António Farinhas
13 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (13)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
⚡
Prolific Year
(6)
🗃️
Keyword Collector
(53)
❓
The Questioner
💎
Century Club
(13)
Conferences
EMNLP (5)
NIPS (3)
ICLR (2)
ICML (1)
JMLR (1)
NAACL (1)
Top co-authors
Keywords
machine translation
(7)
text generation
(3)
quality estimation
(3)
quality-aware decoding
(3)
large language model
(3)
attention mechanism
(2)
exponential family
(2)
translation quality
(2)
beam search
(2)
automatic metric
(2)
minimum bayes risk
(2)
exponential families
(1)
neural machine translation
(1)
gibbs distribution
(1)
sparse distribution
(1)
multilingual translation
(1)
preference learning
(1)
markov chain monte carlo
(1)
computational efficiency
(1)
sparse attention
(1)
Papers
Translate Smart, not Hard: Cascaded Translation Systems with Quality-Aware Deferral
EMNLP 2025
$∞$-Video: A Training-Free Approach to Long Video Understanding via Continuous-Time Memory Consolidation
ICML 2025
Can Automatic Metrics Assess High-Quality Translations?
EMNLP 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
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation
NIPS 2024
Reranking Laws for Language Generation: A Communication-Theoretic Perspective
NIPS 2024
Non-Exchangeable Conformal Risk Control
ICLR 2024
An Empirical Study of Translation Hypothesis Ensembling with Large Language Models
EMNLP 2023
Quality-Aware Decoding for Neural Machine Translation
NAACL 2022
Sparse Communication via Mixed Distributions
ICLR 2022
Sparse Continuous Distributions and Fenchel-Young Losses
JMLR 2022
Sparse and Continuous Attention Mechanisms
NIPS 2020