Context Volume Drives Performance: Tackling Domain Shift in Extremely Low-Resource Translation via RAG
Fuente:
arXiv
Guardado en:
| Autores principales: | Setiawan, David Samuel, Merx, Raphaël, Lau, Jey Han |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
OpenWHO: A Document-Level Parallel Corpus for Health Translation in Low-Resource Languages
por: Merx, Raphaël, et al.
Publicado: (2025)
por: Merx, Raphaël, et al.
Publicado: (2025)
Low-resource Machine Translation: what for? who for? An observational study on a dedicated Tetun language translation service
por: Merx, Raphael, et al.
Publicado: (2024)
por: Merx, Raphael, et al.
Publicado: (2024)
Predicting Sentence Acceptability Judgments in Multimodal Contexts
por: Jang, Hyewon, et al.
Publicado: (2026)
por: Jang, Hyewon, et al.
Publicado: (2026)
CMA-R:Causal Mediation Analysis for Explaining Rumour Detection
por: Tian, Lin, et al.
Publicado: (2024)
por: Tian, Lin, et al.
Publicado: (2024)
Evaluating Evidence Attribution in Generated Fact Checking Explanations
por: Xing, Rui, et al.
Publicado: (2024)
por: Xing, Rui, et al.
Publicado: (2024)
Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation
por: Gao, Shengxiang, et al.
Publicado: (2025)
por: Gao, Shengxiang, et al.
Publicado: (2025)
A Sentiment Consolidation Framework for Meta-Review Generation
por: Li, Miao, et al.
Publicado: (2024)
por: Li, Miao, et al.
Publicado: (2024)
Inclusion-of-Thoughts: Mitigating Preference Instability via Purifying the Decision Space
por: Madani, Mohammad Reza Ghasemi, et al.
Publicado: (2026)
por: Madani, Mohammad Reza Ghasemi, et al.
Publicado: (2026)
Generating bilingual example sentences with large language models as lexicography assistants
por: Merx, Raphael, et al.
Publicado: (2024)
por: Merx, Raphael, et al.
Publicado: (2024)
COMMUNITYNOTES: A Dataset for Exploring the Helpfulness of Fact-Checking Explanations
por: Xing, Rui, et al.
Publicado: (2025)
por: Xing, Rui, et al.
Publicado: (2025)
Tackling the Inherent Difficulty of Noise Filtering in RAG
por: Liu, Jingyu, et al.
Publicado: (2026)
por: Liu, Jingyu, et al.
Publicado: (2026)
LLMs Are Few-Shot In-Context Low-Resource Language Learners
por: Cahyawijaya, Samuel, et al.
Publicado: (2024)
por: Cahyawijaya, Samuel, et al.
Publicado: (2024)
Less Is More: Elevating RAG via Performance-Driven Context Compression
por: Cui, Ziqiang, et al.
Publicado: (2025)
por: Cui, Ziqiang, et al.
Publicado: (2025)
TravelBench : Exploring LLM Performance in Low-Resource Domains
por: Billa, Srinivas, et al.
Publicado: (2025)
por: Billa, Srinivas, et al.
Publicado: (2025)
Less Context, Same Performance: A RAG Framework for Resource-Efficient LLM-Based Clinical NLP
por: Cheetirala, Satya Narayana, et al.
Publicado: (2025)
por: Cheetirala, Satya Narayana, et al.
Publicado: (2025)
Domain-Specific Quality Estimation for Machine Translation in Low-Resource Scenarios
por: Gurav, Namrata Patil, et al.
Publicado: (2026)
por: Gurav, Namrata Patil, et al.
Publicado: (2026)
Improving Low-Resource Machine Translation via Round-Trip Reinforcement Learning
por: Attia, Ahmed, et al.
Publicado: (2026)
por: Attia, Ahmed, et al.
Publicado: (2026)
FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation
por: Otmakhova, Yulia, et al.
Publicado: (2025)
por: Otmakhova, Yulia, et al.
Publicado: (2025)
xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token
por: Cheng, Xin, et al.
Publicado: (2024)
por: Cheng, Xin, et al.
Publicado: (2024)
Exploring Performance Variations in Finetuned Translators of Ultra-Low Resource Languages: Do Linguistic Differences Matter?
por: Gonçalves, Isabel, et al.
Publicado: (2025)
por: Gonçalves, Isabel, et al.
Publicado: (2025)
Magnifier Prompt: Tackling Multimodal Hallucination via Extremely Simple Instructions
por: Fu, Yuhan, et al.
Publicado: (2024)
por: Fu, Yuhan, et al.
