Publications

(see below for books)

All our publications are on HAL.

2026

Conference Articles

It’s All About the Confidence: An Unsupervised Approach for Multilingual Historical Entity Linking using Large Language Models
Cristian Santini, Marieke Erp, Mehwish Alam
The Proceedings of 19th Conference of the European Chapter of the Association for Computational Linguistics, Rabat (MOROCCO), Morocco, 2026.

@inproceedings{santini:hal-05440300,
  title = {{It's All About the Confidence: An Unsupervised Approach for Multilingual Historical Entity Linking using Large Language Models}},
  author = {Santini, Cristian and van Erp, Marieke and Alam, Mehwish},
  url = {https://hal.science/hal-05440300},
  booktitle = {{The Proceedings of 19th Conference of the European Chapter of the Association for Computational Linguistics}},
  address = {Rabat (MOROCCO), Morocco},
  year = {2026},
  month = mar,
  keywords = {Multilingual Entity Linking ; Knowledge Graphs ; Large Language Model},
  pdf = {https://hal.science/hal-05440300v1/file/main.pdf},
  hal_id = {hal-05440300},
  hal_version = {v1}
}

Unpublished

A Survey on Verifying Reasoning Chains Generated by Large Language Models
Bérénice Jaulmes, Jean-Christophe Arouete, Mariam Barry, Mehwish Alam
2026. working pape....

@unpublished{jaulmes:hal-05448955,
  title = {{A Survey on Verifying Reasoning Chains Generated by Large Language Models}},
  author = {Jaulmes, B{\'e}r{\'e}nice and Arouete, Jean-Christophe and Barry, Mariam and Alam, Mehwish},
  url = {https://hal.science/hal-05448955},
  note = {working paper or preprint},
  year = {2026},
  month = jan,
  keywords = {Large language models ; Chain of Thought Verification ; Chain of Thought},
  pdf = {https://hal.science/hal-05448955v1/file/sample-manuscript.pdf},
  hal_id = {hal-05448955},
  hal_version = {v1}
}

LELA: an LLM-based Entity Linking Approach with Zero-Shot Domain Adaptation
Samy Haffoudhi, Fabian M Suchanek, Nils Holzenberger
2026. working pape....

@unpublished{haffoudhi:hal-05445830,
  title = {{LELA: an LLM-based Entity Linking Approach with Zero-Shot Domain Adaptation}},
  author = {Haffoudhi, Samy and Suchanek, Fabian M and Holzenberger, Nils},
  url = {https://hal.science/hal-05445830},
  note = {working paper or preprint},
  year = {2026},
  month = jan,
  keywords = {Entity linking ; Large language Models ; Zero-shot Learning},
  pdf = {https://hal.science/hal-05445830v1/file/LELA__preprint_.pdf},
  hal_id = {hal-05445830},
  hal_version = {v1}
}

2025

Journal Articles

Approximating Queries on Probabilistic Graphs
Antoine Amarilli, Timothy Bremen, Octave Gaspard, Kuldeep S. Meel
Logical Methods in Computer Science, 2025. 29 pages. Ex....

@article{amarilli:hal-04871474,
  title = {{Approximating Queries on Probabilistic Graphs}},
  author = {Amarilli, Antoine and van Bremen, Timothy and Gaspard, Octave and Meel, Kuldeep S.},
  url = {https://hal.science/hal-04871474},
  note = {29 pages. Extended version of the ICDT'24 article},
  journal = {{Logical Methods in Computer Science}},
  publisher = {{Logical Methods in Computer Science Association}},
  volume = {21},
  number = {4},
  year = {2025},
  month = dec,
  doi = {10.46298/lmcs-21(4:30)2025},
  keywords = {Queries on Probabilistic Graphs},
  hal_id = {hal-04871474},
  hal_version = {v1}
}

A quantitative approach to the GDPR’s anonymisation and “appropriate technical and organisational measures” tests
Nils Holzenberger, Winston Maxwell
Computer Law & Security Review, 2025.

@article{holzenberger:hal-05368761,
  title = {{A quantitative approach to the GDPR's anonymisation and ``appropriate technical and organisational measures'' tests}},
  author = {Holzenberger, Nils and Maxwell, Winston},
  url = {https://hal.science/hal-05368761},
  journal = {{Computer Law \& Security Review}},
  publisher = {{Elsevier}},
  volume = {59},
  pages = {106173-1:106173-13},
  year = {2025},
  month = sep,
  doi = {10.1016/j.clsr.2025.106173},
  keywords = {Differential privacy ; European General Data Protection Regulation ; Privacy-enhancing technology ; Anonymisation ; Pseudonymisation ; Personal data ; Machine learning},
  pdf = {https://hal.science/hal-05368761v1/file/1-s2.0-S2212473X2500046X-main.pdf},
  hal_id = {hal-05368761},
  hal_version = {v1}
}

Towards semantically enriched embeddings for knowledge graph completion
Mehwish Alam, Frank Harmelen, Maribel Acosta
Neurosymbolic Artificial Intelligence, 2025.

@article{alam:hal-05113305,
  title = {{Towards semantically enriched embeddings for knowledge graph completion}},
  author = {Alam, Mehwish and van Harmelen, Frank and Acosta, Maribel},
  url = {https://hal.science/hal-05113305},
  journal = {{Neurosymbolic Artificial Intelligence}},
  volume = {1},
  pages = {1-16},
  year = {2025},
  month = mar,
  doi = {10.3233/NAI-240731},
  keywords = {Knowledge Graph Embeddings ; Semantics in Knowledge Graph Embeddings ; Large Language Models},
  pdf = {https://hal.science/hal-05113305v1/file/nai_template.pdf},
  hal_id = {hal-05113305},
  hal_version = {v1}
}

Why honor heroes? The emergence of extreme altruistic behavior as a by-product of praisers’ self-promotion
Jean-Louis Dessalles
Evolution and Human Behavior, 2025.

@article{dessalles:hal-04920385,
  title = {{Why honor heroes? The emergence of extreme altruistic behavior as a by-product of praisers' self-promotion}},
  author = {Dessalles, Jean-Louis},
  url = {https://telecom-paris.hal.science/hal-04920385},
  journal = {{Evolution and Human Behavior}},
  publisher = {{Elsevier}},
  volume = {46},
  number = {1},
  pages = {106656},
  year = {2025},
  month = jan,
  doi = {10.1016/j.evolhumbehav.2025.106656},
  keywords = {Praise ; Heroes ; Costly signaling},
  pdf = {https://telecom-paris.hal.science/hal-04920385v1/file/1-s2.0-S1090513825000054-main.pdf},
  hal_id = {hal-04920385},
  hal_version = {v1}
}

Resilience for Regular Path Queries: Towards a Complexity Classification
Antoine Amarilli, Wolfgang Gatterbauer, Neha Makhija, Mikaël Monet
Proceedings of the ACM on Management of Data, 2025. 47 pages, 17....

@article{amarilli:hal-04871464,
  title = {{Resilience for Regular Path Queries: Towards a Complexity Classification}},
  author = {Amarilli, Antoine and Gatterbauer, Wolfgang and Makhija, Neha and Monet, Mika{\"e}l},
  url = {https://hal.science/hal-04871464},
  note = {47 pages, 17 figures},
  journal = {{Proceedings of the ACM on Management of Data}},
  publisher = {{ACM}},
  volume = {3},
  number = {2},
  pages = {1-18},
  year = {2025},
  doi = {10.1145/3725245},
  keywords = {Resilience ; Regular Path Queries},
  hal_id = {hal-04871464},
  hal_version = {v1}
}

Theses

Contextual knowledge representation for neurosymbolic Artifical Intelligence reasoning
Simon Coumes
2025.

@phdthesis{coumes:tel-05491752,
  title = {{Contextual knowledge representation for neurosymbolic Artifical Intelligence reasoning}},
  author = {Coumes, Simon},
  url = {https://theses.hal.science/tel-05491752},
  number = {2025IPPAT047},
  school = {{Institut Polytechnique de Paris}},
  year = {2025},
  month = dec,
  keywords = {Neurosymbolic ; Artificial Intelligence ; Context ; Knowledge representation ; Logic ; Neurosymbolique ; Intelligence artificielle ; Context ; Repr{\'e}sentation du savoir ; Logique},
  type = {Theses},
  pdf = {https://theses.hal.science/tel-05491752v1/file/156900_COUMES_2025_archivage.pdf},
  hal_id = {tel-05491752},
  hal_version = {v1}
}

Mining Rules on Tabular Data
François Amat
2025.

@phdthesis{amat:tel-05480277,
  title = {{Mining Rules on Tabular Data}},
  author = {Amat, Fran{\c c}ois},
  url = {https://theses.hal.science/tel-05480277},
  number = {2025IPPAT046},
  school = {{Institut Polytechnique de Paris}},
  year = {2025},
  month = dec,
  keywords = {Knowledge base ; Data mining ; Explainable AI ; Base de connaissance ; Fouille de donn{\'e}es ; Intelligence artificielle explicable},
  type = {Theses},
  pdf = {https://theses.hal.science/tel-05480277v1/file/141239_AMAT_2025_archivage.pdf},
  hal_id = {tel-05480277},
  hal_version = {v1}
}

Energy and Memory-Efficient Artificial Intelligence for On-Device Learning
Aël Quélennec
2025.

@phdthesis{quelennec:tel-05520635,
  title = {{Energy and Memory-Efficient Artificial Intelligence for On-Device Learning}},
  author = {Qu{\'e}lennec, A{\"e}l},
  url = {https://theses.hal.science/tel-05520635},
  number = {2025IPPAT054},
  school = {{Institut Polytechnique de Paris}},
  year = {2025},
  month = dec,
  keywords = {Activation Compression ; Subnetwork Selection ; On-Device Learning ; Memory-Efficient Learning ; Frugal AI ; Compression d'Activations ; S{\'e}lection de Sous-R{\'e}seaux ; Apprentissage Embarqu{\'e} ; Apprentissage {\'E}conome en M{\'e}moire ; IA Frugale},
  type = {Theses},
  pdf = {https://theses.hal.science/tel-05520635v1/file/158951_QUELENNEC_2025_archivage.pdf},
  hal_id = {tel-05520635},
  hal_version = {v1}
}

Meaning Representation Frameworks and Reasoning in the Era of Large Language Models
Zacchary Sadeddine
2025.

