← Authors

Patrick Fernandes

25 papers · 2019–2025 · 9 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (6) πŸ—ΊοΈ Taxonomy Completionist (55) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8) 🀝 Dynamic Duo (15) πŸ”¬ Deep Specialist (12) πŸ† Keyword Champion (5) πŸ“ˆ Trend Setter ⚑ Prolific Year (5) πŸ—ƒοΈ Keyword Collector (97) ❓ The Questioner (3) πŸ”₯ Unstoppable (5) πŸ’Ž Century Club (24)

Conferences

ACL (9) EMNLP (6) IJCNLP (3) ICLR (2) AACL (1) EACL (1) ICML (1) NAACL (1) NIPS (1)

Top co-authors

Graham Neubig (15) Andre Martins (9) AndrΓ© F. T. Martins (5) Kayo Yin (5) Brian Yan (4) JosΓ© G. C. de Souza (4) Shinji Watanabe (4) Ricardo Rei (3) Danish Pruthi (3) Markus Freitag (3)

Keywords

machine translation (8) minimum bayes risk (5) large language model (5) neural machine translation (5) context-aware translation (4) speech translation (3) multilingual nlp (3) guided attention (2) multilingual translation (2) knowledge distillation (2) model scaling (2) scaling law (2) quality-aware decoding (2) automatic speech recognition (2) document-level translation (2) text generation (2) in-context learning (2) code generation (2) quality estimation (2) program synthesis (2)

Papers

Not-Just-Scaling Laws: Towards a Better Understanding of the Downstream Impact of Language Model Design Decisions EMNLP 2025
Formalizing Test-Time Compute for Function-Level Code Generation AACL 2025
Formalizing Test-Time Compute for Function-Level Code Generation IJCNLP 2025
Better Instruction-Following Through Minimum Bayes Risk ICLR 2025
Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation EMNLP 2024
CMU’s IWSLT 2024 Offline Speech Translation System: A Cascaded Approach For Long-Form Robustness ACL 2024
Tower v2: Unbabel-IST 2024 Submission for the General MT Shared Task EMNLP 2024
CMU’s IWSLT 2024 Simultaneous Speech Translation System ACL 2024
Epsilon Sampling Rocks: Investigating Sampling Strategies for Minimum Bayes Risk Decoding for Machine Translation EMNLP 2023
When Does Translation Require Context? A Data-driven, Multilingual Exploration ACL 2023
ESPnet-ST-v2: Multipurpose Spoken Language Translation Toolkit ACL 2023
Multi-Dimensional Evaluation of Text Summarization with In-Context Learning ACL 2023
A Multi-dimensional Evaluation of Tokenizer-free Multilingual Pretrained Models EACL 2023
The Devil Is in the Errors: Leveraging Large Language Models for Fine-grained Machine Translation Evaluation EMNLP 2023
Scaling Laws for Multilingual Neural Machine Translation ICML 2023
Findings of the WMT 2022 Shared Task on Chat Translation EMNLP 2022
Predicting Attention Sparsity in Transformers ACL 2022
CMU’s IWSLT 2022 Dialect Speech Translation System ACL 2022
Quality-Aware Decoding for Neural Machine Translation NAACL 2022
Learning to Scaffold: Optimizing Model Explanations for Teaching NIPS 2022
Do Context-Aware Translation Models Pay the Right Attention? IJCNLP 2021
Measuring and Increasing Context Usage in Context-Aware Machine Translation IJCNLP 2021
Measuring and Increasing Context Usage in Context-Aware Machine Translation ACL 2021
Do Context-Aware Translation Models Pay the Right Attention? ACL 2021
Structured Neural Summarization ICLR 2019