My publications, most recent first. See also my Google Scholar profile.

2026

LELA: an LLM-based Entity Linking Approach with Zero-Shot Domain Adaptation
Samy Haffoudhi, Fabian M. Suchanek, Nils Holzenberger
International Semantic Web Conference (ISWC), Bari, Italy, 2026
paper · code

@inproceedings{haffoudhi2026lela,
  title     = {{LELA}: an {LLM}-based Entity Linking Approach with Zero-Shot Domain Adaptation},
  author    = {Haffoudhi, Samy and Suchanek, Fabian M. and Holzenberger, Nils},
  booktitle = {The Semantic Web -- ISWC 2026: 25th International Semantic Web Conference,
               Bari, Italy, October 25--29, 2026, Proceedings},
  series    = {Lecture Notes in Computer Science},
  publisher = {Springer},
  address   = {Cham},
  year      = {2026},
  url       = {https://arxiv.org/abs/2601.05192}
}

LELA: An End-to-end LLM-based Entity Linking Framework with Zero-shot Domain Adaptation
Samy Haffoudhi, Nikola Dobričić, Fabian M. Suchanek, Nils Holzenberger
35th International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2026), Demonstrations Track, Bremen, Germany
paper · demo · code

@inproceedings{haffoudhi2026lelademo,
  title     = {{LELA}: An End-to-end {LLM}-based Entity Linking Framework with Zero-shot Domain Adaptation},
  author    = {Haffoudhi, Samy and Dobri{\v{c}}i{\'{c}}, Nikola and Suchanek, Fabian M. and Holzenberger, Nils},
  booktitle = {Proceedings of the Thirty-Fifth International Joint Conference on
               Artificial Intelligence, {IJCAI-ECAI} 2026},
  publisher = {International Joint Conferences on Artificial Intelligence Organization},
  note      = {Demonstrations Track},
  year      = {2026},
  month     = {8},
  url       = {https://arxiv.org/abs/2605.26956}
}

Preprints

Retrieval-Constrained Decoding Reveals Underestimated Parametric Knowledge in Language Models
Rajaa El Hamdani, Samy Haffoudhi, Nils Holzenberger, Fabian M. Suchanek, Thomas Bonald, Fragkiskos D. Malliaros
arXiv:2509.23417, 2025
preprint · code

@misc{elhamdani2025rcd,
  title         = {Retrieval-Constrained Decoding Reveals Underestimated Parametric Knowledge in Language Models},
  author        = {El Hamdani, Rajaa and Haffoudhi, Samy and Holzenberger, Nils and Suchanek, Fabian M. and Bonald, Thomas and Malliaros, Fragkiskos D.},
  year          = {2025},
  eprint        = {2509.23417},
  archivePrefix = {arXiv},
  primaryClass  = {cs.CL},
  url           = {https://arxiv.org/abs/2509.23417}
}