@phdthesis{sadeddine:tel-05485442,
  title = {{Meaning Representation Frameworks and Reasoning in the Era of Large Language Models}},
  author = {Sadeddine, Zacchary},
  url = {https://theses.hal.science/tel-05485442},
  number = {2025IPPAT028},
  school = {{Institut Polytechnique de Paris}},
  year = {2025},
  month = oct,
  keywords = {Large Language Models ; Neuro-Symbolic AI ; Automated Reasoning ; Meaning Representation ; Natural Language Processing ; Grands Mod{\`e}les de Langage ; IA neuro-Symbolique ; Raisonnement Automatique ; Repr{\'e}sentation S{\'e}mantique ; Traitement Automatique du Langage},
  type = {Theses},
  pdf = {https://theses.hal.science/tel-05485442v1/file/146098_SADEDDINE_2025_archivage.pdf},
  hal_id = {tel-05485442},
  hal_version = {v1}
}

Learning on graphs : from algorithms to socio-technical analyses on AI
Simon Delarue
2025.

@phdthesis{delarue:tel-04963643,
  title = {{Learning on graphs : from algorithms to socio-technical analyses on AI}},
  author = {Delarue, Simon},
  url = {https://theses.hal.science/tel-04963643},
  number = {2025IPPAT004},
  school = {{Institut Polytechnique de Paris}},
  year = {2025},
  month = jan,
  keywords = {Socio-Technical systems ; Ai ethics ; Artificial intelligence ; Machine learning ; Graphs ; Syst{\`e}mes sociotechniques ; IA {\'e}thique ; Intelligence artificielle ; Apprentissage automatique ; Graphes},
  type = {Theses},
  pdf = {https://theses.hal.science/tel-04963643v1/file/142478_DELARUE_2025_archivage.pdf},
  hal_id = {tel-04963643},
  hal_version = {v1}
}

Conference Articles

FLORA: Unsupervised Knowledge Graph Alignment by Fuzzy Logic
Yiwen Peng, Thomas Bonald, Fabian M. Suchanek
The 24th International Semantic Web Conference (ISWC), Nara / Japan, Japan, 2025.

@inproceedings{peng:hal-05324028,
  title = {{FLORA: Unsupervised Knowledge Graph Alignment by Fuzzy Logic}},
  author = {Peng, Yiwen and Bonald, Thomas and Suchanek, Fabian M.},
  url = {https://hal.science/hal-05324028},
  booktitle = {{The 24th International Semantic Web Conference (ISWC)}},
  address = {Nara / Japan, Japan},
  publisher = {{Springer Nature}},
  pages = {196--215},
  year = {2025},
  month = nov,
  doi = {10.1007/978-3-032-09527-5\_11},
  keywords = {Knowledge Graphs ; Fuzzy logic ; Symbolic Reasoning ; Holistic Matching ; Entity Alignment},
  pdf = {https://hal.science/hal-05324028v1/file/main.pdf},
  hal_id = {hal-05324028},
  hal_version = {v1}
}

Enriching Taxonomies using Large Language Models
Zeinab Ghamlouch, Mehwish Alam
Proceedings of 28th European Conference on Artificial Intelligence - ECAI 2025 (Demo Track), Bologna, Italy, 2025.

@inproceedings{ghamlouch:hal-05173197,
  title = {{Enriching Taxonomies using Large Language Models}},
  author = {Ghamlouch, Zeinab and Alam, Mehwish},
  url = {https://hal.science/hal-05173197},
  booktitle = {{Proceedings of 28th European Conference on Artificial Intelligence - ECAI 2025 (Demo Track)}},
  address = {Bologna, Italy},
  year = {2025},
  month = oct,
  keywords = {Knowledge Graphs ; Taxonomy Enrichment ; Large Language Models},
  pdf = {https://hal.science/hal-05173197v1/file/main_alam.pdf},
  hal_id = {hal-05173197},
  hal_version = {v1}
}

T-REX: Table -Refute or Entail eXplainer
Tim Luka Horstmann, Baptiste Geisenberger, Mehwish Alam
European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECMLPKDD 2025, Porto, Portugal, 2025.

@inproceedings{horstmann:hal-05132379,
  title = {{T-REX: Table -Refute or Entail eXplainer}},
  author = {Horstmann, Tim Luka and Geisenberger, Baptiste and Alam, Mehwish},
  url = {https://hal.science/hal-05132379},
  booktitle = {{European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases - ECMLPKDD 2025}},
  address = {Porto, Portugal},
  year = {2025},
  month = sep,
  keywords = {Table Fact-Checking ; Large Language Models ; Real-Time Fact Verification},
  pdf = {https://hal.science/hal-05132379v1/file/T_REX_Paper__Camera_Ready_.pdf},
  hal_id = {hal-05132379},
  hal_version = {v1}
}

Quantum Reupload Units: A Scalable and Expressive Approach for Time Series Learning
Léa Cassé, Sabarikirishwaran Ponnambalam, Bernhard Pfahringer, Albert Bifet
2025 IEEE International Conference on Quantum Computing and Engineering (QCE), Albuquerque, United States, 2025.

@inproceedings{casse:hal-05415704,
  title = {{Quantum Reupload Units: A Scalable and Expressive Approach for Time Series Learning}},
  author = {Cass{\'e}, L{\'e}a and Ponnambalam, Sabarikirishwaran and Pfahringer, Bernhard and Bifet, Albert},
  url = {https://hal.science/hal-05415704},
  booktitle = {{2025 IEEE International Conference on Quantum Computing and Engineering (QCE)}},
  address = {Albuquerque, United States},
  publisher = {{IEEE}},
  pages = {1815-1825},
  year = {2025},
  month = aug,
  doi = {10.1109/QCE65121.2025.00199},
  pdf = {https://hal.science/hal-05415704v1/file/Quantum%20Reupload%20Units%20A%20Scalable%20and%20Expressive%20Approach%20for%20Time%20Series%20Learning.pdf},
  hal_id = {hal-05415704},
  hal_version = {v1}
}

Bayesian Stream Tuner: Dynamic Hyperparameter Optimization for Real-Time Data Streams
Nilesh Verma, Albert Bifet, Bernhard Pfahringer, Maroua Bahri
KDD ’25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2, Toronto, ON, Canada, 2025.

@inproceedings{verma:hal-05210830,
  title = {{Bayesian Stream Tuner: Dynamic Hyperparameter Optimization for Real-Time Data Streams}},
  author = {Verma, Nilesh and Bifet, Albert and Pfahringer, Bernhard and Bahri, Maroua},
  url = {https://hal.science/hal-05210830},
  booktitle = {{KDD '25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2}},
  address = {Toronto, ON, Canada},
  publisher = {{ACM}},
  series = {KDD '25: Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.2},
  volume = {2},
  pages = {2871-2882},
  year = {2025},
  month = aug,
  doi = {10.1145/3711896.3736852},
  keywords = {Real-time Learning ; Adaptive Learning ; Data Stream Mining ; Bayesian Optimization ; Online Hyperparameter Optimization},
  pdf = {https://hal.science/hal-05210830v1/file/Bayesian_Stream_Tuner__KDD_2025_.pdf},
  hal_id = {hal-05210830},
  hal_version = {v1}
}

Benchmarking the Benchmarks: Reproducing Climate-Related NLP Tasks
Tom Calamai, Oana Balalau, Fabian M Suchanek
ACL 2025 - The 63rd Annual Meeting of the Association for Computational Linguistics, Vienne, Austria, 2025.

@inproceedings{calamai:hal-05115308,
  title = {{Benchmarking the Benchmarks: Reproducing Climate-Related NLP Tasks}},
  author = {Calamai, Tom and Balalau, Oana and Suchanek, Fabian M},
  url = {https://hal.science/hal-05115308},
  booktitle = {{ACL 2025 - The 63rd Annual Meeting of the Association for Computational Linguistics}},
  address = {Vienne, Austria},
  organization = {{ACL}},
  year = {2025},
  month = jul,
  keywords = {Benchmarking ; NLP datasets ; Evaluation ; Reproducibility ; Automatic evaluation of datasets ; Data shortcuts/artifacts ; Hardness of samples ; Climate NLP},
  pdf = {https://hal.science/hal-05115308v1/file/3572_Benchmarking_the_Benchmar.pdf},
  hal_id = {hal-05115308},
  hal_version = {v1}
}

Beyond Low-rank Decomposition: A Shortcut Approach for Efficient On-Device Learning
Le-Trung Nguyen, Aël Quélennec, van Tam Nguyen, Enzo Tartaglione
Forty-second International Conference on Machine Learning, Vancouver (Canada), Canada, 2025.

@inproceedings{nguyen:hal-05209766,
  title = {{Beyond Low-rank Decomposition: A Shortcut Approach for Efficient On-Device Learning}},
  author = {Nguyen, Le-Trung and Qu{\'e}lennec, A{\"e}l and Nguyen, van Tam and Tartaglione, Enzo},
  url = {https://telecom-paris.hal.science/hal-05209766},
  booktitle = {{Forty-second International Conference on Machine Learning}},
  address = {Vancouver (Canada), Canada},
  volume = {Forty-second International Conference on Machine Learning},
  year = {2025},
  month = jul,
  hal_id = {hal-05209766},
  hal_version = {v1}
}

To Each Metric Its Decoding: Post-Hoc Optimal Decision Rules of Probabilistic Hierarchical Classifiers
Roman Plaud, Alexandre Perez-Lebel, Matthieu Labeau, Antoine Saillenfest, Thomas Bonald
ICML 2025 - 42nd International Conference on Machine Learning, Vancouver (CA), Canada, 2025.

