Model and Safety Alignment Issues in a Low-Resource Language
por: Inuwa-Dutse, Isa
Publicado: (2025)

Adversarial Humanities Benchmark: Results on Stylistic Robustness in Frontier Model Safety
por: Galisai, Marcello, et al.
Publicado: (2026)

Safe at the Margins: A General Approach to Safety Alignment in Low-Resource English Languages -- A Singlish Case Study
por: Lim, Isaac, et al.
Publicado: (2025)

Linguistic Neuron Overlap Patterns to Facilitate Cross-lingual Transfer on Low-resource Languages
por: Xu, Yuemei, et al.
Publicado: (2025)

TukaBench: A Culturally Grounded Jailbreak Benchmark for African Languages
por: Akinode, Victor, et al.
Publicado: (2026)

IrokoBench: A New Benchmark for African Languages in the Age of Large Language Models
por: Adelani, David Ifeoluwa, et al.
Publicado: (2024)

CHiSafetyBench: A Chinese Hierarchical Safety Benchmark for Large Language Models
por: Zhang, Wenjing, et al.
Publicado: (2024)

Transformers for Low-Resource Languages: Is Féidir Linn!
por: Lankford, Séamus, et al.
Publicado: (2024)

MELABenchv1: Benchmarking Large Language Models against Smaller Fine-Tuned Models for Low-Resource Maltese NLP
por: Micallef, Kurt, et al.
Publicado: (2025)

Chinese SafetyQA: A Safety Short-form Factuality Benchmark for Large Language Models
por: Tan, Yingshui, et al.
Publicado: (2024)

Evaluating Modern Large Language Models on Low-Resource and Morphologically Rich Languages:A Cross-Lingual Benchmark Across Cantonese, Japanese, and Turkish
por: Xia, Chengxuan, et al.
Publicado: (2025)

Unlocking the Potential of Model Merging for Low-Resource Languages
por: Tao, Mingxu, et al.
Publicado: (2024)

Transcending Language Boundaries: Harnessing LLMs for Low-Resource Language Translation
por: Shu, Peng, et al.
Publicado: (2024)

CangjieBench: Benchmarking LLMs on a Low-Resource General-Purpose Programming Language
por: Cheng, Junhang, et al.
Publicado: (2026)

GhanaNLP Parallel Corpora: Comprehensive Multilingual Resources for Low-Resource Ghanaian Languages
por: Gyamfi, Lawrence Adu, et al.
Publicado: (2026)

Natural Language Processing RELIES on Linguistics
por: Opitz, Juri, et al.
Publicado: (2024)

Profiling learners' affective engagement: Emotion AI, intercultural pragmatics, and language learning
por: Godwin-Jones, Robert
Publicado: (2026)

MCP-SafetyBench: A Benchmark for Safety Evaluation of Large Language Models with Real-World MCP Servers
por: Zong, Xuanjun, et al.
Publicado: (2025)

AI Diffusion in Low Resource Language Countries
por: Misra, Amit, et al.
Publicado: (2025)

Continual-learning for Modelling Low-Resource Languages from Large Language Models
por: K, Santosh Srinath, et al.
Publicado: (2026)

Opportunities and Challenges of Large Language Models for Low-Resource Languages in Humanities Research
por: Zhong, Tianyang, et al.
Publicado: (2024)

LLMs Are Few-Shot In-Context Low-Resource Language Learners
por: Cahyawijaya, Samuel, et al.
Publicado: (2024)

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

NaijaNLP: A Survey of Nigerian Low-Resource Languages
por: Inuwa-Dutse, Isa
Publicado: (2025)