Papers
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
Improving Romanian LLM Pretraining Data using Diversity and Quality Filtering
Vlad-Andrei Negoiță, Mihai Masala, Traian Rebedea
BanglaIPA: Towards Robust Text-to-IPA Transcription with Contextual Rewriting in Bengali
Jakir Hasan, Shrestha Datta, Md Saiful Islam et al.
SinhaLegal: A Benchmark Corpus for Information Extraction and Analysis in Sinhala Legislative Texts
Minduli Lasandi, Nevidu Jayatilleke
Grammatical Error Correction for Low-Resource Languages: The Case of Zarma
Mamadou K. Keita, Adwoa Bremang, Huy Le et al.
Evaluating Retrieval-Augmented Generation for Medication Question Answering on Nigerian Drug Labels in Yorùbá
Aramide Adebesin, Zainab Tairu
BanglaLlama: LLaMA for Bangla Language
Abdullah Khan Zehady, Shubhashis Roy Dipta, Naymul Islam et al.
To make someone do something: mining alert-style directives in Bulgarian social media for low-resource language modelling
Ruslana Margova, Stanislav Penkov
Making Large Language Models Speak Tulu: Structured Prompting for an Extremely Low-Resource Language
Prathamesh Devadiga, Paras Chopra