@inproceedings{plaud:hal-05094804,
  title = {{To Each Metric Its Decoding: Post-Hoc Optimal Decision Rules of Probabilistic Hierarchical Classifiers}},
  author = {Plaud, Roman and Perez-Lebel, Alexandre and Labeau, Matthieu and Saillenfest, Antoine and Bonald, Thomas},
  url = {https://hal.science/hal-05094804},
  booktitle = {{ICML 2025 - 42nd International Conference on Machine Learning}},
  address = {Vancouver (CA), Canada},
  year = {2025},
  month = jul,
  keywords = {Hierarchical Classification ; Optimal Decision-Making},
  pdf = {https://hal.science/hal-05094804v1/file/icml2025_camera_ready%20%282%29.pdf},
  hal_id = {hal-05094804},
  hal_version = {v1}
}

Cartographier l’intelligence artificielle : collecte et analyse d’un corpus de chartes et manifestes sur l’éthique de l’IA
Tiphaine Viard, Simon Delarue, Mélanie Gornet, Maria Boritchev
Conférence Nationale Intelligence Artificielle (CNIA), Dijon, France, 2025.

@inproceedings{viard:hal-05079937,
  title = {{Cartographier l'intelligence artificielle : collecte et analyse d'un corpus de chartes et manifestes sur l'{\'e}thique de l'IA}},
  author = {Viard, Tiphaine and Delarue, Simon and Gornet, M{\'e}lanie and Boritchev, Maria},
  url = {https://cnrs.hal.science/hal-05079937},
  booktitle = {{Conf{\'e}rence Nationale Intelligence Artificielle (CNIA)}},
  address = {Dijon, France},
  year = {2025},
  month = jul,
  keywords = {digital sociology ; social worlds ; sociotechnical systems ; sociologie du num{\'e}rique AI ethics ; syst{\`e}mes sociotechniques ; monde sociaux ; {\'e}thique de l'intelligence artificielle ; {\'e}thique de l'intelligence artificielle monde sociaux syst{\`e}mes sociotechniques sociologie du num{\'e}rique AI ethics sociotechnical systems social worlds digital sociology},
  pdf = {https://cnrs.hal.science/hal-05079937v1/file/CNIA_MapAIE.pdf},
  hal_id = {hal-05079937},
  hal_version = {v1}
}

Auto-Reg: A Dynamic AutoML Framework for Streaming Regression
Nilesh Verma, Albert Bifet, Bernhard Pfahringer, Maroua Bahri
Advances in Knowledge Discovery and Data Mining (PAKDD 2025), Sydney, Australia, 2025.

@inproceedings{verma:hal-05210829,
  title = {{Auto-Reg: A Dynamic AutoML Framework for~Streaming Regression}},
  author = {Verma, Nilesh and Bifet, Albert and Pfahringer, Bernhard and Bahri, Maroua},
  url = {https://hal.science/hal-05210829},
  booktitle = {{Advances in Knowledge Discovery and Data Mining (PAKDD 2025)}},
  address = {Sydney, Australia},
  publisher = {{Springer Nature Singapore}},
  series = {Lecture Notes in Computer Science},
  volume = {15873},
  pages = {245-256},
  year = {2025},
  month = jun,
  doi = {10.1007/978-981-96-8183-9\_20},
  keywords = {AutoML for Regression ; Auto-Reg ; AutoML for Data Stream ; Online AutoML},
  pdf = {https://hal.science/hal-05210829v1/file/PAKDD_LNCS_AUTO_REG_30_NOV.pdf},
  hal_id = {hal-05210829},
  hal_version = {v1}
}

ASML-REG: Automated Machine Learning for Data Stream Regression
Nilesh Verma, Albert Bifet, Bernhard Pfahringer, Maroua Bahri
SAC ’25: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, Catane, Italy, 2025.

@inproceedings{verma:hal-05085545,
  title = {{ASML-REG: Automated Machine Learning for Data Stream Regression}},
  author = {Verma, Nilesh and Bifet, Albert and Pfahringer, Bernhard and Bahri, Maroua},
  url = {https://hal.science/hal-05085545},
  booktitle = {{SAC '25: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing}},
  address = {Catane, Italy},
  publisher = {{ACM}},
  pages = {440-447},
  year = {2025},
  month = mar,
  doi = {10.1145/3672608.3707742},
  keywords = {AutoML ; Data streams ; Online learning ; Regression},
  pdf = {https://hal.science/hal-05085545v1/file/DS_LNCS_ASML_REG_ARDNS_17_JUNE%20%281%29.pdf},
  hal_id = {hal-05085545},
  hal_version = {v1}
}

Using a Probabilistic Database in an Image Retrieval Application
Fajrian Yunus, Pratik Karmakar, Pierre Senellart, Talel Abdessalem, Stéphane Bressan
EDBT 2025 - 28th International Conference on Extending Database Technology, Barcelona, Spain, 2025.

@inproceedings{yunus:hal-04930705,
  title = {{Using a Probabilistic Database in an Image Retrieval Application}},
  author = {Yunus, Fajrian and Karmakar, Pratik and Senellart, Pierre and Abdessalem, Talel and Bressan, St{\'e}phane},
  url = {https://inria.hal.science/hal-04930705},
  booktitle = {{EDBT 2025 - 28th International Conference on Extending Database Technology}},
  address = {Barcelona, Spain},
  year = {2025},
  month = mar,
  pdf = {https://inria.hal.science/hal-04930705v1/file/main.pdf},
  hal_id = {hal-04930705},
  hal_version = {v1}
}

Measuring Cross-Modal Interactions in Multimodal Models
Laura Wenderoth, Konstantin Hemker, Nikola Simidjievski, Mateja Jamnik
AAAI Conference on Artificial Intelligence, Philadelphia, United States, 2025.

@inproceedings{wenderoth:hal-05527358,
  title = {{Measuring Cross-Modal Interactions in Multimodal Models}},
  author = {Wenderoth, Laura and Hemker, Konstantin and Simidjievski, Nikola and Jamnik, Mateja},
  url = {https://hal.science/hal-05527358},
  booktitle = {{AAAI Conference on Artificial Intelligence}},
  address = {Philadelphia, United States},
  volume = {39},
  number = {20},
  pages = {21501-21509},
  year = {2025},
  month = feb,
  doi = {10.1609/aaai.v39i20.35452},
  hal_id = {hal-05527358},
  hal_version = {v1}
}

GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data
Mariam Barry, Gaëtan Caillaut, Pierre Halftermeyer, Raheel Qader, Mehdi Mouayad, Dimitri Cariolaro, Fabrice Le Deit, Joseph Gesnouin
31st International conference on Computational Linguistics Workshop Knowledge Graph & GenAI, Abu Dhabi, United Arab Emirates, 2025.

@inproceedings{barry:hal-04907346,
  title = {{GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data}},
  author = {Barry, Mariam and Caillaut, Ga{\"e}tan and Halftermeyer, Pierre and Qader, Raheel and Mouayad, Mehdi and Cariolaro, Dimitri and Deit, Fabrice Le and Gesnouin, Joseph},
  url = {https://hal.science/hal-04907346},
  booktitle = {{31st International conference on Computational Linguistics Workshop Knowledge Graph \& GenAI}},
  address = {Abu Dhabi, United Arab Emirates},
  year = {2025},
  month = jan,
  pdf = {https://hal.science/hal-04907346v1/file/GraphRAG_CReady_SUBMITED_COLING25_KGraph_GenAI_Workshop.pdf},
  hal_id = {hal-04907346},
  hal_version = {v1}
}

Edge-Minimum Walk of Modular Length in Polynomial Time
Antoine Amarilli, Benoit Groz, Nicole Wein
16th Innovations in Theoretical Computer Science - ITCS 2025, New York City, United States, 2025. 1 title page....

@inproceedings{amarilli:hal-04871489,
  title = {{Edge-Minimum Walk of Modular Length in Polynomial Time}},
  author = {Amarilli, Antoine and Groz, Benoit and Wein, Nicole},
  url = {https://hal.science/hal-04871489},
  note = {1 title page + 38 pages. Full version with examples and proofs of the ITCS'25 article},
  booktitle = {{16th Innovations in Theoretical Computer Science - ITCS 2025}},
  address = {New York City, United States},
  volume = {325},
  pages = {5:1-5:23},
  year = {2025},
  month = jan,
  doi = {10.4230/LIPIcs.ITCS.2025.5},
  hal_id = {hal-04871489},
  hal_version = {v1}
}

Unpublished

MMA-RAG: A Survey on Multimodal Agentic Retrieval-Augmented Generation
Vladana Perlić, Stéphane Lebailly, Vadim Malvone, Van-Tam Nguyen, Pascal Urard
2025. working pape....

@unpublished{perlic:hal-05322313,
  title = {{MMA-RAG: A Survey on Multimodal Agentic Retrieval-Augmented Generation}},
  author = {Perli{\'c}, Vladana and Lebailly, St{\'e}phane and Malvone, Vadim and Nguyen, Van-Tam and Urard, Pascal},
  url = {https://hal.science/hal-05322313},
  note = {working paper or preprint},
  year = {2025},
  month = oct,
  keywords = {Retrieval-Augmented Generation ; Multimodal Models ; Agents ; Survey},
  pdf = {https://hal.science/hal-05322313v1/file/MMA_RAG_preprint.pdf},
  hal_id = {hal-05322313},
  hal_version = {v1}
}

StreamMLOps: Online Learning in Practice from Big Data Streams & Real-Time Applications
Mariam Barry, Jacob Montiel, Albert Bifet, Nikolay Manchev, Sameer Wadkar, Max Halford, Raja Chiky, Saad El Jaouhari, Katherine B Shakman, Joudi Al Fehaily, Fabrice Le Deit, Vinh-Thuy Tran, Eric Guerizec
2025. working pape....

