Papers
MaiBERT: A Pre-training Corpus and Language Model for Low-Resourced Maithili Language
Sumit Yadav, Raju Kumar Yadav, Utsav Maskey et al.
Representation-Aware Prompting for Zero-Shot Marathi Text Classification: IPA, Romanization, Repetition
Van-Hien Tran, Huy Hien Vu, Hideki Tanaka et al.
Bootstrapping Embeddings for Low Resource Languages
Merve Basoz, Andrew Horne, Mattia Opper
Beyond Many-Shot Translation: Scaling In-Context Demonstrations For Low-Resource Machine Translation
Luis Frentzen Salim, Esteban Carlin, Alexandre Morinvil et al.
Tracking the evolution of LLM capabilities for Belarusian with OpenAI Evals
Vladislav Poritski, Oksana Volchek, Maksim Aparovich et al.
Evaluating Large Language Models on Lithuanian Grammatical Cases
Urtė Jakubauskaitė, Raquel G. Alhama
Less is More: Adapting Text Embeddings for Low-Resource Languages with Small Scale Noisy Synthetic Data
Zaruhi Navasardyan, Bagratuni Minsayan, Spartak Bughdaryan et al.
Serbian SuperGLUE: Towards an Evaluation Benchmark for South Slavic Language Models
Mitar Perovic, Teodora Mihajlov
Large Language Models for Mental Health: A Multilingual Evaluation
Nishat Raihan, Sadiya Sayara Chowdhury Puspo, Ana-Maria Bucur et al.
Under-resourced studies of under-resourced languages: lemmatization and POS-tagging with LLM annotators for historical Armenian, Georgian, Greek and Syriac
Chahan Vidal-Gorène, Bastien Kindt, Florian Cafiero
A Comprehensive Evaluation of Chain-of-Thought Faithfulness in Persian Classification Tasks
Shakib Yazdani, Cristina España-Bonet, Eleftherios Avramidis et al.
"We Are (Language) Family”: Adapting Transformer models to related minority languages with linguistic data
Miguel López-Otal, Jorge Gracia
Learning from Scarcity: Building and Benchmarking Speech Technology for Sukuma.
Macton Mgonzo, Kezia Oketch, Naome A Etori et al.
"So, How Much Do LLMs Hallucinate on Low-Resource Languages?" A Quantitative and Qualitative Analysis
Kushal Trivedi, Murtuza Shaikh, Sriyansh Sharma
Targeted Syntactic Evaluation of Language Models on Georgian Case Alignment
Daniel Gallagher, Gerhard Heyer
Enabling Structured Reasoning in Sindhi with Culturally Grounded Instruction Tuning
Mehak Mehak, Kamyar Zeinalipour, Pireh Soomro et al.
Cross-Lingual Emotion Recognition in Balinese Text using Multilingual-LLMs under Peer-Collaborations Settings
Putu Kussa Laksana Utama, Jilles Steeve Dibangoye, Tsegaye Misikir Tashu
TeluguEval: A Comprehensive Benchmark for Evaluating LLM Capabilities in Telugu
Revanth Kumar Gundam, Radhika Mamidi
Anchoring the Judge: Curriculum-Based Adaptation and Reference-Anchored MQM for LLM-Based Machine Translation of an Unseen Low-Resource Language - A Case of Nupe
Umar Baba Umar, Sulaimon Adebayo Bashir, Abdulmalik Danlami Mohammed
Qomhrá: A Bilingual Irish and English Large Language Model
Joseph McInerney, Khanh-Tung Tran, Liam Lonergan et al.
When LLMs Annotate: Reliability Challenges in Low-Resource NLI
Solmaz Panahi, John Kelleher, Vasudevan Nedumpozhimana
QARI: Neural Architecture for Urdu Extractive Machine Reading Comprehension
Samreen Kazi, Shakeel Ahmed Khoja
LLM-as-a-Judge for Low-Resource Languages: Adapting Ragas and Comparative Ranking for Romanian
Claudiu Creanga, Liviu P Dinu