Patrick Fernandes
22 papers · 2019–2025 · 8 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
🗺️ Taxonomy Completionist (48) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🏆
Keyword Champion
(5)
🤝
Dynamic Duo
(13)
🔬
Deep Specialist
(12)
⚡
Prolific Year · Productive
🔥
Unstoppable · Bronze
❓
The Questioner
(2)
💎
Century Club · Bronze
🗃️
Keyword Collector
(99)
Top co-authors
Research topics
Natural Language Processing
(16)
Machine Learning
(15)
Applications
(13)
Deep Learning
(11)
Artificial Intelligence
(10)
Core AI
(10)
Learning Types · Machine Learning
(8)
Optimization & Theory · Machine Learning
(7)
Resources & Methods
(7)
Application Areas
(4)
Learning Types · Deep Learning
(4)
Architectures
(3)
Optimization & Theory · Deep Learning
(3)
Techniques
(3)
Speech & Audio
(2)
Keywords
machine translation
(8)
large language model
(6)
minimum bayes risk
(5)
neural machine translation
(4)
speech translation
(3)
multilingual nlp
(3)
context-aware translation
(3)
knowledge distillation
(2)
simultaneous translation
(2)
minimum bayes risk decoding
(2)
quality-aware decoding
(2)
model scaling
(2)
multilingual translation
(2)
beam search
(2)
quality estimation
(2)
text generation
(2)
automatic speech recognition
(2)
text summarization
(2)
in-context learning
(2)
scaling law
(2)
Papers
Better Instruction-Following Through Minimum Bayes Risk
ICLR 2025
Formalizing Test-Time Compute for Function-Level Code Generation
IJCNLP 2025
Not-Just-Scaling Laws: Towards a Better Understanding of the Downstream Impact of Language Model Design Decisions
EMNLP 2025
CMU’s IWSLT 2024 Offline Speech Translation System: A Cascaded Approach For Long-Form Robustness
ACL 2024
CMU’s IWSLT 2024 Simultaneous Speech Translation System
ACL 2024
Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation
EMNLP 2024
Tower v2: Unbabel-IST 2024 Submission for the General MT Shared Task
EMNLP 2024
A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models
EACL 2023
Epsilon Sampling Rocks: Investigating Sampling Strategies for Minimum Bayes Risk Decoding for Machine Translation
EMNLP 2023
ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit
ACL 2023
Multi-Dimensional Evaluation of Text Summarization with In-Context Learning
ACL 2023
Scaling Laws for Multilingual Neural Machine Translation
ICML 2023
The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation
EMNLP 2023
When Does Translation Require Context? A Data-driven, Multilingual Exploration
ACL 2023
CMU’s IWSLT 2022 Dialect Speech Translation System
ACL 2022
Findings of the WMT 2022 Shared Task on Chat Translation
EMNLP 2022
Learning to Scaffold: Optimizing Model Explanations for Teaching
NeurIPS 2022
Predicting Attention Sparsity in Transformers
ACL 2022
Quality-Aware Decoding for Neural Machine Translation
NAACL 2022
Do Context-Aware Translation Models Pay the Right Attention?
ACL 2021
Measuring and Increasing Context Usage in Context-Aware Machine Translation
ACL 2021
Structured Neural Summarization
ICLR 2019