@unpublished{barry:hal-05176393,
  title = {{StreamMLOps: Online Learning in Practice from Big Data Streams \& Real-Time Applications}},
  author = {Barry, Mariam and Montiel, Jacob and Bifet, Albert and Manchev, Nikolay and Wadkar, Sameer and Halford, Max and Chiky, Raja and El Jaouhari, Saad and Shakman, Katherine B and Al Fehaily, Joudi and Le Deit, Fabrice and Tran, Vinh-Thuy and Guerizec, Eric},
  url = {https://hal.science/hal-05176393},
  note = {working paper or preprint},
  year = {2025},
  month = jul,
  doi = {10.1109/ICDE55515.2023.00272},
  keywords = {Banking ; Production ; Big data ; Real-time ; Serving ; Data streaming ; Online machine learning ; MLOps ; MLOps online machine learning data streaming serving real-time banking production big data},
  pdf = {https://hal.science/hal-05176393v1/file/ICDE23_1169_REVISION_Online_Learning_MLOps_Challenges_Real_Time_Applications__Copy_.pdf},
  hal_id = {hal-05176393},
  hal_version = {v1}
}

CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation
Abe Bohan Hou, Orion Weller, Guanghui Qin, Eugene Yang, Dawn Lawrie, Nils Holzenberger, Andrew Blair-Stanek, Benjamin Durme
2025. working pape....

@unpublished{hou:hal-05114597,
  title = {{CLERC: A Dataset for Legal Case Retrieval and Retrieval-Augmented Analysis Generation}},
  author = {Hou, Abe Bohan and Weller, Orion and Qin, Guanghui and Yang, Eugene and Lawrie, Dawn and Holzenberger, Nils and Blair-Stanek, Andrew and van Durme, Benjamin},
  url = {https://hal.science/hal-05114597},
  note = {working paper or preprint},
  year = {2025},
  month = jun,
  hal_id = {hal-05114597},
  hal_version = {v1}
}

Can AI expose tax loopholes? Towards a new generation of legal policy assistants
Peter Fratrič, Nils Holzenberger, David Restrepo Amariles
2025. 13 pages, 6 ....

@unpublished{fratric:hal-05114603,
  title = {{Can AI expose tax loopholes? Towards a new generation of legal policy assistants}},
  author = {Fratri{\v c}, Peter and Holzenberger, Nils and Amariles, David Restrepo},
  url = {https://hal.science/hal-05114603},
  note = {13 pages, 6 figures},
  year = {2025},
  month = jun,
  hal_id = {hal-05114603},
  hal_version = {v1}
}

A Quantitative Approach to the GDPR’s Anonymization and Pseudonymization Tests
Nils Holzenberger, Winston Maxwell
2025. working pape....

@unpublished{holzenberger:hal-05114619,
  title = {{A Quantitative Approach to the GDPR's Anonymization and Pseudonymization Tests}},
  author = {Holzenberger, Nils and Maxwell, Winston},
  url = {https://hal.science/hal-05114619},
  note = {working paper or preprint},
  year = {2025},
  month = jun,
  doi = {10.2139/ssrn.5162461},
  keywords = {Differential Privacy ; European General Data Protection Regulation ; Privacy-Enhancing Technology ; Anonymisation ; Pseudonymisation ; Personal data ; Machine learning},
  hal_id = {hal-05114619},
  hal_version = {v1}
}

A Circus of Circuits: Connections Between Decision Diagrams, Circuits, and Automata
Antoine Amarilli, Marcelo Arenas, Yoojung Choi, Mikaël Monet, Guy van Den Broeck, Benjie Wang
2025. 26 pages.

@unpublished{amarilli:hal-04871512,
  title = {{A Circus of Circuits: Connections Between Decision Diagrams, Circuits, and Automata}},
  author = {Amarilli, Antoine and Arenas, Marcelo and Choi, Yoojung and Monet, Mika{\"e}l and Broeck, Guy van Den and Wang, Benjie},
  url = {https://hal.science/hal-04871512},
  note = {26 pages},
  year = {2025},
  month = jan,
  hal_id = {hal-04871512},
  hal_version = {v1}
}

Survey of Results on the ModPath and ModCycle Problems
Antoine Amarilli
2025. 11 pages. Un....

@unpublished{amarilli:hal-04871498,
  title = {{Survey of Results on the ModPath and ModCycle Problems}},
  author = {Amarilli, Antoine},
  url = {https://hal.science/hal-04871498},
  note = {11 pages. Unpublished note surveying existing work},
  year = {2025},
  month = jan,
  hal_id = {hal-04871498},
  hal_version = {v1}
}

Tighter Bounds for Query Answering with Guarded TGDs
Antoine Amarilli, Michael Benedikt
2025. 43 pages. Th....

@unpublished{amarilli:hal-04871495,
  title = {{Tighter Bounds for Query Answering with Guarded TGDs}},
  author = {Amarilli, Antoine and Benedikt, Michael},
  url = {https://hal.science/hal-04871495},
  note = {43 pages. This paper contains revised and generalized versions of the results in the appendices of the PODS'18 paper (arXiv:1706.07936)},
  year = {2025},
  month = jan,
  keywords = {Query Answering},
  hal_id = {hal-04871495},
  hal_version = {v1}
}

Book Chapters

Neurosymbolic Methods for Dynamic Knowledge Graphs
Mehwish Alam, Genet Asefa Gesese, Pierre-Henri Paris
Handbook on Neurosymbolic Artificial Intelligence, 2025.

@incollection{alam:hal-04792151,
  title = {{Neurosymbolic Methods for Dynamic Knowledge Graphs}},
  author = {Alam, Mehwish and Gesese, Genet Asefa and Paris, Pierre-Henri},
  url = {https://hal.science/hal-04792151},
  booktitle = {{Handbook on Neurosymbolic Artificial Intelligence}},
  publisher = {{IOS Press}},
  series = {Frontiers in Artificial Intelligence and Applications},
  year = {2025},
  month = jul,
  doi = {10.3233/FAIA250223},
  keywords = {Dynamic Knowledge Graphs ; Temporal Knowledge Graphs ; Dynamic Entity Alignment ; Dynamic Knowledge Graph Completion},
  pdf = {https://hal.science/hal-04792151v1/file/Neurosymbolic_Methods_for_Dynamic_Knowledge_Graphs.pdf},
  hal_id = {hal-04792151},
  hal_version = {v1}
}

Neurosymbolic Methods for Rule Mining
Agnieszka Ławrynowicz, Luis Galárraga, Mehwish Alam, Bérénice Jaulmes, Václav Zeman, Tomáš Kliegr
Handbook on Neurosymbolic Artificial Intelligence, 2025.

@incollection{awrynowicz:hal-04792154,
  title = {{Neurosymbolic Methods for Rule Mining}},
  author = {Ławrynowicz, Agnieszka and Gal{\'a}rraga, Luis and Alam, Mehwish and Jaulmes, B{\'e}r{\'e}nice and Zeman, V{\'a}clav and Kliegr, Tom{\'a}{\v s}},
  url = {https://hal.science/hal-04792154},
  booktitle = {{Handbook on Neurosymbolic Artificial Intelligence}},
  publisher = {{IOS Press}},
  series = {Frontiers in Artificial Intelligence and Applications},
  pages = {1-22},
  year = {2025},
  month = jul,
  doi = {10.3233/FAIA250224},
  keywords = {rule mining ; rule learning ; representation learning},
  pdf = {https://hal.science/hal-04792154v1/file/Neurosymbolic_methods_for_pattern_and_rule_mining.pdf},
  hal_id = {hal-04792154},
  hal_version = {v1}
}

proceedings

EU Digital Technologies and Policy Conference (EUDTP 2025) Abstracts and Contributions
Juan-Antonio Cordero-Fuertes, Mehwish Alam, Olivier Blazy, Anne Alombert, Natalia Díaz-Rodríguez, Teodora Curelariu, Pratiksha Ashok, Calina Ciuhu, Stefano Luca, Claudio Feijóo, Neringa Gaubiene, Bissan Ghaddar, Fabio Giglietto, Rafael Gomà, Gloria González-Fuster, Arturas Grumulaitis, Petia Guintchev, Romain Jacob, Laima Janciute, Vicky Kalogeiton, Georges Kariniotakis, Juan Knaster, Luise Koch, Philipp Kreer, Kim Krüger, Diane Leblanc-Albarel, Jukka Manner, Andrew Mcstay, María Zúñiga, Patrice Nivaggioli, Ivanka Popovic, Simona Ramos, Markus Roth, Jochen Spangenberg, Christopher Cripps
EU Digital Technologies and Policy (EUDTP) Conference 2025, Bruxelles, Belgium, 2025.

@proceedings{corderofuertes:hal-05267621,
  title = {{EU Digital Technologies and Policy Conference (EUDTP 2025) Abstracts and Contributions}},
  author = {Cordero-Fuertes, Juan-Antonio and Alam, Mehwish and Blazy, Olivier and Alombert, Anne and D{\'i}az-Rodr{\'i}guez, Natalia and Curelariu, Teodora and Ashok, Pratiksha and Ciuhu, Calina and de Luca, Stefano and Feij{\'o}o, Claudio and Gaubiene, Neringa and Ghaddar, Bissan and Giglietto, Fabio and Gom{\`a}, Rafael and Gonz{\'a}lez-Fuster, Gloria and Grumulaitis, Arturas and Guintchev, Petia and Jacob, Romain and Janciute, Laima and Kalogeiton, Vicky and Kariniotakis, Georges and Knaster, Juan and Koch, Luise and Kreer, Philipp and Kr{\"u}ger, Kim and Leblanc-Albarel, Diane and Manner, Jukka and Mcstay, Andrew and Ortiz de Z{\'u}{\~n}iga, Mar{\'i}a and Nivaggioli, Patrice and Popovic, Ivanka and Ramos, Simona and Roth, Markus and Spangenberg, Jochen and Cripps, Christopher},
  url = {https://hal.science/hal-05267621},
  booktitle = {{EU Digital Technologies and Policy (EUDTP) Conference 2025}},
  address = {Bruxelles, Belgium},
  organization = {{Institut Polytechnique de Paris}},
  year = {2025},
  month = jun,
  keywords = {Data ; Regulation ; Europe ; Sustainability ; Technology ; Computing ; Energy ; AI ; Digital},
  pdf = {https://hal.science/hal-05267621v1/file/eudtp2025-proc-0918.pdf},
  hal_id = {hal-05267621},
  hal_version = {v1}
}

2024

Theses

Explainable algorithms for anomaly detection and time series forecasting
Lanfang Kong
2024.

