--- title: "Low-resource languages — papers, page 6" description: "Low-resource languages: 153 papers of the Elamur Research library · page 6 of 7, the most cited first." canonical: "https://research.elamur.ai/free/en/topics/low-resource-languages/page/6/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/topics/low-resource-languages/page/6/) [home](https://md.research.elamur.ai/free/en/) / [topics](https://md.research.elamur.ai/free/en/topics/) / [Low-resource languages](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) / page 6 # 🌱 Low-resource languages 153 papers · page 6 of 7 · the most cited first · [all topics](https://md.research.elamur.ai/free/en/topics/) Languages with little data: endangered, indigenous and under-served languages and how to work with them. [← prev](https://md.research.elamur.ai/free/en/topics/low-resource-languages/page/5/) [1](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) … [5](https://md.research.elamur.ai/free/en/topics/low-resource-languages/page/5/) **6** [7](https://md.research.elamur.ai/free/en/topics/low-resource-languages/page/7/) [next →](https://md.research.elamur.ai/free/en/topics/low-resource-languages/page/7/) - [Leveraging Digitized Newspapers to Collect Summarization Data in Low-Resource Languages](https://md.research.elamur.ai/free/en/papers/aclbulk-2026-dahan-leveraging-digitized-newspapers-collect-summarization/) — Noam Dahan, Omer Kidron, Gabriel Stanovsky · 2026 - [LGSE: Lexically Grounded Subword Embedding Initialization for Low-Resource Language Adaptation](https://md.research.elamur.ai/free/en/papers/teklehaymanot-2026-lgse-lexically-grounded-subword-embedding/) — Hailay Kidu Teklehaymanot, Dren Fazlija, Wolfgang Nejdl · 2026 - [LV-ROVER-MLT: Low-Resource Maltese OCR by Synthetic Fine-Tuning and Multi-Stream Arbitration](https://md.research.elamur.ai/free/en/papers/darmanin-2026-lv-rover-mlt-low-resource/) — Adam Darmanin · 2026 - [MaskedVerbalizer: Automatic Verbalizer Construction for Few-Shot Text Classification in Low-Resource Right-to-Left Languages](https://md.research.elamur.ai/free/en/papers/ullah-2026-maskedverbalizer-automatic-verbalizer-construction-few/) — Faizad Ullah, Furqan Sikandar, Areeba Waqar, et al. · 2026 - [Morphological Parsing for Media Lengua: When Accessibility Matters More Than State-of-the-Art](https://md.research.elamur.ai/free/en/papers/stewart-2026-morphological-parsing-media-lengua-when/) — Jesse Stewart, Olga Kriukova · 2026 - [Multi-Task Instruction Tuning via Data Scheduling for Low-Resource Arabic SpeechLLMs](https://md.research.elamur.ai/free/en/papers/bhatti-2026-multi-task-instruction-tuning-data/) — Hunzalah Hassan Bhatti, Firoj Alam, Shammur Absar Chowdhury · 2026 - [Nepali Lemmatization with Multilingual Transformers: Intrinsic and Extrinsic Evaluation in a Low-Resource Setting](https://md.research.elamur.ai/free/en/papers/regmi-2026-nepali-lemmatization-multilingual-transformers-intrinsic/) — Sunil Regmi, Sundeep Dawadi, Bal Krishna Bal · 2026 - [On the Robustness of Morphosyntactic Transformation with Large Language Models: The Case of Quechua Collao](https://md.research.elamur.ai/free/en/papers/pocco-2026-robustness-morphosyntactic-transformation-large-language/) — Pool Pocco, Arturo Oncevay · 2026 - [Parsing Nheengatu: Performance Gains for a Brazilian Indigenous Universal Dependencies Treebank](https://md.research.elamur.ai/free/en/papers/alexandre-2026-parsing-nheengatu-performance-gains-brazilian/) — Dominick Maia Alexandre, Leonel Figueiredo de Alencar · 2026 - [Phonetic-based Ranking for Improved Pseudo-Labeling in Low-Resource ASR](https://md.research.elamur.ai/free/en/papers/matassoni-2026-phonetic-based-ranking-improved-pseudo/) — Marco Matassoni, Roberto Gretter, Falavigna Daniele, et al. · 2026 - [Quality and Appropriateness of Large Text Datasets for Irish NLP](https://md.research.elamur.ai/free/en/papers/walsh-2026-quality-appropriateness-large-text-datasets/) — Abigail Walsh, Mark Andrade, Jane Lauren Adkins, et al. · 2026 - [SAINT: Multilingual