Jiaming Luo
12 papers · 2019–2026 · 5 venues · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🌍 Conference Polyglot · Silver 👥 Mega-Team · Squad
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Keyword Collector
(56)
❓
The Questioner
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Natural Language Processing
(9)
Machine Learning
(7)
Applications
(7)
Artificial Intelligence
(6)
Core AI
(5)
Learning Types · Machine Learning
(5)
Application Areas
(4)
Resources & Methods
(4)
Generation
(2)
Data Science & Analytics
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Keywords
machine translation
(6)
low-resource language
(3)
large language model
(3)
text generation
(2)
distribution shift
(2)
in-context learning
(2)
multilingual model
(2)
multilingual nlp
(1)
language modeling
(1)
domain adaptation
(1)
response generation
(1)
historical linguistics
(1)
multilingual text
(1)
knowledge distillation
(1)
language model
(1)
prompt engineering
(1)
model inference
(1)
out-of-distribution detection
(1)
multi-turn interaction
(1)
model robustness
(1)
Papers
How Good is Your Wikipedia? Auditing Data Quality for Low-resource and Multilingual NLP
ACL 2026
A Diverse and Effective Retrieval-Based Debt Collection System with Expert Knowledge
NAACL 2025
Alligators All Around: Mitigating Lexical Confusion in Low-resource Machine Translation
NAACL 2025
Learning from others’ mistakes: Finetuning machine translation models with span-level error annotations
ICML 2025
Leveraging Domain Knowledge at Inference Time for LLM Translation: Retrieval versus Generation
NAACL 2025
Overestimation in LLM Evaluation: A Controlled Large-Scale Study on Data Contamination’s Impact on Machine Translation
ICML 2025
SMOL: Professionally Translated Parallel Data for 115 Under-represented Languages
EMNLP 2025
Translating Step-by-Step: Decomposing the Translation Process for Improved Translation Quality of Long-Form Texts
EMNLP 2024
Improving the Robustness of Summarization Models by Detecting and Removing Input Noise
EMNLP 2023
Out-of-Distribution Detection and Selective Generation for Conditional Language Models
ICLR 2023
Prompting PaLM for Translation: Assessing Strategies and Performance
ACL 2023
Neural Decipherment via Minimum-Cost Flow: From Ugaritic to Linear B
ACL 2019