Catarina G Belém (Preferred)
Catarina Belém
Catarina Belem
Catarina G Belem
Catarina G Belém
PhD student, Department of Computer Science, University of California, Irvine
Joined
September 2021
Names
,
,
,
Emails
****@gmail.com (Confirmed)
****@uci.edu (Confirmed)
****@tecnico.ulisboa.pt (Confirmed)
****@megagon.ai
****@capitalone.com
Personal Links
Career & Education History
PhD student
Department of Computer Science, University of California, Irvine (uci.edu)
2021 – Present
Intern
Research, Megagon Labs (megagon.ai)
2024 – 2024
Researcher
FATE, Feedzai (feedzai.com)
2019 – 2021
MS student
Department of Computer Science, Instituto Superior Técnico (tecnico.ulisboa.pt)
2016 – 2019
Advisors, Relations & Conflicts
Expertise
LM Control
, LM Steering
, LM Alignment
2025 – Present
Hallucination
, Factuality
, Faithfulness
2024 – Present
Linguistic Uncertainty
2023 – Present
Uncertainty Quantification
, Uncertainty Estimation
2023 – Present
Decoding algorithms
, Constrained Decoding
, LM Control
2023 – Present
Natural Language Processing
2021 – Present
Calibration in NLP
2021 – Present
Large Language Models
2021 – Present
Confidence
, Uncertainty
, LLMs
2021 – Present
Model Evaluation
2019 – Present
Machine Learning
2017 – Present
Fairness in NLP
2022 – 2024
NLP Ethics
2022 – 2024
Responsible AI
2019 – 2022
Algorithmic Fairness
2019 – 2022
Explainable AI
2019 – 2021
Multi-Objective Optimization
2017 – 2019
Publications
Co-Authors
- Aakriti Kumar
- Alfy Samuel
- André Cruz
- André Ferreira Cruz
- Anoop Kumar
- Carlos Soares
- Chenyang Zhu
- Daben Liu
- Duygu Nur Yaldiz
- Heliodoro Tejeda Lemus
- João Bento
- João Bravo
- João Gama
- Kareem Ahmed
- Lukas William Mayer
- Mark Steyvers
- Padhraic Smyth
- Pedro Bizarro
- Pedro Saleiro
- Preethi Seshadri
- Rachel Longjohn
- Saatvik Kher
- Sai Praneeth Karimireddy
- Salman Avestimehr
- Sameer Singh