Publications

• Glot500: Scaling Multilingual Corpora and Language Models to 500 Languages.
  Ayyoob Imani, Peiqin Lin, Amir Hossein Kargaran, Silvia Severini, Masoud Jalili Sabet, Nora Kassner, Chunlan Ma, Helmut Schmid, André FT Martins, François Yvon, Hinrich Schütze
  [Paper] [code]
• RET-LLM: Towards a General Read-Write Memory for Large Language Models
  Ali Modarressi*, Ayyoob Imani*, Mohsen Fayyaz, Hinrich Schütze
  [Paper]
• A Dataset for Multilingual Text Classification in 1500 Languages.
  Chunlan Ma, Ayyoob Imani, Haotian Ye, Ehsaneddin Asgari, Hinrich Schütze
  [Paper] [code]
• Graph-Based Multilingual Label Propagation for Low-Resource Part-of-Speech Tagging.
  Ayyoob Imani*, Silvia Severini*, Masoud Jalili Sabet, François Yvon, Hinrich Schütze.
  EMNLP, 2022.
  [Paper] [Repo]
• Λ-DARTS: Mitigating Performance Collapse by Harmonizing Operation Selection among Cells.
  Sajad Movahedi, Melika Adabinejad, Ayyoob Imani, Arezou Keshavarz, Mostafa Dehghani, Azadeh Shakery, Babak N Araabi
  ICLR 2023.
  [Paper] [Repo]
• Graph neural networks for multiparallel word alignment.
  Ayyoob Imani, Lütfi Kerem Şenel, Masoud Jalili Sabet, François Yvon, Hinrich Schütze
  Findings of Association for Computational Linguistics (ACL) 2022
  [Paper] [Repo]
• Towards a broad coverage named entity resource: A data-efficient approach for many diverse languages.
  Silvia Severini, Ayyoob Imani, Philipp Dufter, Hinrich Schütze
  LREC 2022
  [Paper] [Resource]
• Graph algorithms for multiparallel word alignment.
  Ayyoob Imani, Masoud Jalili Sabet, Lütfi Kerem Şenel, Philipp Dufter, François Yvon, Hinrich Schütze
  EMNLP 2021
  [Paper] [Repo]
• ParCourE: A Parallel Corpus Explorer for a Massively Multilingual Corpus.
  Ayyoob Imani, Masoud Jalili Sabet, Philipp Dufter, Michael Cysou, Hinrich Schütze
  ACL 2021
  [Paper] [Repo] [Website]
• An Axiomatic Study of Query Terms Order in Ad-hoc Retrieval.
  Ayyoob Imani, Amir Vakili, Ali Montazer, Azadeh Shakery
  ECIR 2019
  [Paper]
• Deep Neural Networks for Query Expansion using Word Embeddings.
  Ayyoob Imani, Amir Vakili, Ali Montazer, Azadeh Shakery
  ECIR 2019
  [Paper]
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