Hanna ABI AKL Professor and Researcher in AI

Identifiants chercheurs

IdHAL :

hanna-abi-akl

ORCID :

0000-0001-9829-7401

arXiv :

abiakl_h_1

Présentation

Professor and researcher in logic, language and computation. Research interests include neuro-symbolic artificial intelligence, knowledge representation, knowledge graphs, ontologies, natural language processing and the semantic web. Currently working as a researcher at INRIA and professor at Data ScienceTech Institute. Strong industrial experience as a Software Engineer, Data Scientist and Machine Learning Engineer. Published poet and novelist.

Publications

Communication dans un congrès (12)

Généraliser l'adaptation de modèles de langue frugaux pour l'extraction de motifs RDF à partir de texte, à des relations de type Datatype et Object property Célian Ringwald,Fabien Gandon,Catherine Faron,Franck Michel,Hanna Abi Akl EGC 2026 - 26émé conférence francophone sur l'extraction et la gestion des connaissances, EGC, Jan 2026, Langlet, France. RNTI-E-42, pp.399-406 Communication dans un congrès hal-05565922v1
Investigating Language Model Capabilities to Represent and Process Formal Knowledge: A Preliminary Study to Assist Ontology Engineering Hanna Abi Akl the International Joint Conference on Rules and Reasoning (RuleML+RR) 2025, Sep 2025, Instabul, Turkey Communication dans un congrès hal-05248053v2
Overcoming the Generalization Limits of SLM Finetuning for Shape-Based Extraction of Datatype and Object Properties Célian Ringwald,Fabien Gandon,Catherine Faron,Franck Michel,Hanna Abi Akl KCAP 2025 - Thirteenth International Conference on Knowledge Capture, ACM, Dec 2025, Dayton, OH, USA,, United States. pp.9-17, ⟨10.1145/3731443.3771342⟩ Communication dans un congrès hal-05285428v2
Kastor: Fine-tuned Small Language Models for Shape-based Active Relation Extraction Celian Ringwald,Fabien Gandon,Catherine Faron,Franck Michel,Hanna Abi Akl Extended Semantic Web Conference 2025, Jun 2025, Portoroz, France. ⟨10.1007/978-3-031-94575-5_6⟩ Communication dans un congrès hal-05078493v1
Knowledge Graphs can play together: Addressing knowledge graph alignment from ontologies in the biomedical domain Hanna Abi Akl,Dominique Mariko,Yann-Alan Pilatte,Stéphane Durfort,Nesrine Yahiaouiet al. KDIR 2024 - 16th International Conference on Knowledge Discovery and Information Retrieval, Nov 2024, Porto, Portugal Communication dans un congrès hal-04708946v1
Project SHADOW: Symbolic Higher-order Associative Deductive reasoning On Wikidata using LM probing Hanna Abi Akl NATL 2024 - 10th International Conference on Natural Language Computing, Nov 2024, Melbourne, Australia Communication dans un congrès hal-04706047v1
NeSy is alive and well: A LLM-driven symbolic approach for better code comment data generation and classification Hanna Abi Akl ESWC 2024 - Extended Semantic Web Conference, Albert Meroño Peñuela; Anastasia Dimou; Raphaël Troncy; Olaf Hartig; Maribel Acosta; Mehwish Alam; Heiko Paulheim; Joe Raad; Bruno Sartini, May 2024, Hersonissos, Greece Communication dans un congrès hal-04481420v1
Well-Written Knowledge Graphs: Most Effective RDF Syntaxes for Triple Linearization in End-to-End Extraction of Relations from Texts (Student Abstract) Célian Ringwald,Fabien Gandon,Catherine Faron,Franck Michel,Hanna Abi Akl AAAI 2024 - 38th Annual AAAI Conference on Artificial Intelligence, Association for the Advancement of Artificial Intelligence, Feb 2024, Vancouver, Canada. pp.23631-23632, ⟨10.1609/aaai.v38i21.30502⟩ Communication dans un congrès hal-04384724v1
12 shades of RDF: Impact of Syntaxes on Data Extraction with Language Models Célian Ringwald,Fabien Gandon,Catherine Faron,Franck Michel,Hanna Abi Akl ESWC 2024 Extended Semantic Web Conference, May 2024, Hersonissos, Greece. pp.81-91, ⟨10.1007/978-3-031-78952-6_8⟩ Communication dans un congrès hal-04581124v1
DSTI at LLMs4OL 2024 Task A: Intrinsic versus extrinsic knowledge for type classification Hanna Abi Akl 1st LLMs4OL Challenge @ ISWC 2024, Nov 2024, Maryland / USA, United States Communication dans un congrès hal-04678365v1
PSYCHIC: A Neuro-Symbolic Framework for Knowledge Graph Question-Answering Grounding Hanna Abi Akl ISWC 2023 - International semantic web conference, Juanzi Li; Manolis Koubarakis; Valentina Ivanova; Wen Zhang; Dimitris Plexousakis; Vassilis Christophides; Heng Ji; Haofen Wang; Andrea Nuzzolese; Evgeny Kharlamov; Zoi Kaoudi; Gong Cheng; Heiko Paulheim; Cogan Shimizu; Eleni Tsalapati; Ioannis Chrysakis; George Vouros; Ioannis Karatzanis; Lei Hou; Terry R. Payne; Valentina Presutti; Guilin Qi; María Poveda-Villalón; Bo Fu; Giorgos Stoilos; Laura Hollink; Jose Manuel Gomez-Perez; Daniel Garijo; Claudia d’Amato; Jeff Z. Pan; Irini Fundulaki; Kozaki Kouji, Nov 2023, Athens (Greece), Greece Communication dans un congrès hal-04311370v1
A ML-LLM pairing for better code comment classification Hanna Abi Akl FIRE (Forum for Information Retrieval Evaluation) 2023, Prasenjit Majumder; Kripabandhu Ghosh; Thomas Mandl; Debasis Ganguly; Parth Gupta; Bhaskar Mitra; Srijoni Majumdar; Jyoti D Pawar; Pabitra Mitra; Parth Mehta, Dec 2023, Goa, India Communication dans un congrès hal-04311401v1

