José G. C. de Souza
27 papers · 2014–2024 · 7 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+10 more ↓ Show less ↑
🏃 Academic Marathon (10) 🌍 Conference Polyglot (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (13)
🐝
Cross-Pollinator
(13)
🌈
Renaissance Researcher
(5)
🗺️
Taxonomy Completionist
(44)
🏆
Keyword Champion
(4)
🔬
Deep Specialist
(17)
🤝
Dynamic Duo
(13)
💎
Century Club
(27)
🗃️
Keyword Collector
(82)
⚡
Prolific Year
(7)
❓
The Questioner
Conferences
EMNLP (15)
ACL (4)
NAACL (3)
COLING (2)
IJCNLP (1)
NIPS (1)
SEMEVAL (1)
Top co-authors
Keywords
machine translation
(15)
quality estimation
(10)
neural machine translation
(5)
multidimensional quality metrics
(4)
large language model
(4)
sentence-level prediction
(4)
word-level prediction
(4)
multilingual model
(3)
chat translation
(3)
quality-aware decoding
(3)
direct assessment
(3)
text generation
(2)
bilingual conversation
(2)
translation quality
(2)
beam search
(2)
machine translation evaluation
(2)
minimum bayes risk
(2)
preference learning
(1)
multilingual translation
(1)
metropolis-hastings sampling
(1)
Papers
Findings of the WMT 2024 Shared Task on Chat Translation
EMNLP 2024
Findings of the Quality Estimation Shared Task at WMT 2024: Are LLMs Closing the Gap in QE?
EMNLP 2024
Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation
EMNLP 2024
QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translation
NIPS 2024
Tower v2: Unbabel-IST 2024 Submission for the General MT Shared Task
EMNLP 2024
An Empirical Study of Translation Hypothesis Ensembling with Large Language Models
EMNLP 2023
Findings of the WMT 2023 Shared Task on Quality Estimation
EMNLP 2023
Scaling up CometKiwi: Unbabel-IST 2023 Submission for the Quality Estimation Shared Task
EMNLP 2023
Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning
EMNLP 2023
Unbabel-IST at the WMT Chat Translation Shared Task
EMNLP 2022
Findings of the WMT 2022 Shared Task on Quality Estimation
EMNLP 2022
Robust MT Evaluation with Sentence-level Multilingual Augmentation
EMNLP 2022
COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task
EMNLP 2022
CometKiwi: IST-Unbabel 2022 Submission for the Quality Estimation Shared Task
EMNLP 2022
Findings of the WMT 2022 Shared Task on Chat Translation
EMNLP 2022
Quality-Aware Decoding for Neural Machine Translation
NAACL 2022
IST-Unbabel 2021 Submission for the Quality Estimation Shared Task
EMNLP 2021
Quality Estimation for Automatically Generated Titles of eCommerce Browse Pages
NAACL 2018
TMop: a Tool for Unsupervised Translation Memory Cleaning
ACL 2016
TranscRater: a Tool for Automatic Speech Recognition Quality Estimation
ACL 2016
FBK HLT-MT at SemEval-2016 Task 1: Cross-lingual Semantic Similarity Measurement Using Quality Estimation Features and Compositional Bilingual Word Embeddings
SEMEVAL 2016
Multitask Learning for Adaptive Quality Estimation of Automatically Transcribed Utterances
NAACL 2015
Online Multitask Learning for Machine Translation Quality Estimation
ACL 2015
Online Multitask Learning for Machine Translation Quality Estimation
IJCNLP 2015
Adaptive Quality Estimation for Machine Translation
ACL 2014
Machine Translation Quality Estimation Across Domains
COLING 2014
Quality Estimation for Automatic Speech Recognition
COLING 2014