@phdthesis{kong:tel-04985130,
  title = {{Explainable algorithms for anomaly detection and time series forecasting}},
  author = {Kong, Lanfang},
  url = {https://theses.hal.science/tel-04985130},
  number = {2024IPPAT039},
  school = {{Institut Polytechnique de Paris}},
  year = {2024},
  month = dec,
  keywords = {Time Series Forecasting ; Anomaly Detection ; Explainability ; Data mining ; Pr{\'e}vision de s{\'e}ries chronologiques ; D{\'e}tection d'anomalies ; Explicabilit{\'e} ; Exploration de donn{\'e}es},
  type = {Theses},
  pdf = {https://theses.hal.science/tel-04985130v1/file/138108_KONG_2024_archivage.pdf},
  hal_id = {tel-04985130},
  hal_version = {v1}
}

Dynamic Decision Trees and Community-based Graph Embeddings : towards Interpretable Machine Learning
Gabriel Damay
2024.

@phdthesis{damay:tel-04956830,
  title = {{Dynamic Decision Trees and Community-based Graph Embeddings : towards Interpretable Machine Learning}},
  author = {Damay, Gabriel},
  url = {https://theses.hal.science/tel-04956830},
  number = {2024IPPAT047},
  school = {{Institut Polytechnique de Paris}},
  year = {2024},
  month = dec,
  keywords = {Explainable AI ; Dynamic machine learning ; Decision Tree ; Graph embedding ; Community detection ; Graph mining ; IA explicable ; Apprentissage automatique dynamique ; Arbre de d{\'e}cision ; Embedding de graph ; D{\'e}tection de communaut{\'e}s ; Exploration de graphes},
  type = {Theses},
  pdf = {https://theses.hal.science/tel-04956830v1/file/137746_DAMAY_2024_archivage.pdf},
  hal_id = {tel-04956830},
  hal_version = {v1}
}

Improving Decision Tree Learning
Peng Yu
2024.

@phdthesis{yu:tel-04885475,
  title = {{Improving Decision Tree Learning}},
  author = {Yu, Peng},
  url = {https://theses.hal.science/tel-04885475},
  number = {2024IPPAT037},
  school = {{Institut Polytechnique de Paris}},
  year = {2024},
  month = dec,
  keywords = {Machine learning ; Categorical data ; Interpretability ; Decision trees ; Apprentissage automatique ; Donn{\'e}es cat{\'e}gorielles ; Interpr{\'e}tabilit{\'e} ; Arbres de d{\'e}cision},
  type = {Theses},
  pdf = {https://theses.hal.science/tel-04885475v1/file/119686_YU_2024_archivage.pdf},
  hal_id = {tel-04885475},
  hal_version = {v1}
}

Meta-Evaluation Methodology and Benchmark for Automatic Story Generation
Cyril Chhun
2024.

@phdthesis{chhun:tel-04975504,
  title = {{Meta-Evaluation Methodology and Benchmark for Automatic Story Generation}},
  author = {Chhun, Cyril},
  url = {https://theses.hal.science/tel-04975504},
  number = {2024IPPAT030},
  school = {{Institut Polytechnique de Paris}},
  year = {2024},
  month = nov,
  keywords = {Machine learning ; Natural language processing ; Language models ; Deep learning ; Apprentissage automatique ; Traitement automatique du langage ; Mod{\`e}les de langage ; Apprentissage profond},
  type = {Theses},
  pdf = {https://theses.hal.science/tel-04975504v1/file/134049_CHHUN_2024_archivage.pdf},
  hal_id = {tel-04975504},
  hal_version = {v1}
}

Evaluating and Improving the Reasoning Abilities of Language Models
Chadi Helwe
2024.

@phdthesis{helwe:tel-04654171,
  title = {{Evaluating and Improving the Reasoning Abilities of Language Models}},
  author = {Helwe, Chadi},
  url = {https://theses.hal.science/tel-04654171},
  number = {2024IPPAT021},
  school = {{Institut Polytechnique de Paris}},
  year = {2024},
  month = jul,
  keywords = {Neruo-symbolic AI ; Machine Learning ; Natural Language Processing ; Language models ; Deep learning ; IA neuro-symbolique ; Apprentissage automatique ; Traitement automatique du langage ; Mod{\`e}les de Langage ; Apprentissage en profondeur},
  type = {Theses},
  pdf = {https://theses.hal.science/tel-04654171v1/file/132654_HELWE_2024_archivage.pdf},
  hal_id = {tel-04654171},
  hal_version = {v1}
}

Adaptive Scalable Online Learning for Handling Heterogeneous Streaming Data in Large-Scale Banking Infrastructure
Mariam Barry
2024.

@phdthesis{barry:tel-05437679,
  title = {{Adaptive Scalable Online Learning for Handling Heterogeneous Streaming Data in Large-Scale Banking Infrastructure}},
  author = {Barry, Mariam},
  url = {https://theses.hal.science/tel-05437679},
  number = {2024IPPAT006},
  school = {{Institut Polytechnique de Paris}},
  year = {2024},
  month = feb,
  keywords = {Banking ; Production ; Serving ; Streaming ; Big Data ; Online Learning ; Banque ; Production ; Industrialisation ; Temps-R{\'e}el ; Donn{\'e}es massives ; Apprentissage continu},
  type = {Theses},
  pdf = {https://theses.hal.science/tel-05437679v1/file/122395_BARRY_2024_archivage.pdf},
  hal_id = {tel-05437679},
  hal_version = {v1}
}

Unpublished

Optimizing Hyperparameters for Quantum Data Re-Uploaders in Calorimetric Particle Identification
Léa Cassé, Bernhard Pfahringer, Albert Bifet, Frédéric Magniette
2024. working pape....

@unpublished{casse:hal-04845995,
  title = {{Optimizing Hyperparameters for Quantum Data Re-Uploaders in Calorimetric Particle Identification}},
  author = {Cass{\'e}, L{\'e}a and Pfahringer, Bernhard and Bifet, Albert and Magniette, Fr{\'e}d{\'e}ric},
  url = {https://hal.science/hal-04845995},
  note = {working paper or preprint},
  year = {2024},
  month = dec,
  hal_id = {hal-04845995},
  hal_version = {v1}
}

The Non-Cancelling Intersections Conjecture
Antoine Amarilli, Mikaël Monet, Dan Suciu
2024. working pape....

@unpublished{amarilli:hal-04603239,
  title = {{The Non-Cancelling Intersections Conjecture}},
  author = {Amarilli, Antoine and Monet, Mika{\"e}l and Suciu, Dan},
  url = {https://inria.hal.science/hal-04603239},
  note = {working paper or preprint},
  year = {2024},
  keywords = {Inclusion-exclusion ; M{\"o}bius ; Conjecture},
  pdf = {https://inria.hal.science/hal-04603239v1/file/2401.16210v1.pdf},
  hal_id = {hal-04603239},
  hal_version = {v1}
}

Conference Articles

TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models
Andrei Margeloiu, Xiangjian Jiang, Nikola Simidjievski, Mateja Jamnik
Advances in Neural Information Processing Systems 37, Vancouver, Canada, 2024.

@inproceedings{margeloiu:hal-05527401,
  title = {{TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models}},
  author = {Margeloiu, Andrei and Jiang, Xiangjian and Simidjievski, Nikola and Jamnik, Mateja},
  url = {https://telecom-paris.hal.science/hal-05527401},
  booktitle = {{Advances in Neural Information Processing Systems 37}},
  address = {Vancouver, Canada},
  publisher = {{Neural Information Processing Systems Foundation, Inc. (NeurIPS)}},
  pages = {72094-72144},
  year = {2024},
  month = dec,
  doi = {10.52202/079017-2302},
  hal_id = {hal-05527401},
  hal_version = {v1}
}

Gaps or Hallucinations? Scrutinizing Machine-Generated Legal Analysis for Fine-grained Text Evaluations
Abe Hou, William Jurayj, Nils Holzenberger, Andrew Blair-Stanek, Benjamin Durme
Proceedings of the Natural Legal Language Processing Workshop 2024, Miami, United States, 2024.

@inproceedings{hou:hal-05114600,
  title = {{Gaps or Hallucinations? Scrutinizing Machine-Generated Legal Analysis for Fine-grained Text Evaluations}},
  author = {Hou, Abe and Jurayj, William and Holzenberger, Nils and Blair-Stanek, Andrew and van Durme, Benjamin},
  url = {https://hal.science/hal-05114600},
  booktitle = {{Proceedings of the Natural Legal Language Processing Workshop 2024}},
  address = {Miami, United States},
  publisher = {{Association for Computational Linguistics}},
  volume = {2024},
  pages = {280-302},
  year = {2024},
  month = nov,
  doi = {10.18653/v1/2024.nllp-1.24},
  hal_id = {hal-05114600},
  hal_version = {v1}
}

Revisiting Hierarchical Text Classification: Inference and Metrics
Roman Plaud, Matthieu Labeau, Antoine Saillenfest, Thomas Bonald
Proceedings of the 28th Conference on Computational Natural Language Learning, Miami, United States, 2024.

@inproceedings{plaud:hal-04946251,
  title = {{Revisiting Hierarchical Text Classification: Inference and Metrics}},
  author = {Plaud, Roman and Labeau, Matthieu and Saillenfest, Antoine and Bonald, Thomas},
  url = {https://hal.science/hal-04946251},
  booktitle = {{Proceedings of the 28th Conference on Computational Natural Language Learning}},
  address = {Miami, United States},
  publisher = {{Association for Computational Linguistics}},
  volume = {Proceedings of the 28th Conference on Computational Natural Language Learning},
  pages = {231-242},
  year = {2024},
  month = nov,
  doi = {10.18653/v1/2024.conll-1.18},
  pdf = {https://hal.science/hal-04946251v1/file/2410.01305v2.pdf},
  hal_id = {hal-04946251},
  hal_version = {v1}
}

Reconfidencing LLM Uncertainty from the Grouping Loss Perspective
Lihu Chen, Alexandre Perez-Lebel, Fabian Suchanek, Gaël Varoquaux
EMNLP 2024 - Conference on Empirical Methods in Natural Language Processing, Miami, United States, 2024.