Span-Level Interpretability for Sentiment Analysis](https://md.research.elamur.ai/free/en/papers/yimam-2026-saint-multilingual-span-level-interpretability/) — Seid Muhie Yimam, Tadesse Destaw Belay, Robert Geislinger, et al. · 2026 - [Same-Language Subtitles for Low-resource Languages: A Case of Bundelkhandi](https://md.research.elamur.ai/free/en/papers/pradhan-2026-same-language-subtitles-low-resource/) — Anirudh Pradhan, Ayushi Pandey, Divyansh Kushwaha, et al. · 2026 - [Script Correction and Synthetic Pivoting: Adapting Tencent HY-MT for Low-Resource Turkic Translation](https://md.research.elamur.ai/free/en/papers/maxim-2026-script-correction-synthetic-pivoting-adapting/) — Bolgov Maxim · 2026 - [SemiAdapt: Semi-Supervised and Efficient LoRA-Based Domain Adaptation for Low-Resource Irish Machine Translation with Transformers](https://md.research.elamur.ai/free/en/papers/mcgiff-2026-semiadapt-semi-supervised-efficient-lora/) — Josh Mcgiff, Nikola S. Nikolov · 2026 - [Small Language Models for Less-Resourced Languages in a Real-World Scenario: The Case for Catalan](https://md.research.elamur.ai/free/en/papers/sauri-2026-small-language-models-less-resourced/) — Roser Saurí, Josep Sànchez-Ferreres, Lluis Padro, et al. · 2026 - [Synthetic Instruction Generation for Low-Resource Nordic Languages: Viability and Limitations in LLM Instruction-Tuning](https://md.research.elamur.ai/free/en/papers/stenlund-2026-synthetic-instruction-generation-low-resource/) — Mathias Stenlund, Annika Simonsen, Lars Bungum, et al. · 2026 - [Task-Lens: Cross-Task Utility Based Speech Dataset Profiling for Low-Resource Indian Languages](https://md.research.elamur.ai/free/en/papers/sharma-2026-task-lens-cross-task-utility/) — Swati Sharma, Divya V. Sharma, Anubha Gupta · 2026 - [TG-ASR: Translation-Guided Learning with Parallel Gated Cross Attention for Low-Resource Automatic Speech Recognition](https://md.research.elamur.ai/free/en/papers/yang-2026-tg-asr-translation-guided-learning/) — ChengYeh Yang, Chien-Chun Wang, Li-Wei Chen, et al. · 2026 - [Transfer Learning for Creole TTS: A Pilot Study on Whether Substrate Phonologies or Lexifier Vocabularies Matter More](https://md.research.elamur.ai/free/en/papers/strickland-2026-transfer-learning-creole-tts-pilot/) — Emmett Strickland, Marc Evrard, Valentina Fedchenko · 2026 - [Trustworthy NLP for Low-Resource Languages: Agent-Based Uncertainty Modeling for Hebrew Radiology Report Structuring](https://md.research.elamur.ai/free/en/papers/aclbulk-2026-atya-trustworthy-nlp-low-resource-languages/) — Hadas Ben Atya, Naama Gavrielov, Zvi Badash, et al. · 2026 - [Voice Activation Detection for Transcription of Indigenous Languages](https://md.research.elamur.ai/free/en/papers/solano-2026-voice-activation-detection-transcription-indigenous/) — Rolando Coto-Solano, Mikaela Browning, Thomas Corrado, et al. · 2026 - [Why do Large Language Models Fail in Low-resource Translation? Unraveling the Token Dynamics of Large Language Models for Machine Translation](https://md.research.elamur.ai/free/en/papers/qian-2026-why-do-large-language-models/) — Shenbin Qian, Yves Scherrer · 2026 - [AI-Driven Generation of Old English: A Framework for Low-Resource Languages](https://md.research.elamur.ai/free/en/papers/alva-2025-ai-driven-generation-old-english/) — Rodrigo Gabriel Salazar Alva, Matias Nunez, Cristian Lopez, et al. · 2025 - [Evaluating the Performance of Transformers in Translating Low-Resource Languages through Akkadian](https://md.research.elamur.ai/free/en/papers/jones-2025-evaluating-performance-transformers-translating-low/) — Daniel A. Jones, Ruslan Mitkov · 2025 [← prev](https://md.research.elamur.ai/free/en/topics/low-resource-languages/page/5/) [1](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) … [5](https://md.research.elamur.ai/free/en/topics/low-resource-languages/page/5/) **6** [7](https://md.research.elamur.ai/free/en/topics/low-resource-languages/page/7/) [next →](https://md.research.elamur.ai/free/en/topics/low-resource-languages/page/7/)