TopXGen: Topic-Diverse Parallel Data Generation for Low-Resource Machine Translation
Fuente:
arXiv
Saved in:
| Main Authors: | Zebaze, Armel, Sagot, Benoît, Bawden, Rachel |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation
by: Zebaze, Armel, et al.
Published: (2024)
by: Zebaze, Armel, et al.
Published: (2024)
Compositional Translation: A Novel LLM-based Approach for Low-resource Machine Translation
by: Zebaze, Armel, et al.
Published: (2025)
by: Zebaze, Armel, et al.
Published: (2025)
LLM Reasoning for Machine Translation: Synthetic Data Generation over Thinking Tokens
by: Zebaze, Armel, et al.
Published: (2025)
by: Zebaze, Armel, et al.
Published: (2025)
Tree of Problems: Improving structured problem solving with compositionality
by: Zebaze, Armel, et al.
Published: (2024)
by: Zebaze, Armel, et al.
Published: (2024)
Disentangling meaning from language in LLM-based machine translation
by: Lasnier, Théo, et al.
Published: (2026)
by: Lasnier, Théo, et al.
Published: (2026)
Explicit Learning and the LLM in Machine Translation
by: Marmonier, Malik, et al.
Published: (2025)
by: Marmonier, Malik, et al.
Published: (2025)
Testing the Deliteralization Hypothesis in Human and Machine Translation
by: Marmonier, Malik, et al.
Published: (2026)
by: Marmonier, Malik, et al.
Published: (2026)
Hindsight Quality Prediction Experiments in Multi-Candidate Human-Post-Edited Machine Translation
by: Marmonier, Malik, et al.
Published: (2026)
by: Marmonier, Malik, et al.
Published: (2026)
Towards Zero-Shot Multimodal Machine Translation
by: Futeral, Matthieu, et al.
Published: (2024)
by: Futeral, Matthieu, et al.
Published: (2024)
Making Sentence Embeddings Robust to User-Generated Content
by: Nishimwe, Lydia, et al.
Published: (2024)
by: Nishimwe, Lydia, et al.
Published: (2024)
mOSCAR: A Large-scale Multilingual and Multimodal Document-level Corpus
by: Futeral, Matthieu, et al.
Published: (2024)
by: Futeral, Matthieu, et al.
Published: (2024)
A French Version of the OLDI Seed Corpus
by: Marmonier, Malik, et al.
Published: (2025)
by: Marmonier, Malik, et al.
Published: (2025)
When your Cousin has the Right Connections: Unsupervised Bilingual Lexicon Induction for Related Data-Imbalanced Languages
by: Bafna, Niyati, et al.
Published: (2023)
by: Bafna, Niyati, et al.
Published: (2023)
Investigating Length Issues in Document-level Machine Translation
by: Peng, Ziqian, et al.
Published: (2024)
by: Peng, Ziqian, et al.
Published: (2024)
Gaperon: A Peppered English-French Generative Language Model Suite
by: Godey, Nathan, et al.
Published: (2025)
by: Godey, Nathan, et al.
Published: (2025)
Pretraining Strategies using Monolingual and Parallel Data for Low-Resource Machine Translation
by: Nguefack, Idriss Nguepi, et al.
Published: (2025)
by: Nguefack, Idriss Nguepi, et al.
Published: (2025)
Can Character-based Language Models Improve Downstream Task Performance in Low-Resource and Noisy Language Scenarios?
by: Riabi, Arij, et al.
Published: (2021)
by: Riabi, Arij, et al.
Published: (2021)
Generative-Adversarial Networks for Low-Resource Language Data Augmentation in Machine Translation
by: Zeng, Linda
Published: (2024)
by: Zeng, Linda
Published: (2024)
ModernBERT or DeBERTaV3? Examining Architecture and Data Influence on Transformer Encoder Models Performance
by: Antoun, Wissam, et al.
Published: (2025)
by: Antoun, Wissam, et al.
Published: (2025)
From Text to Source: Results in Detecting Large Language Model-Generated Content
by: Antoun, Wissam, et al.
Published: (2023)
by: Antoun, Wissam, et al.
Published: (2023)
Compensating for Data with Reasoning: Low-Resource Machine Translation with LLMs
by: Frontull, Samuel, et al.
Published: (2025)
by: Frontull, Samuel, et al.
Published: (2025)
Pointer-Generator Networks for Low-Resource Machine Translation: Don't Copy That!
by: Bafna, Niyati, et al.
