Reasoning Transfer for an Extremely Low-Resource and Endangered Language: Bridging Languages Through Sample-Efficient Language Understanding
Fuente:
arXiv
Saved in:
| Main Authors: | Tran, Khanh-Tung, O'Sullivan, Barry, Nguyen, Hoang D. |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
UCCIX: Irish-eXcellence Large Language Model
by: Tran, Khanh-Tung, et al.
Published: (2024)
by: Tran, Khanh-Tung, et al.
Published: (2024)
IRLBench: A Multi-modal, Culturally Grounded, Parallel Irish-English Benchmark for Open-Ended LLM Reasoning Evaluation
by: Tran, Khanh-Tung, et al.
Published: (2025)
by: Tran, Khanh-Tung, et al.
Published: (2025)
Multi-Agent Collaboration Mechanisms: A Survey of LLMs
by: Tran, Khanh-Tung, et al.
Published: (2025)
by: Tran, Khanh-Tung, et al.
Published: (2025)
Cross-Lingual Transfer and Parameter-Efficient Adaptation in the Turkic Language Family: A Theoretical Framework for Low-Resource Language Models
by: Ibrahimzade, O., et al.
Published: (2026)
by: Ibrahimzade, O., et al.
Published: (2026)
Irish-BLiMP: A Linguistic Benchmark for Evaluating Human and Language Model Performance in a Low-Resource Setting
by: McGiff, Josh, et al.
Published: (2025)
by: McGiff, Josh, et al.
Published: (2025)
Questionnaire meets LLM: A Benchmark and Empirical Study of Structural Skills for Understanding Questions and Responses
by: Nguyen, Duc-Hai, et al.
Published: (2025)
by: Nguyen, Duc-Hai, et al.
Published: (2025)
BhashaSetu: Cross-Lingual Knowledge Transfer from High-Resource to Extreme Low-Resource Languages
by: Maji, Subhadip, et al.
Published: (2026)
by: Maji, Subhadip, et al.
Published: (2026)
Kakugo: Distillation of Low-Resource Languages into Small Language Models
by: Devine, Peter, et al.
Published: (2026)
by: Devine, Peter, et al.
Published: (2026)
FastDiSS: Few-step Match Many-step Diffusion Language Model on Sequence-to-Sequence Generation--Full Version
by: Nguyen-Cong, Dat, et al.
Published: (2026)
by: Nguyen-Cong, Dat, et al.
Published: (2026)
In-context Language Learning for Endangered Languages in Speech Recognition
by: Li, Zhaolin, et al.
Published: (2025)
by: Li, Zhaolin, et al.
Published: (2025)
Multilingual Transfer and Domain Adaptation for Low-Resource Languages of Spain
by: Luo, Yuanchang, et al.
Published: (2024)
by: Luo, Yuanchang, et al.
Published: (2024)
Machine Translation Advancements of Low-Resource Indian Languages by Transfer Learning
by: Wei, Bin, et al.
Published: (2024)
by: Wei, Bin, et al.
Published: (2024)
Bridging the Reasoning Gap in Vietnamese with Small Language Models via Test-Time Scaling
by: Trung, Bui The, et al.
Published: (2026)
by: Trung, Bui The, et al.
Published: (2026)
Investigating the Transferability of Code Repair for Low-Resource Programming Languages
by: Wong, Kyle, et al.
Published: (2024)
by: Wong, Kyle, et al.
Published: (2024)
LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons
by: Yong, Zheng-Xin, et al.
Published: (2024)
by: Yong, Zheng-Xin, et al.
Published: (2024)
Few-Shot Cross-Lingual Transfer for Prompting Large Language Models in Low-Resource Languages
by: Toukmaji, Christopher
Published: (2024)
by: Toukmaji, Christopher
Published: (2024)
Transcending Language Boundaries: Harnessing LLMs for Low-Resource Language Translation
by: Shu, Peng, et al.
Published: (2024)
by: Shu, Peng, et al.
Published: (2024)
Bridging the Bosphorus: Advancing Turkish Large Language Models through Strategies for Low-Resource Language Adaptation and Benchmarking
by: Acikgoz, Emre Can, et al.
Published: (2024)
by: Acikgoz, Emre Can, et al.
Published: (2024)
Preserving Generalization of Language models in Few-shot Continual Relation Extraction
by: Tran, Quyen, et al.
Published: (2024)
by: Tran, Quyen, et al.
Published: (2024)
Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages
by: Su, Zeli, et al.
Published: (2025)
by: Su, Zeli, et al.
Published: (2025)
Dictionaries to the Rescue: Cross-Lingual Vocabulary Transfer for Low-Resource Languages Using Bilingual Dictionaries
by: Sakajo, Haruki, et al.
Published: (2025)
by: Sakajo, Haruki, et al.
Published: (2025)
Can Large Language Models Act as Symbolic Reasoners?
by: Sullivan, Rob, et al.