@inproceedings{chen:hal-04750567,
  title = {{Reconfidencing LLM Uncertainty from the Grouping Loss Perspective}},
  author = {Chen, Lihu and Perez-Lebel, Alexandre and Suchanek, Fabian and Varoquaux, Ga{\"e}l},
  url = {https://hal.science/hal-04750567},
  booktitle = {{EMNLP 2024 - Conference on Empirical Methods in Natural Language Processing}},
  address = {Miami, United States},
  publisher = {{arXiv}},
  year = {2024},
  month = nov,
  doi = {10.48550/arXiv.2402.04957},
  keywords = {Computation and Language (cs.CL) ; FOS: Computer and information sciences},
  pdf = {https://hal.science/hal-04750567v1/file/Preprint_Reconfidencing_LLMs.pdf},
  hal_id = {hal-04750567},
  hal_version = {v1}
}

The Factuality of Large Language Models in the Legal Domain
Rajaa El Hamdani, Thomas Bonald, Fragkiskos D. Malliaros, Nils Holzenberger, Fabian M. Suchanek
CIKM 2024 - 33rd ACM International Conference on Information and Knowledge Management, Boise Idaho, United States, 2024.

@inproceedings{elhamdani:hal-04701151,
  title = {{The Factuality of Large Language Models in the Legal Domain}},
  author = {El Hamdani, Rajaa and Bonald, Thomas and Malliaros, Fragkiskos D. and Holzenberger, Nils and Suchanek, Fabian M.},
  url = {https://telecom-paris.hal.science/hal-04701151},
  booktitle = {{CIKM 2024 - 33rd ACM International Conference on Information and Knowledge Management}},
  address = {Boise Idaho, United States},
  pages = {3741 - 3746},
  year = {2024},
  month = oct,
  doi = {10.1145/3627673.3679961},
  keywords = {LLM Evaluation ; LLM ; Legal NLP ; Knowledge Base},
  pdf = {https://telecom-paris.hal.science/hal-04701151v1/file/factuality_legal_LLM.pdf},
  hal_id = {hal-04701151},
  hal_version = {v1}
}

Link Prediction Without Learning
Simon Delarue, Thomas Bonald, Tiphaine Viard
Proceeding of the European Conference on Artificial Intelligence, Santiago de compostela, Galicia, Spain, 2024.

@inproceedings{delarue:hal-04643971,
  title = {{Link Prediction Without Learning}},
  author = {Delarue, Simon and Bonald, Thomas and Viard, Tiphaine},
  url = {https://hal.science/hal-04643971},
  booktitle = {{Proceeding of the European Conference on Artificial Intelligence}},
  address = {Santiago de compostela, Galicia, Spain},
  volume = {392},
  pages = {2274--2281},
  year = {2024},
  month = oct,
  doi = {10.3233/FAIA240750},
  keywords = {Link Prediction ; Graphs},
  pdf = {https://hal.science/hal-04643971v1/file/link_prediction_without_learning_2024.pdf},
  hal_id = {hal-04643971},
  hal_version = {v1}
}

Refining Wikidata Taxonomy using Large Language Models
Yiwen Peng, Thomas Bonald, Mehwish Alam
Proceedings of ACM CIKM, Boise, Idaho, United States, 2024.

@inproceedings{peng:hal-04687258,
  title = {{Refining Wikidata Taxonomy using Large Language Models}},
  author = {Peng, Yiwen and Bonald, Thomas and Alam, Mehwish},
  url = {https://hal.science/hal-04687258},
  booktitle = {{Proceedings of ACM CIKM}},
  address = {Boise, Idaho, United States},
  year = {2024},
  month = oct,
  doi = {10.1145/3627673.3679156},
  keywords = {Taxonomy ; Graph Mining ; Large Language Models ; Knowledge Graphs},
  pdf = {https://hal.science/hal-04687258v1/file/WiKC_CIKM_2024.pdf},
  hal_id = {hal-04687258},
  hal_version = {v1}
}

ASML: A Scalable and Efficient AutoML Solution for Data Streams
Nilesh Verma, Albert Bifet, Bernhard Pfahringer, Maroua Bahri
AutoML 2024 - International Conference on Automated Machine Learning, Paris, France, 2024.

@inproceedings{verma:hal-04581479,
  title = {{ASML: A Scalable and Efficient AutoML Solution for Data Streams}},
  author = {Verma, Nilesh and Bifet, Albert and Pfahringer, Bernhard and Bahri, Maroua},
  url = {https://inria.hal.science/hal-04581479},
  booktitle = {{AutoML 2024 - International Conference on Automated Machine Learning}},
  address = {Paris, France},
  year = {2024},
  month = sep,
  keywords = {AutoML ; Data stream Mining ; Data stream ; Hyperparameter optimization ; Model selection},
  pdf = {https://inria.hal.science/hal-04581479v2/file/ASML_Paper_For_AutoML_Conf_2024%20%281%29.pdf},
  hal_id = {hal-04581479},
  hal_version = {v2}
}

Simplicity Bias in Human-generated data
Jean-Louis Dessalles, Giovanni Sileno
46th Annual Conference of the CognitiveScience Society, Rotterdam, Netherlands, 2024.

@inproceedings{dessalles:hal-04990684,
  title = {{Simplicity Bias in Human-generated data}},
  author = {Dessalles, Jean-Louis and Sileno, Giovanni},
  url = {https://telecom-paris.hal.science/hal-04990684},
  booktitle = {{46th Annual Conference of the CognitiveScience Society}},
  address = {Rotterdam, Netherlands},
  organization = {{Cognitive Science Society}},
  publisher = {{University of California}},
  volume = {46},
  pages = {3637-3643},
  year = {2024},
  month = jul,
  keywords = {Simplicity ; Kolmogorov complexity ; Web frequency ; Zipf's law},
  pdf = {https://telecom-paris.hal.science/hal-04990684v1/file/qt8244x8kj.pdf},
  hal_id = {hal-04990684},
  hal_version = {v1}
}

YAGO 4.5: A Large and Clean Knowledge Base with a Rich Taxonomy
Fabian M. Suchanek, Mehwish Alam, Thomas Bonald, Lihu Chen, Pierre-Henri Paris, Jules Soria
SIGIR ’24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, Washington DC, United States, 2024.

@inproceedings{suchanek:hal-05104843,
  title = {{YAGO 4.5: A Large and Clean Knowledge Base with a Rich Taxonomy}},
  author = {Suchanek, Fabian M. and Alam, Mehwish and Bonald, Thomas and Chen, Lihu and Paris, Pierre-Henri and Soria, Jules},
  url = {https://hal.science/hal-05104843},
  booktitle = {{SIGIR '24: Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval}},
  address = {Washington DC, United States},
  publisher = {{ACM}},
  pages = {131-140},
  year = {2024},
  month = jul,
  doi = {10.1145/3626772.3657876},
  keywords = {Knowledge Bases ; Knowledge Graphs ; Taxonomies ; YAGO},
  pdf = {https://hal.science/hal-05104843v1/file/sigir-2024.pdf},
  hal_id = {hal-05104843},
  hal_version = {v1}
}

MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification
Chadi Helwe, Tom Calamai, Pierre-Henri Paris, Chloé Clavel, Fabian M Suchanek
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Mexico City, Mexico, 2024.

@inproceedings{helwe:hal-04631163,
  title = {{MAFALDA: A Benchmark and Comprehensive Study of Fallacy Detection and Classification}},
  author = {Helwe, Chadi and Calamai, Tom and Paris, Pierre-Henri and Clavel, Chlo{\'e} and Suchanek, Fabian M},
  url = {https://hal.science/hal-04631163},
  booktitle = {{Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies}},
  address = {Mexico City, Mexico},
  publisher = {{Association for Computational Linguistics}},
  volume = {1: Long Papers},
  pages = {4810-4845},
  year = {2024},
  month = jun,
  doi = {10.18653/v1/2024.naacl-long.270},
  keywords = {NLP ; Language Models ; Deep Learning ; Reasoning},
  pdf = {https://hal.science/hal-04631163v1/file/2024.naacl-long.270.pdf},
  hal_id = {hal-04631163},
  hal_version = {v1}
}

A Survey of Meaning Representations - From Theory to Practical Utility
Zacchary Sadeddine, Juri Opitz, Fabian Suchanek
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), Mexico City, Mexico, 2024.

@inproceedings{sadeddine:hal-05098841,
  title = {{A Survey of Meaning Representations - From Theory to Practical Utility}},
  author = {Sadeddine, Zacchary and Opitz, Juri and Suchanek, Fabian},
  url = {https://hal.science/hal-05098841},
  booktitle = {{Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)}},
  address = {Mexico City, Mexico},
  editor = {Duh, Kevin and Gomez, Helena and Bethard, Steven},
  publisher = {{Association for Computational Linguistics}},
  pages = {2877-2892},
  year = {2024},
  month = jun,
  doi = {10.18653/v1/2024.naacl-long.159},
  pdf = {https://hal.science/hal-05098841v1/file/naacl-2024-survey.pdf},
  hal_id = {hal-05098841},
  hal_version = {v1}
}

Mapping AI ethics: a meso-scale analysis of its charters and manifestos
Mélanie Gornet, Simon Delarue, Maria Boritchev, Tiphaine Viard
FAccT ’24: The 2024 ACM Conference on Fairness, Accountability, and Transparency, Rio de Janeiro, Brazil, 2024.

