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IT Member Profile

... António José Evaristo Farinhas

PhD Student

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

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

Scientific Achievements

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
8Papers in Conferences
  • 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

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
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