Publicado: (2024)
Multilingual Encoder Knows more than You Realize: Shared Weights Pretraining for Extremely Low-Resource Languages
por: Su, Zeli, et al.
Publicado: (2025)
por: Su, Zeli, et al.
Publicado: (2025)
BERTs are Generative In-Context Learners
por: Samuel, David
Publicado: (2024)
por: Samuel, David
Publicado: (2024)
Hit-RAG: Learning to Reason with Long Contexts via Preference Alignment
por: Liu, Junming, et al.
Publicado: (2026)
por: Liu, Junming, et al.
Publicado: (2026)
Fine-Tuning LLMs for Low-Resource Dialect Translation: The Case of Lebanese
por: Yakhni, Silvana, et al.
Publicado: (2025)
por: Yakhni, Silvana, et al.
Publicado: (2025)
The Effectiveness of Morphology-aware Segmentation in Low-Resource Neural Machine Translation
por: Sälevä, Jonne, et al.
Publicado: (2021)
por: Sälevä, Jonne, et al.
Publicado: (2021)
From LLM to NMT: Advancing Low-Resource Machine Translation with Claude
por: Enis, Maxim, et al.
Publicado: (2024)
por: Enis, Maxim, et al.
Publicado: (2024)
Transcending Language Boundaries: Harnessing LLMs for Low-Resource Language Translation
por: Shu, Peng, et al.
Publicado: (2024)
por: Shu, Peng, et al.
Publicado: (2024)
Machine Translation Advancements of Low-Resource Indian Languages by Transfer Learning
por: Wei, Bin, et al.
Publicado: (2024)
por: Wei, Bin, et al.
Publicado: (2024)
LLMs for Translation: Historical, Low-Resourced Languages and Contemporary AI Models
por: Tekgurler, Merve
Publicado: (2025)
por: Tekgurler, Merve
Publicado: (2025)
Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAG
por: Jin, Bowen, et al.
Publicado: (2024)
por: Jin, Bowen, et al.
Publicado: (2024)
An Analytical Emotion Framework of Rumour Threads on Social Media
por: Xing, Rui, et al.
Publicado: (2025)
por: Xing, Rui, et al.
Publicado: (2025)
Multilingual Transfer and Domain Adaptation for Low-Resource Languages of Spain
por: Luo, Yuanchang, et al.
Publicado: (2024)
por: Luo, Yuanchang, et al.
Publicado: (2024)
FB-RAG: Improving RAG with Forward and Backward Lookup
por: Chawla, Kushal, et al.
Publicado: (2025)
por: Chawla, Kushal, et al.
Publicado: (2025)
Quality-Aware Translation Tagging in Multilingual RAG system
por: Moon, Hoyeon, et al.
Publicado: (2025)
por: Moon, Hoyeon, et al.
Publicado: (2025)
Quantum-RAG and PunGPT2: Advancing Low-Resource Language Generation and Retrieval for the Punjabi Language
por: Singh, Jaskaranjeet, et al.
Publicado: (2025)
por: Singh, Jaskaranjeet, et al.
Publicado: (2025)
Can Linguistically Related Languages Guide LLM Translation in Low-Resource Settings?
por: Ramasethu, Aishwarya, et al.
Publicado: (2026)
por: Ramasethu, Aishwarya, et al.
Publicado: (2026)
Enhancing RAG Efficiency with Adaptive Context Compression
por: Guo, Shuyu, et al.
Publicado: (2025)
por: Guo, Shuyu, et al.
Publicado: (2025)
RAG Makes Guardrails Unsafe? Investigating Robustness of Guardrails under RAG-style Contexts
por: She, Yining, et al.
Publicado: (2025)
por: She, Yining, et al.
Publicado: (2025)
Reinforcement Learning for Optimizing RAG for Domain Chatbots
por: Kulkarni, Mandar, et al.
Publicado: (2024)
por: Kulkarni, Mandar, et al.
Publicado: (2024)
Ejemplares similares
-
OpenWHO: A Document-Level Parallel Corpus for Health Translation in Low-Resource Languages
por: Merx, Raphaël, et al.
Publicado: (2025) -
Low-resource Machine Translation: what for? who for? An observational study on a dedicated Tetun language translation service
por: Merx, Raphael, et al.
Publicado: (2024) -
Predicting Sentence Acceptability Judgments in Multimodal Contexts
por: Jang, Hyewon, et al.
Publicado: (2026) -
CMA-R:Causal Mediation Analysis for Explaining Rumour Detection
por: Tian, Lin, et al.
Publicado: (2024) -
Evaluating Evidence Attribution in Generated Fact Checking Explanations
por: Xing, Rui, et al.
Publicado: (2024)