Published: (2024)
by: Bafna, Niyati, et al.
Published: (2024)
Dialectal and Low-Resource Machine Translation for Aromanian
by: Jerpelea, Alexandru-Iulius, et al.
Published: (2024)
by: Jerpelea, Alexandru-Iulius, et al.
Published: (2024)
Open Language Data Initiative: Advancing Low-Resource Machine Translation for Karakalpak
by: Mamasaidov, Mukhammadsaid, et al.
Published: (2024)
by: Mamasaidov, Mukhammadsaid, et al.
Published: (2024)
ACADATA: Parallel Dataset of Academic Data for Machine Translation
by: Lacunza, Iñaki, et al.
Published: (2025)
by: Lacunza, Iñaki, et al.
Published: (2025)
Quality or Quantity? On Data Scale and Diversity in Adapting Large Language Models for Low-Resource Translation
by: Iyer, Vivek, et al.
Published: (2024)
by: Iyer, Vivek, et al.
Published: (2024)
BigO(Bench) -- Can LLMs Generate Code with Controlled Time and Space Complexity?
by: Chambon, Pierre, et al.
Published: (2025)
by: Chambon, Pierre, et al.
Published: (2025)
Top-down string-to-dependency Neural Machine Translation
by: Kondo, Shuhei, et al.
Published: (2026)
by: Kondo, Shuhei, et al.
Published: (2026)
BhashaSetu: A Data-Centric Approach to Low-Resource Machine Translation
by: Thakkar, Param, et al.
Published: (2026)
by: Thakkar, Param, et al.
Published: (2026)
LLM-Assisted Rule Based Machine Translation for Low/No-Resource Languages
by: Coleman, Jared, et al.
Published: (2024)
by: Coleman, Jared, et al.
Published: (2024)
TopicVD: A Topic-Based Dataset of Video-Guided Multimodal Machine Translation for Documentaries
by: Lv, Jinze, et al.
Published: (2025)
by: Lv, Jinze, et al.
Published: (2025)
Anisotropy Is Inherent to Self-Attention in Transformers
by: Godey, Nathan, et al.
Published: (2024)
by: Godey, Nathan, et al.
Published: (2024)
Why do small language models underperform? Studying Language Model Saturation via the Softmax Bottleneck
by: Godey, Nathan, et al.
Published: (2024)
by: Godey, Nathan, et al.
Published: (2024)
Preliminary Ranking of WMT25 General Machine Translation Systems
by: Kocmi, Tom, et al.
Published: (2025)
by: Kocmi, Tom, et al.
Published: (2025)
Neural Machine Translation for Coptic-French: Strategies for Low-Resource Ancient Languages
by: Chaoui, Nasma, et al.
Published: (2025)
by: Chaoui, Nasma, et al.
Published: (2025)
Is Small Language Model the Silver Bullet to Low-Resource Languages Machine Translation?
by: Song, Yewei, et al.
Published: (2025)
by: Song, Yewei, et al.
Published: (2025)
Misgendering and Assuming Gender in Machine Translation when Working with Low-Resource Languages
by: Ghosh, Sourojit, et al.
Published: (2024)
by: Ghosh, Sourojit, et al.
Published: (2024)
Translation or Recitation? Calibrating Evaluation Scores for Machine Translation of Extremely Low-Resource Languages
by: Chen, Danlu, et al.
Published: (2026)
by: Chen, Danlu, et al.
Published: (2026)
KréyoLID From Language Identification Towards Language Mining
by: Dent, Rasul, et al.
Published: (2025)
by: Dent, Rasul, et al.
Published: (2025)
How Should We Model the Probability of a Language?
by: Dent, Rasul, et al.
Published: (2026)
by: Dent, Rasul, et al.
Published: (2026)
Similar Items
-
In-Context Example Selection via Similarity Search Improves Low-Resource Machine Translation
by: Zebaze, Armel, et al.
Published: (2024) -
Compositional Translation: A Novel LLM-based Approach for Low-resource Machine Translation
by: Zebaze, Armel, et al.
Published: (2025) -
LLM Reasoning for Machine Translation: Synthetic Data Generation over Thinking Tokens
by: Zebaze, Armel, et al.
Published: (2025) -
Tree of Problems: Improving structured problem solving with compositionality
by: Zebaze, Armel, et al.
Published: (2024) -
Disentangling meaning from language in LLM-based machine translation
by: Lasnier, Théo, et al.
Published: (2026)