Nature-Inspired Machine Learning (NIMI)
PhD Supervisor
Nature-Inspired Machine Learning (NIMI)
Principal Scientist, Amazon AGI (Artificial General Intelligence)
Honorary Professor at TU Dresden
Member of InfAI
2024
Lehmann, Jens; Meloni, Antonello; Motta, Enrico; Osborne, Francesco; Recupero, Diego Reforgiato; Salatino, Angelo Antonio; Vahdati, Sahar
Large Language Models for Scientific Question Answering: An Extensive Analysis of the SciQA Benchmark Proceedings Article
In: Meroño-Peñuela, Albert; Dimou, Anastasia; Troncy, Raphaël; Hartig, Olaf; Acosta, Maribel; Alam, Mehwish; Paulheim, Heiko; Lisena, Pasquale (Ed.): The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26-30, 2024, Proceedings, Part I, pp. 199–217, Springer, 2024.
BibTeX | Links:
@inproceedings{DBLP:conf/esws/LehmannMMORSV24,
title = {Large Language Models for Scientific Question Answering: An Extensive
Analysis of the SciQA Benchmark},
author = {Jens Lehmann and Antonello Meloni and Enrico Motta and Francesco Osborne and Diego Reforgiato Recupero and Angelo Antonio Salatino and Sahar Vahdati},
editor = {Albert Meroño-Peñuela and Anastasia Dimou and Raphaël Troncy and Olaf Hartig and Maribel Acosta and Mehwish Alam and Heiko Paulheim and Pasquale Lisena},
url = {https://doi.org/10.1007/978-3-031-60626-7_11},
doi = {10.1007/978-3-031-60626-7_11},
year = {2024},
date = {2024-01-01},
booktitle = {The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos,
Crete, Greece, May 26-30, 2024, Proceedings, Part I},
volume = {14664},
pages = {199–217},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Amouzouvi, Kossi; Vahdati, Sahar; Song, Bowen; Bainson, Bernard O.; Nishat, Nur A. Zarin; Lehmann, Jens
A Study of LFT Embeddings in the Second Order Clifford Algebra Cl(R(^2),º) Journal Article
In: IEEE Access, vol. 12, pp. 187741–187755, 2024.
BibTeX | Links:
@article{DBLP:journals/access/AmouzouviVSBNL24,
title = {A Study of LFT Embeddings in the Second Order Clifford Algebra Cl(R(^2),º)},
author = {Kossi Amouzouvi and Sahar Vahdati and Bowen Song and Bernard O. Bainson and Nur A. Zarin Nishat and Jens Lehmann},
url = {https://doi.org/10.1109/ACCESS.2024.3514303},
doi = {10.1109/ACCESS.2024.3514303},
year = {2024},
date = {2024-01-01},
journal = {IEEE Access},
volume = {12},
pages = {187741–187755},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2023
Mohiuddin, Karishma; Alam, Mirza Ariful; Alam, Mirza Mohtashim; Welke, Pascal; Martin, Michael; Lehmann, Jens; Vahdati, Sahar
Retention is All You Need Proceedings Article
In: Frommholz, Ingo; Hopfgartner, Frank; Lee, Mark; Oakes, Michael; Lalmas, Mounia; Zhang, Min; Santos, Rodrygo L. T. (Ed.): Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023, pp. 4752–4758, ACM, 2023.
BibTeX | Links:
@inproceedings{DBLP:conf/cikm/MohiuddinAAW00V23,
title = {Retention is All You Need},
author = {Karishma Mohiuddin and Mirza Ariful Alam and Mirza Mohtashim Alam and Pascal Welke and Michael Martin and Jens Lehmann and Sahar Vahdati},
editor = {Ingo Frommholz and Frank Hopfgartner and Mark Lee and Michael Oakes and Mounia Lalmas and Min Zhang and Rodrygo L. T. Santos},
url = {https://doi.org/10.1145/3583780.3615497},
doi = {10.1145/3583780.3615497},
year = {2023},
date = {2023-01-01},
booktitle = {Proceedings of the 32nd ACM International Conference on Information
and Knowledge Management, CIKM 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {4752–4758},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Song, Bowen; Xu, Chengjin; Amouzouvi, Kossi; Wang, Maocai; Lehmann, Jens; Vahdati, Sahar
Distinct Geometrical Representations for Temporal and Relational Structures in Knowledge Graphs Proceedings Article
In: Koutra, Danai; Plant, Claudia; Rodriguez, Manuel Gomez; Baralis, Elena; Bonchi, Francesco (Ed.): Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part III, pp. 601–616, Springer, 2023.