Published: (2024)
by: Sullivan, Rob, et al.
Published: (2024)
On Effects of Steering Latent Representation for Large Language Model Unlearning
by: Huu-Tien, Dang, et al.
Published: (2024)
by: Huu-Tien, Dang, et al.
Published: (2024)
SynDARin: Synthesising Datasets for Automated Reasoning in Low-Resource Languages
by: Ghazaryan, Gayane, et al.
Published: (2024)
by: Ghazaryan, Gayane, et al.
Published: (2024)
Transformers for Low-Resource Languages: Is Féidir Linn!
by: Lankford, Séamus, et al.
Published: (2024)
by: Lankford, Séamus, et al.
Published: (2024)
Rethinking what Matters: Effective and Robust Multilingual Realignment for Low-Resource Languages
by: Nguyen, Quang Phuoc, et al.
Published: (2025)
by: Nguyen, Quang Phuoc, et al.
Published: (2025)
Continual-learning for Modelling Low-Resource Languages from Large Language Models
by: K, Santosh Srinath, et al.
Published: (2026)
by: K, Santosh Srinath, et al.
Published: (2026)
Opportunities and Challenges of Large Language Models for Low-Resource Languages in Humanities Research
by: Zhong, Tianyang, et al.
Published: (2024)
by: Zhong, Tianyang, et al.
Published: (2024)
Reasoning Planning for Language Models
by: Nguyen, Bao, et al.
Published: (2025)
by: Nguyen, Bao, et al.
Published: (2025)
NOWJ@COLIEE 2025: A Multi-stage Framework Integrating Embedding Models and Large Language Models for Legal Retrieval and Entailment
by: Nguyen, Hoang-Trung, et al.
Published: (2025)
by: Nguyen, Hoang-Trung, et al.
Published: (2025)
LinguaLIFT: An Effective Two-stage Instruction Tuning Framework for Low-Resource Language Reasoning
by: Zhang, Hongbin, et al.
Published: (2024)
by: Zhang, Hongbin, et al.
Published: (2024)
LLM+AL: Bridging Large Language Models and Action Languages for Complex Reasoning about Actions
by: Ishay, Adam, et al.
Published: (2025)
by: Ishay, Adam, et al.
Published: (2025)
VLegal-Bench: Cognitively Grounded Benchmark for Vietnamese Legal Reasoning of Large Language Models
by: Dong, Nguyen Tien, et al.
Published: (2025)
by: Dong, Nguyen Tien, et al.
Published: (2025)
DSC2025 -- ViHallu Challenge: Detecting Hallucination in Vietnamese LLMs
by: Nguyen, Anh Thi-Hoang, et al.
Published: (2026)
by: Nguyen, Anh Thi-Hoang, et al.
Published: (2026)
Language Modeling and Understanding Through Paraphrase Generation and Detection
by: Wahle, Jan Philip
Published: (2026)
by: Wahle, Jan Philip
Published: (2026)
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts
by: Nguyen, Xuan-Phi, et al.
Published: (2023)
by: Nguyen, Xuan-Phi, et al.
Published: (2023)
Multimodal Large Language Models for Low-Resource Languages: A Case Study for Basque
by: Arana, Lukas, et al.
Published: (2025)
by: Arana, Lukas, et al.
Published: (2025)
SpeechLLM: Unified Speech and Language Model for Enhanced Multi-Task Understanding in Low Resource Settings
by: Yoo, Jaekwon, et al.
Published: (2025)
by: Yoo, Jaekwon, et al.
Published: (2025)
PromptBridge: Cross-Model Prompt Transfer for Large Language Models
by: Wang, Yaxuan, et al.
Published: (2025)
by: Wang, Yaxuan, et al.
Published: (2025)
Probing and Steering Evaluation Awareness of Language Models
by: Nguyen, Jord, et al.
Published: (2025)
by: Nguyen, Jord, et al.
Published: (2025)
Similar Items
-
UCCIX: Irish-eXcellence Large Language Model
by: Tran, Khanh-Tung, et al.
Published: (2024) -
IRLBench: A Multi-modal, Culturally Grounded, Parallel Irish-English Benchmark for Open-Ended LLM Reasoning Evaluation
by: Tran, Khanh-Tung, et al.
Published: (2025) -
Multi-Agent Collaboration Mechanisms: A Survey of LLMs
by: Tran, Khanh-Tung, et al.
Published: (2025) -
Cross-Lingual Transfer and Parameter-Efficient Adaptation in the Turkic Language Family: A Theoretical Framework for Low-Resource Language Models
by: Ibrahimzade, O., et al.
Published: (2026) -
Irish-BLiMP: A Linguistic Benchmark for Evaluating Human and Language Model Performance in a Low-Resource Setting
by: McGiff, Josh, et al.
Published: (2025)