Poster de conférence (3)

Learning Pattern-Based Extractors from Natural Language and Knowledge Graphs Applying Large Language Models to Wikipedia & the Linked Open Data (POSTER) Celian Ringwald,Fabien Gandon,Catherine Faron,Franck Michel,Hanna Abi Akl AAAI 2024 - 38th Annual AAAI Conference on Artificial Intelligence, Feb 2024, Vancouver, France. Poster de conférence hal-04526139v1
Well-written Knowledge Graphs Most Effective RDF Syntaxes for Triple Linearization in End-to-End Extraction of Relations from Text (Student Abstract) Celian Ringwald,Fabien Gandon,Catherine Faron,Franck Michel,Hanna Abi Akl AAAI 24 - 38th Annual AAAI Conference on Artificial Intelligence, Feb 2024, Vancouver, Canada. Poster de conférence hal-04526132v1
Learning RDF pattern extractors from natural language and knowledge graphs -application to Wikipedia and the LOD (Poster) Celian Ringwald,Fabien Gandon,Catherine Faron,Franck Michel,Hanna Abi Akl ISWS 2023 - International Semantic Web Research Summer School / GEMSS 2023 - Generative Modeling Summer School, Jun 2023, Bertinoro, Italy / Copenhague, Denmark. , 2023 Poster de conférence hal-04175511v1

Pré-publication, Document de travail (1)

A systematic review of relation extraction task since the emergence of Transformers Celian Ringwald,Fabien Gandon,Catherine Faron,Franck Michel,Hanna Abi Akl 2025 Pré-publication, Document de travail hal-05349792v2