BibTeX | Links:
@inproceedings{DBLP:conf/pkdd/SongXAWLV23,
title = {Distinct Geometrical Representations for Temporal and Relational Structures
in Knowledge Graphs},
author = {Bowen Song and Chengjin Xu and Kossi Amouzouvi and Maocai Wang and Jens Lehmann and Sahar Vahdati},
editor = {Danai Koutra and Claudia Plant and Manuel Gomez Rodriguez and Elena Baralis and Francesco Bonchi},
url = {https://doi.org/10.1007/978-3-031-43418-1_36},
doi = {10.1007/978-3-031-43418-1_36},
year = {2023},
date = {2023-01-01},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, ECML PKDD 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part III},
volume = {14171},
pages = {601–616},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Mohiuddin, Karishma; Alam, Mirza Ariful; Alam, Mirza Mohtashim; Welke, Pascal; Martin, Michael; Lehmann, Jens; Vahdati, Sahar
Retention Is All You Need Journal Article
In: CoRR, vol. abs/2304.03103, 2023.
BibTeX | Links:
@article{DBLP:journals/corr/abs-2304-03103,
title = {Retention Is All You Need},
author = {Karishma Mohiuddin and Mirza Ariful Alam and Mirza Mohtashim Alam and Pascal Welke and Michael Martin and Jens Lehmann and Sahar Vahdati},
url = {https://doi.org/10.48550/arXiv.2304.03103},
doi = {10.48550/ARXIV.2304.03103},
year = {2023},
date = {2023-01-01},
journal = {CoRR},
volume = {abs/2304.03103},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Prof. Dr. Jens Lehmann
PhD Supervisor
Nature-Inspired Machine Learning (NIMI)
Principal Scientist, Amazon AGI (Artificial General Intelligence)
Honorary Professor at TU Dresden
Member of InfAI
2024
Lehmann, Jens; Meloni, Antonello; Motta, Enrico; Osborne, Francesco; Recupero, Diego Reforgiato; Salatino, Angelo Antonio; Vahdati, Sahar
Large Language Models for Scientific Question Answering: An Extensive Analysis of the SciQA Benchmark Proceedings Article
In: Meroño-Peñuela, Albert; Dimou, Anastasia; Troncy, Raphaël; Hartig, Olaf; Acosta, Maribel; Alam, Mehwish; Paulheim, Heiko; Lisena, Pasquale (Ed.): The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26-30, 2024, Proceedings, Part I, pp. 199–217, Springer, 2024.
BibTeX | Links:
@inproceedings{DBLP:conf/esws/LehmannMMORSV24,
title = {Large Language Models for Scientific Question Answering: An Extensive
Analysis of the SciQA Benchmark},
author = {Jens Lehmann and Antonello Meloni and Enrico Motta and Francesco Osborne and Diego Reforgiato Recupero and Angelo Antonio Salatino and Sahar Vahdati},
editor = {Albert Meroño-Peñuela and Anastasia Dimou and Raphaël Troncy and Olaf Hartig and Maribel Acosta and Mehwish Alam and Heiko Paulheim and Pasquale Lisena},
url = {https://doi.org/10.1007/978-3-031-60626-7_11},
doi = {10.1007/978-3-031-60626-7_11},
year = {2024},
date = {2024-01-01},
booktitle = {The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos,
Crete, Greece, May 26-30, 2024, Proceedings, Part I},
volume = {14664},
pages = {199–217},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Amouzouvi, Kossi; Vahdati, Sahar; Song, Bowen; Bainson, Bernard O.; Nishat, Nur A. Zarin; Lehmann, Jens
A Study of LFT Embeddings in the Second Order Clifford Algebra Cl(R(^2),º) Journal Article
In: IEEE Access, vol. 12, pp. 187741–187755, 2024.
BibTeX | Links:
@article{DBLP:journals/access/AmouzouviVSBNL24,
title = {A Study of LFT Embeddings in the Second Order Clifford Algebra Cl(R(^2),º)},
author = {Kossi Amouzouvi and Sahar Vahdati and Bowen Song and Bernard O. Bainson and Nur A. Zarin Nishat and Jens Lehmann},
url = {https://doi.org/10.1109/ACCESS.2024.3514303},
doi = {10.1109/ACCESS.2024.3514303},
year = {2024},
date = {2024-01-01},
journal = {IEEE Access},
volume = {12},
pages = {187741–187755},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2023
Mohiuddin, Karishma; Alam, Mirza Ariful; Alam, Mirza Mohtashim; Welke, Pascal; Martin, Michael; Lehmann, Jens; Vahdati, Sahar
Retention is All You Need Proceedings Article
In: Frommholz, Ingo; Hopfgartner, Frank; Lee, Mark; Oakes, Michael; Lalmas, Mounia; Zhang, Min; Santos, Rodrygo L. T. (Ed.): Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023, pp. 4752–4758, ACM, 2023.
