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1604.02201
Cited By
Transfer Learning for Low-Resource Neural Machine Translation
8 April 2016
Barret Zoph
Deniz Yuret
Jonathan May
Kevin Knight
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Papers citing
"Transfer Learning for Low-Resource Neural Machine Translation"
50 / 327 papers shown
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Zero-Shot Performance Prediction for Probabilistic Scaling Laws
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Do LLMs Align with My Task? Evaluating Text-to-SQL via Dataset Alignment
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165
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Low-Resource English-Tigrinya MT: Leveraging Multilingual Models, Custom Tokenizers, and Clean Evaluation Benchmarks
Hailay Teklehaymanot
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160
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24 Sep 2025
The Role of Vocabularies in Learning Sparse Representations for Ranking
Hiun Kim
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Taeryun Won
231
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20 Sep 2025
How do datasets, developers, and models affect biases in a low-resourced language?
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244
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07 Jun 2025
Limited-Resource Adapters Are Regularizers, Not Linguists
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
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Ernests Lavrinovics
E. Djeride Jean-Baptiste
Mary Dabre
Johannes Bjerva
Heather Lent
240
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30 May 2025
Scaling Low-Resource MT via Synthetic Data Generation with LLMs
Ona de Gibert
Joseph Attieh
Teemu Vahtola
Mikko Aulamo
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Ananda Sreenidhi
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SyDa
422
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20 May 2025
Low-Resource Neural Machine Translation Using Recurrent Neural Networks and Transfer Learning: A Case Study on English-to-Igbo
Ocheme Anthony Ekle
Biswarup Das
224
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24 Apr 2025
Bridging the Linguistic Divide: A Survey on Leveraging Large Language Models for Machine Translation
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178
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Siyang Song
Sandro Gabriele Tiddia
272
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0
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Scalable Fine-tuning from Multiple Data Sources: A First-Order Approximation Approach
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
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Ziniu Zhang
Lu Wang
Hongyang R. Zhang
420
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LangSAMP: Language-Script Aware Multilingual Pretraining
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Haotian Ye
Chunlan Ma
Mingyang Wang
Hinrich Schütze
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662
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26 Sep 2024
Proof of Thought : Neurosymbolic Program Synthesis allows Robust and Interpretable Reasoning
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Srinivasan Iyengar
Vipin Chaudhary
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244
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Shaping the Future of Endangered and Low-Resource Languages -- Our Role in the Age of LLMs: A Keynote at ECIR 2024
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Generative-Adversarial Networks for Low-Resource Language Data Augmentation in Machine Translation
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Linda Zeng
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184
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24 Aug 2024
Accelerating Full Waveform Inversion By Transfer Learning
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L. Herrmann
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FairFlow: An Automated Approach to Model-based Counterfactual Data Augmentation For NLP
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230
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Rule-Based, Neural and LLM Back-Translation: Comparative Insights from a Variant of Ladin
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Georg Moser
304
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Recent Advancements and Challenges of Turkic Central Asian Language Processing
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358
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Toucan: Many-to-Many Translation for 150 African Language Pairs
AbdelRahim Elmadany
Ife Adebara
Muhammad Abdul-Mageed
319
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XferBench: a Data-Driven Benchmark for Emergent Language
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David R. Mortensen
243
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ProxyLM: Predicting Language Model Performance on Multilingual Tasks via Proxy Models
David Anugraha
Genta Indra Winata
Chenyue Li
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422
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13 Jun 2024
Semi-Supervised Spoken Language Glossification
Huijie Yao
Wengang Zhou
Hao Zhou
Houqiang Li
230
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12 Jun 2024
"I Searched for a Religious Song in Amharic and Got Sexual Content Instead": Investigating Online Harm in Low-Resourced Languages on YouTube
H. Nigatu
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185
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26 May 2024
(Perhaps) Beyond Human Translation: Harnessing Multi-Agent Collaboration for Translating Ultra-Long Literary Texts
Minghao Wu
Jiahao Xu
Yulin Yuan
Gholamreza Haffari
Longyue Wang
Weihua Luo
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LLMAG
760
53
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20 May 2024
TransMI: A Framework to Create Strong Baselines from Multilingual Pretrained Language Models for Transliterated Data
International Conference on Computational Linguistics (COLING), 2024
Yihong Liu
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312
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16 May 2024
TIPAA-SSL: Text Independent Phone-to-Audio Alignment based on Self-Supervised Learning and Knowledge Transfer
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272
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Select and Reorder: A Novel Approach for Neural Sign Language Production
Harry Walsh
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246
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Investigating Neural Machine Translation for Low-Resource Languages: Using Bavarian as a Case Study
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290
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A Tulu Resource for Machine Translation
Manu Narayanan
Noemi Aepli
265
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Improving Low-Resource Knowledge Tracing Tasks by Supervised Pre-training and Importance Mechanism Fine-tuning
Hengyuan Zhang
Zitao Liu
Shuyan Huang
Chenming Shang
Bojun Zhan
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428
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11 Mar 2024
adaptNMT: an open-source, language-agnostic development environment for Neural Machine Translation
Séamus Lankford
Haithem Afli
Andy Way
340
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04 Mar 2024
UMBCLU at SemEval-2024 Task 1A and 1C: Semantic Textual Relatedness with and without machine translation
Ali Naseh
Sai Vallurupalli
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283
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20 Feb 2024
Aya Dataset: An Open-Access Collection for Multilingual Instruction Tuning
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Shivalika Singh
Freddie Vargus
Daniel D'souza
Börje F. Karlsson
Abinaya Mahendiran
...
Max Bartolo
Julia Kreutzer
Ahmet Üstün
Marzieh Fadaee
Sara Hooker
445
195
0
09 Feb 2024
Disentangling the Roles of Target-Side Transfer and Regularization in Multilingual Machine Translation
Yan Meng
Christof Monz
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283
2
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01 Feb 2024
POMP: Probability-driven Meta-graph Prompter for LLMs in Low-resource Unsupervised Neural Machine Translation
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Shilong Pan
Zhiliang Tian
Liang Ding
Zhen Huang
Zhihua Wen
Dongsheng Li
327
4
0
11 Jan 2024
Low-Resource Vision Challenges for Foundation Models
Computer Vision and Pattern Recognition (CVPR), 2024
Yunhua Zhang
Hazel Doughty
Cees G. M. Snoek
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358
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Order Matters in the Presence of Dataset Imbalance for Multilingual Learning
Dami Choi
Derrick Xin
Hamid Dadkhahi
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Orhan Firat
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Andrew M. Dai
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398
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NLEBench+NorGLM: A Comprehensive Empirical Analysis and Benchmark Dataset for Generative Language Models in Norwegian
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Peng Liu
Lemei Zhang
Terje Nissen Farup
Even W. Lauvrak
Jon Espen Ingvaldsen
Simen Eide
J. Gulla
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273
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Machine Translation for Geéz Language
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253
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Aligning Neural Machine Translation Models: Human Feedback in Training and Inference
European Association for Machine Translation Conferences/Workshops (EAMT), 2023
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325
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Foundation Model's Embedded Representations May Detect Distribution Shift
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Adam Tsou
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261
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CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation
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Qian Chen
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470
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Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation in Neural Machine Translation
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
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Mingchen Li
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346
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The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants
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315
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26 Jun 2023
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