@inproceedings{gornet:halshs-04654217,
  title = {{Mapping AI ethics: a meso-scale analysis of its charters and manifestos}},
  author = {Gornet, M{\'e}lanie and Delarue, Simon and Boritchev, Maria and Viard, Tiphaine},
  url = {https://shs.hal.science/halshs-04654217},
  booktitle = {{FAccT '24: The 2024 ACM Conference on Fairness, Accountability, and Transparency}},
  address = {Rio de Janeiro, Brazil},
  publisher = {{ACM}},
  pages = {127-140},
  year = {2024},
  month = jun,
  doi = {10.1145/3630106.3658545},
  keywords = {Dialogue and pragmatics ; AI ethics manifestos ; Mesoscale analysis ; Mesosociology ; Social worlds ; Applied computing $\rightarrow$ Sociology ; AI ethics},
  pdf = {https://shs.hal.science/halshs-04654217v1/file/FaCCT_24_MapAIE-5.pdf},
  hal_id = {halshs-04654217},
  hal_version = {v1}
}

Aloha, police d’états: Un contrôle d’admission implicite ?
Thomas Bonald, Richard Combes, Fabien Mathieu
AlgoTel 2024 – 26èmes Rencontres Francophones sur lesAspects Algorithmiques des Télécommunications, Saint-Briac-sur-Mer, France, 2024.

@inproceedings{bonald:hal-04561239,
  title = {{Aloha, police d'{\'e}tats: Un contr{\^o}le d'admission implicite ?}},
  author = {Bonald, Thomas and Combes, Richard and Mathieu, Fabien},
  url = {https://hal.science/hal-04561239},
  booktitle = {{AlgoTel 2024 -- 26{\`e}mes Rencontres Francophones sur lesAspects Algorithmiques des T{\'e}l{\'e}communications}},
  address = {Saint-Briac-sur-Mer, France},
  year = {2024},
  month = may,
  keywords = {Aloha adaptatif ; analyse de performance},
  pdf = {https://hal.science/hal-04561239v1/file/aloha-cr.pdf},
  hal_id = {hal-04561239},
  hal_version = {v1}
}

Skyline Operators for Document Spanners
Antoine Amarilli, Benny Kimelfeld, Sébastien Labbé, Stefan Mengel
Leibniz International Proceedings in Informatics (LIPIcs), Paestum, Italy, 2024.

@inproceedings{amarilli:hal-04778343,
  title = {{Skyline Operators for Document Spanners}},
  author = {Amarilli, Antoine and Kimelfeld, Benny and Labb{\'e}, S{\'e}bastien and Mengel, Stefan},
  url = {https://hal.science/hal-04778343},
  booktitle = {{Leibniz International Proceedings in Informatics (LIPIcs)}},
  address = {Paestum, Italy},
  hal_local_reference = {axis:Donnees},
  publisher = {{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}},
  series = {27th International Conference on Database Theory (ICDT 2024)},
  volume = {290},
  pages = {7:1-7:18},
  year = {2024},
  month = mar,
  doi = {10.4230/LIPICS.ICDT.2024.7},
  keywords = {Information Extraction ; Document Spanners ; Query Evaluation ; Information systems $\rightarrow$ Information extraction ; Theory of computation $\rightarrow$ Database query processing and optimization (theory)},
  hal_id = {hal-04778343},
  hal_version = {v1}
}

Conjunctive Queries on Probabilistic Graphs: The Limits of Approximability
Antoine Amarilli, Timothy Bremen, Kuldeep Meel
ICDT 2024 27th International Conference on Database Theory, Paestum, Italy, 2024.

@inproceedings{amarilli:hal-04871556,
  title = {{Conjunctive Queries on Probabilistic Graphs: The Limits of Approximability}},
  author = {Amarilli, Antoine and van Bremen, Timothy and Meel, Kuldeep},
  url = {https://hal.science/hal-04871556},
  booktitle = {{ICDT 2024 27th International Conference on Database Theory}},
  address = {Paestum, Italy},
  publisher = {{Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}},
  series = {Leibniz International Proceedings in Informatics (LIPIcs)},
  volume = {27th International Conference on Database Theory},
  year = {2024},
  month = mar,
  doi = {10.4230/LIPIcs.ICDT.2024.15},
  keywords = {Approximation ; Theory of computation $\rightarrow$ Database query processing and optimization (theory) ; Tuple-independent databases ; Probabilistic query evaluation},
  hal_id = {hal-04871556},
  hal_version = {v1}
}

Ranked Enumeration for MSO on Trees via Knowledge Compilation
Antoine Amarilli, Pierre Bourhis, Florent Capelli, Mikaël Monet
27th International Conference on Database Theory (ICDT 2024), Paestum, Italy, 2024. 26 pages; th....

@inproceedings{amarilli:hal-04377344,
  title = {{Ranked Enumeration for MSO on Trees via Knowledge Compilation}},
  author = {Amarilli, Antoine and Bourhis, Pierre and Capelli, Florent and Monet, Mika{\"e}l},
  url = {https://inria.hal.science/hal-04377344},
  note = {26 pages; this is the authors version of the corresponding ICDT'24 article},
  booktitle = {{27th International Conference on Database Theory (ICDT 2024)}},
  address = {Paestum, Italy},
  hal_local_reference = {Axe : Contraintes},
  volume = {290},
  number = {25},
  pages = {5:1--25:18},
  year = {2024},
  month = mar,
  doi = {10.4230/LIPIcs.ICDT.2024.25},
  keywords = {2012 ACM Subject Classification Information systems $\rightarrow$ Relational database model phrases Enumeration ; 2012 ACM Subject Classification Information systems $\rightarrow$ Relational database model phrases Enumeration knowledge compilation monadic second-order logic Digital Object Identifier 10.4230/LIPIcs ; monadic second-order logic ; knowledge compilation},
  pdf = {https://inria.hal.science/hal-04377344v2/file/ranked.pdf},
  hal_id = {hal-04377344},
  hal_version = {v2}
}

Learning High-Quality and General-Purpose Phrase Representations
Lihu Chen, Gaël Varoquaux, Fabian M. Suchanek
EACL 2024 - The 18th Conference of the European Chapter of the Association for Computational Linguistics, La Valette, Malta, 2024.

@inproceedings{chen:hal-04465022,
  title = {{Learning High-Quality and General-Purpose Phrase Representations}},
  author = {Chen, Lihu and Varoquaux, Ga{\"e}l and Suchanek, Fabian M.},
  url = {https://telecom-paris.hal.science/hal-04465022},
  booktitle = {{EACL 2024 - The 18th Conference of the European Chapter of the Association for Computational Linguistics}},
  address = {La Valette, Malta},
  year = {2024},
  month = mar,
  pdf = {https://telecom-paris.hal.science/hal-04465022v1/file/eacl-2024.pdf},
  hal_id = {hal-04465022},
  hal_version = {v1}
}

Interpretive flexibility in data science and artificial intelligence
Tiphaine Viard, Mélanie Gornet, Simon Delarue
Undone Computer Science, Nantes, France, 2024.

@inproceedings{viard:halshs-04579125,
  title = {{Interpretive flexibility in data science and artificial intelligence}},
  author = {Viard, Tiphaine and Gornet, M{\'e}lanie and Delarue, Simon},
  url = {https://shs.hal.science/halshs-04579125},
  booktitle = {{Undone Computer Science}},
  address = {Nantes, France},
  year = {2024},
  month = feb,
  keywords = {Sociology of artificial intelligence ; Science and technological studies},
  pdf = {https://shs.hal.science/halshs-04579125v1/file/Undonecs_2024_abstract_11.pdf},
  hal_id = {halshs-04579125},
  hal_version = {v1}
}

proceedings

Knowledge Engineering and Knowledge Management : 24th International Conference, EKAW 2024, Amsterdam, The Netherlands, November 26–28, 2024, Proceedings
Mehwish Alam, Marco Rospocher, Marieke Erp, Laura Hollink, Genet Asefa Gesese
EKAW 2024 : 24th International Conference on Knowledge Engineering and Knowledge Management, Amsterdam, Netherlands, 2024.

@proceedings{alam:hal-05111875,
  title = {{Knowledge Engineering and Knowledge Management : 24th International Conference, EKAW 2024, Amsterdam, The Netherlands, November 26--28, 2024, Proceedings}},
  author = {Alam, Mehwish and Rospocher, Marco and van Erp, Marieke and Hollink, Laura and Gesese, Genet Asefa},
  url = {https://hal.science/hal-05111875},
  booktitle = {{EKAW 2024 : 24th International Conference on Knowledge Engineering and Knowledge Management}},
  address = {Amsterdam, Netherlands},
  publisher = {{Springer}},
  series = {Lecture Notes in Computer Science},
  volume = {15370},
  pages = {XV, 492},
  year = {2024},
  month = nov,
  doi = {10.1007/978-3-031-77792-9},
  keywords = {Language Models (LMs) ; Knowledge Discovery ; Artificial Intelligence ; Computational Linguistics ; Computer Science ; Knowledge Representation ; Knowledge-Based System ; Ontologies ; Semantic Web ; World Wide Web ; Knowledge Engineering},
  hal_id = {hal-05111875},
  hal_version = {v1}
}

Knowledge Graphs in the Age of Language Models and Neuro-Symbolic AI : Proceedings of the 20th International Conference on Semantic Systems, 17–19 September 2024, Amsterdam, The Netherlands
Angelo Salatino, Mehwish Alam, Femke Ongenae, Sahar Vahdati, Anna-Lisa Gentile, Tassilo Pellegrini, Shufan Jiang
20th International Conference on Semantic Systems, Amsterdam, Netherlands, 2024.

