António José Evaristo Farinhas

António Farinhas

Academic position:	PhD Student
Joining date:	01-02-2021
Roles in IT:	PhD Student
Thematic Line:	Information and Data Sciences
Group:	Pattern and Image Analysis – Lx

Email: Send Email
Address: IT – Lisboa
Instituto Superior Técnico - Torre Norte - Piso 10
Av. Rovisco Pais, 1
1049 - 001 Lisboa
Tel: +351 21 841 84 54
Fax: +351 21 841 84 72

http://www.cienciavitae.pt/681F-242D-0B60

By Authors
By Institutions

Scientific Achievements

Thesis Information

Quality-Aware Machine Translation, Instituto Superior Técnico, PhD Student, António José Evaristo Farinhas, Supervisor: A. Martins, fev-2021 - dez-2025

Publications

1Papers in Journals

M. Campos, A. F. Farinhas, C Zerva, M. A. T. Figueiredo, A. Martins, Conformal Prediction for Natural Language Processing: A Survey, Transactions of the Association for Computational Linguistics, Vol. 12, No., pp. 1497 - 1516, July, 2024,
| Abstract | BibTex

9Papers in Conferences

S. Santos, A. F. Farinhas, D. McNamee, A. Martins, Modern Hopfield Networks with Continuous-Time Memories, International Conference on Learning Representations ICLR, Singapore, Singapore, April, 2025,
| Abstract | BibTex
A. F. Farinhas, H. Li, A. Martins, Reranking Laws for Language Generation: A Communication-Theoretic Perspective, Conference on Neural Information Processing Systems NeurIPS, Vancouver, Canada, Vol., pp. -, December, 2024 | BibTex
G. Faria, S. A. Agrawal, A. F. Farinhas, R. Rei, J. G. de Souza, A. Martins, QUEST: Quality-Aware Metropolis-Hastings Sampling for Machine Translatio, Advances in Neural Information Processing Systems - NIPS, Vancouver, Canada, December, 2024 | Full text (PDF 3 MBs) | BibTex
S. A. Agrawal, A. F. Farinhas, R. Rei, A. Martins, Can Automatic Metrics Assess High-Quality Translations?, Empirical Methods in Language Processing - EMNLP, Miami, United States, November, 2024,
| Abstract | BibTex
J. Pombal, R. Rei, N. Guerreiro, J. Alves, P. H. Martins, P. Fernandes, HW Wu, T. Vaz, D. A. Alves, M. Farajian, S. A. Agrawal, A. F. Farinhas, J. G. de Souza, A. Martins, TOWER-V2: Unbabel-IST 2024 Submission for the General MT Shared Task, Empirical Methods in Language Processing - EMNLP, Miami, United States, November, 2024,
| Abstract | BibTex
S. A. Agrawal, J. G. de Souza, R. Rei, A. F. Farinhas, G. Faria, P. Fernandes, N. Guerreiro, A. Martins, Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation, Empirical Methods in Language Processing - EMNLP, Miami, United States, November, 2024 | BibTex
A. F. Farinhas, D. Ulmer, C Zerva, A. Martins, Non-Exchangeable Conformal Risk Control, International Conference on Learning Representations ICLR, Vienna, Austria, Vol., pp. -, May, 2024,
| Abstract | BibTex
A. F. Farinhas, J. G. de Souza, A. Martins, An Empirical Study of Translation Hypothesis Ensembling with Large Language Models, Empirical Methods in Language Processing - EMNLP, Singapore, Singapore, Vol., pp. -, December, 2023 | BibTex
A. F. Farinhas, W. Aziz, V. Niculae, A. Martins, Sparse Communication via Mixed Distributions, International Conference on Learning Representations ICLR, Conference online, April, 2022,
| Abstract | BibTex

Projects

Currently running projects1

Acronym	Name	Funding Agency	Start date	Ending date
UTTER	Unified Transcription and Translation for Extended Reality	EU	01-10-2022	30-09-2025

Closed Projects1

Acronym	Name	Funding Agency	Start date	Ending date
MAIA	Multilingual Virtual Agents for Customer Service	P2020	01-07-2020	01-07-2023

Related UN SDG

Activities from this researcher fall under the following United Nations Strategic Development Goals (SDGs):

IT Member Profile

António Farinhas

Scientific Achievements

Currently running projects1

Closed Projects1