BibTeX | Links:
@inproceedings{DBLP:conf/cikm/MohiuddinAAW00V23,
title = {Retention is All You Need},
author = {Karishma Mohiuddin and Mirza Ariful Alam and Mirza Mohtashim Alam and Pascal Welke and Michael Martin and Jens Lehmann and Sahar Vahdati},
editor = {Ingo Frommholz and Frank Hopfgartner and Mark Lee and Michael Oakes and Mounia Lalmas and Min Zhang and Rodrygo L. T. Santos},
url = {https://doi.org/10.1145/3583780.3615497},
doi = {10.1145/3583780.3615497},
year = {2023},
date = {2023-01-01},
booktitle = {Proceedings of the 32nd ACM International Conference on Information
and Knowledge Management, CIKM 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {4752–4758},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Song, Bowen; Xu, Chengjin; Amouzouvi, Kossi; Wang, Maocai; Lehmann, Jens; Vahdati, Sahar
Distinct Geometrical Representations for Temporal and Relational Structures in Knowledge Graphs Proceedings Article
In: Koutra, Danai; Plant, Claudia; Rodriguez, Manuel Gomez; Baralis, Elena; Bonchi, Francesco (Ed.): Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part III, pp. 601–616, Springer, 2023.
BibTeX | Links:
@inproceedings{DBLP:conf/pkdd/SongXAWLV23,
title = {Distinct Geometrical Representations for Temporal and Relational Structures
in Knowledge Graphs},
author = {Bowen Song and Chengjin Xu and Kossi Amouzouvi and Maocai Wang and Jens Lehmann and Sahar Vahdati},
editor = {Danai Koutra and Claudia Plant and Manuel Gomez Rodriguez and Elena Baralis and Francesco Bonchi},
url = {https://doi.org/10.1007/978-3-031-43418-1_36},
doi = {10.1007/978-3-031-43418-1_36},
year = {2023},
date = {2023-01-01},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, ECML PKDD 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part III},
volume = {14171},
pages = {601–616},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Mohiuddin, Karishma; Alam, Mirza Ariful; Alam, Mirza Mohtashim; Welke, Pascal; Martin, Michael; Lehmann, Jens; Vahdati, Sahar
Retention Is All You Need Journal Article
In: CoRR, vol. abs/2304.03103, 2023.
BibTeX | Links:
@article{DBLP:journals/corr/abs-2304-03103,
title = {Retention Is All You Need},
author = {Karishma Mohiuddin and Mirza Ariful Alam and Mirza Mohtashim Alam and Pascal Welke and Michael Martin and Jens Lehmann and Sahar Vahdati},
url = {https://doi.org/10.48550/arXiv.2304.03103},
doi = {10.48550/ARXIV.2304.03103},
year = {2023},
date = {2023-01-01},
journal = {CoRR},
volume = {abs/2304.03103},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
Publications
PhD Supervisor
Nature-Inspired Machine Learning (NIMI)
Principal Scientist, Amazon AGI (Artificial General Intelligence)
Honorary Professor at TU Dresden
Member of InfAI
2024
Lehmann, Jens; Meloni, Antonello; Motta, Enrico; Osborne, Francesco; Recupero, Diego Reforgiato; Salatino, Angelo Antonio; Vahdati, Sahar
Large Language Models for Scientific Question Answering: An Extensive Analysis of the SciQA Benchmark Proceedings Article
In: Meroño-Peñuela, Albert; Dimou, Anastasia; Troncy, Raphaël; Hartig, Olaf; Acosta, Maribel; Alam, Mehwish; Paulheim, Heiko; Lisena, Pasquale (Ed.): The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26-30, 2024, Proceedings, Part I, pp. 199–217, Springer, 2024.
BibTeX | Links:
@inproceedings{DBLP:conf/esws/LehmannMMORSV24,
title = {Large Language Models for Scientific Question Answering: An Extensive
Analysis of the SciQA Benchmark},
author = {Jens Lehmann and Antonello Meloni and Enrico Motta and Francesco Osborne and Diego Reforgiato Recupero and Angelo Antonio Salatino and Sahar Vahdati},
editor = {Albert Meroño-Peñuela and Anastasia Dimou and Raphaël Troncy and Olaf Hartig and Maribel Acosta and Mehwish Alam and Heiko Paulheim and Pasquale Lisena},
url = {https://doi.org/10.1007/978-3-031-60626-7_11},
doi = {10.1007/978-3-031-60626-7_11},
year = {2024},
date = {2024-01-01},
booktitle = {The Semantic Web - 21st International Conference, ESWC 2024, Hersonissos,
Crete, Greece, May 26-30, 2024, Proceedings, Part I},
volume = {14664},
pages = {199–217},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Amouzouvi, Kossi; Vahdati, Sahar; Song, Bowen; Bainson, Bernard O.; Nishat, Nur A. Zarin; Lehmann, Jens
A Study of LFT Embeddings in the Second Order Clifford Algebra Cl(R(^2),º) Journal Article
In: IEEE Access, vol. 12, pp. 187741–187755, 2024.