@proceedings{salatino:hal-05113241,
  title = {{Knowledge Graphs in the Age of Language Models and Neuro-Symbolic AI : Proceedings of the 20th International Conference on Semantic Systems, 17--19 September 2024, Amsterdam, The Netherlands}},
  author = {Salatino, Angelo and Alam, Mehwish and Ongenae, Femke and Vahdati, Sahar and Gentile, Anna-Lisa and Pellegrini, Tassilo and Jiang, Shufan},
  url = {https://hal.science/hal-05113241},
  booktitle = {{20th International Conference on Semantic Systems}},
  address = {Amsterdam, Netherlands},
  publisher = {{IOS Press}},
  series = {Studies on the Semantic Web},
  volume = {60},
  pages = {V-437},
  year = {2024},
  month = sep,
  doi = {10.3233/SSW60},
  keywords = {Knowledge Graphs ; Artificial Intelligence ; Semantic Web ; Linked Data ; Machine Learning ; Knowledge Discovery ; Neuro-Symbolic AI ; Large Language Models ; Decentralized Web ; Semantic Systems},
  hal_id = {hal-05113241},
  hal_version = {v1}
}

The Semantic Web : 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26–30, 2024, Proceedings, Part I
Albert Meroño Peñuela, Anastasia Dimou, Raphaël Troncy, Olaf Hartig, Maribel Acosta, Mehwish Alam, Heiko Paulheim, Pasquale Lisena
The Semantic Web, 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26–30, 2024, Proceedings, Part I, Crete, Greece, 2024.

@proceedings{meronopenuela:hal-05113235,
  title = {{The Semantic Web : 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26--30, 2024, Proceedings, Part I}},
  author = {Mero{\~n}o Pe{\~n}uela, Albert and Dimou, Anastasia and Troncy, Rapha{\"e}l and Hartig, Olaf and Acosta, Maribel and Alam, Mehwish and Paulheim, Heiko and Lisena, Pasquale},
  url = {https://hal.science/hal-05113235},
  booktitle = {{The Semantic Web, 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26--30, 2024, Proceedings, Part I}},
  address = {Crete, Greece},
  publisher = {{Springer}},
  series = {Lecture Notes in Computer Science},
  volume = {14664},
  pages = {XXVI, 344},
  year = {2024},
  month = may,
  doi = {10.1007/978-3-031-60626-7},
  keywords = {Semantic web description languages ; Knowledge representation and reasoning ; Logic ; World wide web ; Machine learning ; Information retrieval ; Natural language processing ; Interaction design ; Generative AI ; Large Language Model ; Resource Description Framework (RDF)},
  hal_id = {hal-05113235},
  hal_version = {v1}
}

The Semantic Web : 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26–30, 2024, Proceedings, Part II
Albert Meroño Peñuela, Anastasia Dimou, Raphaël Troncy, Olaf Hartig, Maribel Acosta, Mehwish Alam, Heiko Paulheim, Pasquale Lisena
The Semantic Web, 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26–30, 2024, Proceedings, Part II, Crete Island, Greece, 2024.

@proceedings{meronopenuela:hal-05113239,
  title = {{The Semantic Web : 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26--30, 2024, Proceedings, Part II}},
  author = {Mero{\~n}o Pe{\~n}uela, Albert and Dimou, Anastasia and Troncy, Rapha{\"e}l and Hartig, Olaf and Acosta, Maribel and Alam, Mehwish and Paulheim, Heiko and Lisena, Pasquale},
  url = {https://hal.science/hal-05113239},
  booktitle = {{The Semantic Web, 21st International Conference, ESWC 2024, Hersonissos, Crete, Greece, May 26--30, 2024, Proceedings, Part II}},
  address = {Crete Island, Greece},
  series = {Lecture Notes in Computer Science},
  volume = {14665},
  pages = {XXVI, 252},
  year = {2024},
  month = may,
  doi = {10.1007/978-3-031-60635-9},
  keywords = {Information retrieval ; Large Language Model ; Generative AI ; Interaction design ; Natural language processing ; Machine learning ; World wide web ; Logic ; Knowledge representation and reasoning ; Semantic web description languages ; Resource Description Framework (RDF)},
  hal_id = {hal-05113239},
  hal_version = {v1}
}

Journal Articles

Do Language Models Enjoy Their Own Stories? Prompting Large Language Models for Automatic Story Evaluation
Cyril Chhun, Fabian M. Suchanek, Chloé Clavel
Transactions of the Association for Computational Linguistics, 2024. TACL, pre-MI....

@article{chhun:hal-04593961,
  title = {{Do Language Models Enjoy Their Own Stories? Prompting Large Language Models for Automatic Story Evaluation}},
  author = {Chhun, Cyril and Suchanek, Fabian M. and Clavel, Chlo{\'e}},
  url = {https://hal.science/hal-04593961},
  note = {TACL, pre-MIT Press publication version},
  journal = {{Transactions of the Association for Computational Linguistics}},
  publisher = {{The MIT Press}},
  volume = {12},
  pages = {1122--1142},
  year = {2024},
  month = sep,
  doi = {10.1162/tacl\_a\_00689},
  keywords = {Text generation ; Natural language processing ; Large language models},
  pdf = {https://hal.science/hal-04593961v2/file/tacl_a_00689%20%281%29.pdf},
  hal_id = {hal-04593961},
  hal_version = {v2}
}

Tractable Circuits in Database Theory
Antoine Amarilli, Florent Capelli
SIGMOD record, 2024.

@article{amarilli:hal-04871509,
  title = {{Tractable Circuits in Database Theory}},
  author = {Amarilli, Antoine and Capelli, Florent},
  url = {https://hal.science/hal-04871509},
  journal = {{SIGMOD record}},
  hal_local_reference = {Axe: Contraintes},
  publisher = {{ACM}},
  volume = {53},
  number = {2},
  pages = {6-20},
  year = {2024},
  month = jul,
  doi = {10.1145/3685980.3685982},
  hal_id = {hal-04871509},
  hal_version = {v1}
}

Finding Subgraphs with Maximum Total Density and Limited Overlap in Weighted Hypergraphs
Oana Balalau, Francesco Bonchi, T-H. Hubert Chan, Francesco Gullo, Mauro Sozio, Hao Xie
ACM Transactions on Knowledge Discovery from Data (TKDD), 2024.

@article{balalau:hal-04870686,
  title = {{Finding Subgraphs with Maximum Total Density and Limited Overlap in Weighted Hypergraphs}},
  author = {Balalau, Oana and Bonchi, Francesco and Chan, T-H. Hubert and Gullo, Francesco and Sozio, Mauro and Xie, Hao},
  url = {https://inria.hal.science/hal-04870686},
  journal = {{ACM Transactions on Knowledge Discovery from Data (TKDD)}},
  publisher = {{ACM}},
  volume = {18},
  number = {4},
  pages = {1-21},
  year = {2024},
  month = feb,
  doi = {10.1145/3639410},
  keywords = {Densest subgraphs ; Weighted hypergraphs},
  pdf = {https://inria.hal.science/hal-04870686v1/file/main.pdf},
  hal_id = {hal-04870686},
  hal_version = {v1}
}

Completeness, Recall, and Negation in Open-World Knowledge Bases: A Survey
Fabian M. Suchanek, Simon Razniewski, Hiba Arnaout, Shrestha Ghosh
ACM Computing Surveys, 2024.

@article{suchanek:hal-04461994,
  title = {{Completeness, Recall, and Negation in Open-World Knowledge Bases: A Survey}},
  author = {Suchanek, Fabian M. and Razniewski, Simon and Arnaout, Hiba and Ghosh, Shrestha},
  url = {https://telecom-paris.hal.science/hal-04461994},
  journal = {{ACM Computing Surveys}},
  publisher = {{Association for Computing Machinery}},
  year = {2024},
  keywords = {knowledge bases ; knowledge graph ; completeness ; survey},
  pdf = {https://telecom-paris.hal.science/hal-04461994v1/file/acm-csur-2023.pdf},
  hal_id = {hal-04461994},
  hal_version = {v1}
}

2023

Conference Articles

From Probabilistic Programming to Complexity-based Programming
Giovanni Sileno, Jean-Louis Dessalles
European Conference on Artificial Intelligence, Kraków, Poland, 2023.

@inproceedings{sileno:hal-04464156,
  title = {{From Probabilistic Programming to Complexity-based Programming}},
  author = {Sileno, Giovanni and Dessalles, Jean-Louis},
  url = {https://hal.science/hal-04464156},
  booktitle = {{European Conference on Artificial Intelligence}},
  address = {Krak{\'o}w, Poland},
  publisher = {{Springer Nature Switzerland}},
  series = {Communications in Computer and Information Science},
  volume = {1948},
  pages = {304-317},
  year = {2023},
  month = sep,
  doi = {10.1007/978-3-031-50485-3\_32},
  keywords = {Complexity-based programming Simplicity Theory Causal models Descriptive models Probability Relevant descriptions Negation Kolmogorov complexity Answer Set Programming ; Complexity-based programming ; Simplicity Theory ; Causal models ; Descriptive models ; Probability ; Relevant descriptions ; Negation ; Kolmogorov complexity ; Answer Set Programming},
  pdf = {https://hal.science/hal-04464156v1/file/HYDRA2023.pdf},
  hal_id = {hal-04464156},
  hal_version = {v1}
}

PyClause -Simple and Efficient Rule Handling for Knowledge Graphs
Patrick Betz, Luis Galárraga, Simon Ott, Christian Meilicke, Fabian Suchanek, Heiner Stuckenschmidt
Thirty-Third International Joint Conference on Artificial Intelligence {33 IJCAI-24}, Jeju, South Korea, 2023.

@inproceedings{betz:hal-04881755,
  title = {{PyClause -Simple and Efficient Rule Handling for Knowledge Graphs}},
  author = {Betz, Patrick and Gal{\'a}rraga, Luis and Ott, Simon and Meilicke, Christian and Suchanek, Fabian and Stuckenschmidt, Heiner},
  url = {https://inria.hal.science/hal-04881755},
  booktitle = {{Thirty-Third International Joint Conference on Artificial Intelligence \{33 IJCAI-24\}}},
  address = {Jeju, South Korea},
  publisher = {{International Joint Conferences on Artificial Intelligence Organization}},
  pages = {8610-8613},
  year = {2023},
  month = aug,
  doi = {10.24963/ijcai.2024/991},
  keywords = {Data Mining ; Knowledge graphs and knowledge base completion ; Knowledge Representation and Reasoning ; Learning and reasoning Knowledge Representation and Reasoning ; Semantic Web},
  pdf = {https://inria.hal.science/hal-04881755v1/file/IJCAI_2024_demo_paper.pdf},
  hal_id = {hal-04881755},
  hal_version = {v1}
}