publications

For the complete list of publications, check my Google Scholar or Semantic Scholar profile.

2024

  1. Don’t Rank, Combine! Combining Machine Translation Hypotheses Using Quality Estimation
    Giorgos Vernikos, and Andrei Popescu-Belis
    In Arxiv, 2024
  2. EACL

    🎤 Oral

    Small Language Models Improve Giants by Rewriting Their Outputs
    In EACL, 2024

2023

  1. EAMT
    Assessing the Importance of Frequency versus Compositionality for Subword-based Tokenization in NMT
    B. Wolleb, R. Silvestri, G. VernikosL. Dolamic, and A. Popescu-Belis
    In EAMT, 2023
  2. SIGHUM

    🎤 Oral

    GPoeT: a Language Model Trained for Rhyme Generation on Synthetic Data
    A. Popescu-BelisA.R. Atrio, B. Bernath, E. Boisson, T. Ferrari, X. Theimer-lienhard, and G. Vernikos
    In SIGHUM, 2023

2022

  1. WMT

    🎤 Oral

    Embarrassingly Easy Document-Level MT Metrics: How to Convert Any Pretrained Metric Into a Document-Level Metric
    G. VernikosB. ThompsonP. Mathur, and M. Federico
    In WMT, 2022

2021

  1. EMNLP
    Subword Mapping and Anchoring across Languages
    G. Vernikos, and A. Popescu-Belis
    In EMNLP (Findings), 2021
  2. EMNLP

    🎤 Oral

    Active Learning by Acquiring Contrastive Examples
    K. MargatinaG. VernikosL. Barrault, and N. Aletras
    In EMNLP, 2021
  3. WMT
    The IICT-Yverdon System for the WMT 2021 Unsupervised MT and Very Low Resource Supervised MT Task
    A.R. Atrio, G. Luthier, A. Fahy, G. VernikosA. Popescu-Belis, and L. Dolamic
    In WMT, 2021

2020

  1. EMNLP
    Domain Adversarial Fine-Tuning as an Effective Regularizer
    In EMNLP (Findings), 2020