Publications

You can also find my articles on my Semantic Scholar or Google Scholar profile.

• Multilingual Word Embeddings for Low-Resource Languages using Anchors and a Chain of Related Languages.
  Hangya V., Severini S., Ralev R., Fraser A., Schütze H.
  MRL@EMNLP, 2023.
  [Paper] [Repo]
• Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages.
  Imani A., Lin P., Kargaran A.H., Severini S., Sabet M.J., Kassner N., Ma C., Schmid H., Martins A.F., Yvon F., Schütze H.
  ACL, 2023.
  [Paper] [Repo] [Models]
• Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging.
  Imani A.*, Severini S.*, Sabet M.J., Yvon F., Schütze H.
  EMNLP, 2022.
  [Paper] [Repo]
• SilverAlign: MT-Based Silver Data Algorithm For Evaluating Word Alignment.
  Köksal A., Severini S., Schütze H.
  arXiv preprint arXiv:2210.06207, 2022.
  [Paper] [Repo]
• Towards a Broad Coverage Named Entity Resource: A Data-Efficient Approach for Many Diverse Languages.
  Severini S., Imani A., Dufter P., Schütze H.
  LREC, 2022.
  [Paper] [Slides] [Dataset]
• Don't Forget Cheap Training Signals Before Building Unsupervised Bilingual Word Embeddings.
  Severini S., Hangya V., Sabet M.J., Fraser A., Schütze H.
  BUCC@LREC, 2022.
  [Paper] [Slides] [Resource]
• CodeTrans: Towards Cracking the Language of Silicone's Code Through Self-Supervised Deep Learning and High Performance Computing.
  Elnaggar A, Ding W, Jones L, Gibbs T, Feher T, Angerer C, Severini S, Matthes F, Rost B.
  arXiv preprint arXiv:2104.02443 , 2021.
  [Paper] [Repo]
• Combining Word Embeddings with Bilingual Orthography Embeddings for Bilingual Dictionary Induction.
  Severini S., Hangya V., Fraser A., Schütze H.
  COLING, 2020.
  [Paper] [Poster]
• LMU Bilingual Dictionary Induction System with Word Surface Similarity Scores for BUCC 2020.
  Severini S.*, Hangya V.*, Fraser A., Schütze H.
  BUCC@LREC, 2020.
  [Paper]
• A Comparative Study of Models for Answer Sentence Selection.
  Rossetto F.*, Gravina A.*, Severini S.*, Attardi A.*.
  CLiC-it, 2019.
  [Paper]
• Cross Attention for Selection-based Question Answering.
  Gravina A.*, Rossetto F.*, Severini S.*, Attardi G.
  NL4AI@AI*IA, 2018.
  [Paper]