BibTeX | Links:
@article{DBLP:journals/access/AmouzouviVSBNL24,
title = {A Study of LFT Embeddings in the Second Order Clifford Algebra Cl(R(^2),º)},
author = {Kossi Amouzouvi and Sahar Vahdati and Bowen Song and Bernard O. Bainson and Nur A. Zarin Nishat and Jens Lehmann},
url = {https://doi.org/10.1109/ACCESS.2024.3514303},
doi = {10.1109/ACCESS.2024.3514303},
year = {2024},
date = {2024-01-01},
journal = {IEEE Access},
volume = {12},
pages = {187741–187755},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2023
Mohiuddin, Karishma; Alam, Mirza Ariful; Alam, Mirza Mohtashim; Welke, Pascal; Martin, Michael; Lehmann, Jens; Vahdati, Sahar
Retention is All You Need Proceedings Article
In: Frommholz, Ingo; Hopfgartner, Frank; Lee, Mark; Oakes, Michael; Lalmas, Mounia; Zhang, Min; Santos, Rodrygo L. T. (Ed.): Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023, pp. 4752–4758, ACM, 2023.
BibTeX | Links:
@inproceedings{DBLP:conf/cikm/MohiuddinAAW00V23,
title = {Retention is All You Need},
author = {Karishma Mohiuddin and Mirza Ariful Alam and Mirza Mohtashim Alam and Pascal Welke and Michael Martin and Jens Lehmann and Sahar Vahdati},
editor = {Ingo Frommholz and Frank Hopfgartner and Mark Lee and Michael Oakes and Mounia Lalmas and Min Zhang and Rodrygo L. T. Santos},
url = {https://doi.org/10.1145/3583780.3615497},
doi = {10.1145/3583780.3615497},
year = {2023},
date = {2023-01-01},
booktitle = {Proceedings of the 32nd ACM International Conference on Information
and Knowledge Management, CIKM 2023, Birmingham, United Kingdom,
October 21-25, 2023},
pages = {4752–4758},
publisher = {ACM},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Song, Bowen; Xu, Chengjin; Amouzouvi, Kossi; Wang, Maocai; Lehmann, Jens; Vahdati, Sahar
Distinct Geometrical Representations for Temporal and Relational Structures in Knowledge Graphs Proceedings Article
In: Koutra, Danai; Plant, Claudia; Rodriguez, Manuel Gomez; Baralis, Elena; Bonchi, Francesco (Ed.): Machine Learning and Knowledge Discovery in Databases: Research Track - European Conference, ECML PKDD 2023, Turin, Italy, September 18-22, 2023, Proceedings, Part III, pp. 601–616, Springer, 2023.
BibTeX | Links:
@inproceedings{DBLP:conf/pkdd/SongXAWLV23,
title = {Distinct Geometrical Representations for Temporal and Relational Structures
in Knowledge Graphs},
author = {Bowen Song and Chengjin Xu and Kossi Amouzouvi and Maocai Wang and Jens Lehmann and Sahar Vahdati},
editor = {Danai Koutra and Claudia Plant and Manuel Gomez Rodriguez and Elena Baralis and Francesco Bonchi},
url = {https://doi.org/10.1007/978-3-031-43418-1_36},
doi = {10.1007/978-3-031-43418-1_36},
year = {2023},
date = {2023-01-01},
booktitle = {Machine Learning and Knowledge Discovery in Databases: Research Track
- European Conference, ECML PKDD 2023, Turin, Italy, September
18-22, 2023, Proceedings, Part III},
volume = {14171},
pages = {601–616},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Mohiuddin, Karishma; Alam, Mirza Ariful; Alam, Mirza Mohtashim; Welke, Pascal; Martin, Michael; Lehmann, Jens; Vahdati, Sahar
Retention Is All You Need Journal Article
In: CoRR, vol. abs/2304.03103, 2023.
BibTeX | Links:
@article{DBLP:journals/corr/abs-2304-03103,
title = {Retention Is All You Need},
author = {Karishma Mohiuddin and Mirza Ariful Alam and Mirza Mohtashim Alam and Pascal Welke and Michael Martin and Jens Lehmann and Sahar Vahdati},
url = {https://doi.org/10.48550/arXiv.2304.03103},
doi = {10.48550/ARXIV.2304.03103},
year = {2023},
date = {2023-01-01},
journal = {CoRR},
volume = {abs/2304.03103},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
