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ORCIDHamed Babaei Giglou
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Journal Articles
- 2023
[j1]Fakhare Alam
, Hamed Babaei Giglou, Khalid Mahmood Malik:
Automated clinical knowledge graph generation framework for evidence based medicine. Expert Syst. Appl. 233: 120964 (2023)
Conference and Workshop Papers
- 2025
- [c25]Hamed Babaei Giglou, Jennifer D'Souza, Oliver Karras, Sören Auer:
OntoAligner: A Comprehensive Modular and Robust Python Toolkit for Ontology Alignment. ESWC (2) 2025: 174-191 - [c24]Sameer Sadruddin, Jennifer D'Souza, Eleni Poupaki, Alex Watkins, Hamed Babaei Giglou, Anisa Rula, Bora Karasulu, Sören Auer, Adrie Mackus, Erwin Kessels:
LLMs4SchemaDiscovery: A Human-in-the-Loop Workflow for Scientific Schema Mining with Large Language Models. ESWC (2) 2025: 244-261 - 2024
- [c23]Jennifer D'Souza, Salomon Kabongo, Hamed Babaei Giglou, Yue Zhang:
Overview of the CLEF 2024 SimpleText Task 4: SOTA? Tracking the State-of-the-Art in Scholarly Publications. CLEF (Working Notes) 2024: 3163-3173 - [c22]Mostafa Rahgouy, Hamed Babaei Giglou, Mehnaz Tabassum, Dongji Feng, Amit Das, Taher Rahgooy, Gerry V. Dozier, Cheryl D. Seals:
Towards Effective Authorship Attribution: Integrating Class-Incremental Learning. CogMI 2024: 56-65 - [c21]Liana Ermakova, Eric SanJuan, Stéphane Huet, Hosein Azarbonyad, Federica Vezzani, Giorgio Maria Di Nunzio, Jennifer D'Souza, Salomon Kabongo, Hamed Babaei Giglou, Yue Zhang, Sören Auer, Jaap Kamps:
CLEF 2024 SimpleText Track: Améliorer l'accès aux textes scientifiques pour tous. CORIA 2024 - [c20]Liana Ermakova, Eric SanJuan, Stéphane Huet, Hosein Azarbonyad, Giorgio Maria Di Nunzio, Federica Vezzani, Jennifer D'Souza, Salomon Kabongo, Hamed Babaei Giglou, Yue Zhang, Sören Auer, Jaap Kamps:
CLEF 2024 SimpleText Track - Improving Access to Scientific Texts for Everyone. ECIR (6) 2024: 28-35 - [c19]Hamed Babaei Giglou, Jennifer D'Souza, Felix Engel, Sören Auer:
LLMs4OM: Matching Ontologies with Large Language Models. ESWC Satellite Events (1) 2024: 25-35 - [c18]Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer:
LLMs4Synthesis: Leveraging Large Language Models for Scientific Synthesis. JCDL 2024: 31:1-31:12 - [c17]Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer:
Preface for LLMs4OL 2024: The 1st Large Language Models for Ontology Learning Challenge at the 23rd ISWC. LLMs4OL@ISWC 2024: 1-2 - [c16]Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer:
LLMs4OL 2024 Overview: The 1st Large Language Models for Ontology Learning Challenge. LLMs4OL@ISWC 2024: 3-16 - [c15]Hamed Babaei Giglou, Jennifer D'Souza, Sameer Sadruddin, Sören Auer:
LLMs4OL 2024 Datasets: Toward Ontology Learning with Large Language Models. LLMs4OL@ISWC 2024: 17-30 - [c14]Mahsa Sanaei, Fatemeh Azizi, Hamed Babaei Giglou:
Phoenixes at LLMs4OL 2024 Tasks A, B, and C: Retrieval Augmented Generation for Ontology Learning. LLMs4OL@ISWC 2024: 39-47 - [c13]Hamed Babaei Giglou, Tilahun Abedissa Taffa, Rana Abdullah, Aida Usmanova, Ricardo Usbeck, Jennifer D'Souza, Sören Auer:
Scholarly Question Answering Using Large Language Models in the NFDI4DataScience Gateway. NSLP 2024: 3-18 - 2023
- [c12]Hamed Babaei Giglou, Mostafa Rahgouy, Jennifer D'Souza, Milad Molazadeh Oskuee, Hadi Bayrami Asl Tekanlou, Cheryl D. Seals:
Leveraging Large Language? Models with Multiple Loss Learners for Few-Shot Author Profiling. CLEF (Working Notes) 2023: 2539-2551 - [c11]Mostafa Rahgouy, Hamed Babaei Giglou, Dongji Feng, Taher Rahgooy, Gerry V. Dozier, Cheryl D. Seals:
Navigating the Fermi Multiverse: Assessing LLMs for Complex Multi-hop Queries. NL4AI@AI*IA 2023 - [c10]Milad Molazadeh Oskuee, Mostafa Rahgouy, Hamed Babaei Giglou, Cheryl D. Seals:
T.M. Scanlon at SemEval-2023 Task 4: Leveraging Pretrained Language Models for Human Value Argument Mining with Contrastive Learning. SemEval@ACL 2023: 603-608 - [c9]Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer:
LLMs4OL: Large Language Models for Ontology Learning. ISWC 2023: 408-427 - 2022
- [c8]Hamed Babaei Giglou, Mostafa Rahgouy, Ali Rahmati, Taher Rahgooy, Cheryl D. Seals:
Profiling Irony and Stereotype Spreaders with Encoding Dependency Information using Graph Convolutional Network. CLEF (Working Notes) 2022: 2391-2401 - [c7]Mostafa Rahgouy, Hamed Babaei Giglou, Taher Rahgooy, Cheryl D. Seals:
NULL at SemEval-2022 Task 6: Intended Sarcasm Detection Using Stylistically Fused Contextualized Representation and Deep Learning. SemEval@NAACL 2022: 862-870 - 2021
- [c6]Hamed Babaei Giglou, Taher Rahgooy, Jafar Razmara, Mostafa Rahgouy, Zahra Rahgooy:
Profiling Haters on Twitter using Statistical and Contextualized Embeddings. CLEF (Working Notes) 2021: 1813-1821 - [c5]Hamed Babaei Giglou, Taher Rahgooy, Mostafa Rahgouy, Jafar Razmara:
UoT-UWF-PartAI at SemEval-2021 Task 5: Self Attention Based Bi-GRU with Multi-Embedding Representation for Toxicity Highlighter. SemEval@ACL/IJCNLP 2021: 948-952 - 2020
- [c4]Hamed Babaei Giglou, Jafar Razmara, Mostafa Rahgouy, Mahsa Sanaei:
LSACoNet: A Combination of Lexical and Conceptual Features for Analysis of Fake News Spreaders on Twitter. CLEF (Working Notes) 2020 - 2019
- [c3]Hamed Babaei Giglou, Mostafa Rahgouy, Taher Rahgooy, Mohammad Karami Sheykhlan, Erfan Mohammadzadeh:
Author Profiling: Bot and Gender Prediction using a Multi-Aspect Ensemble Approach. CLEF (Working Notes) 2019 - [c2]Mostafa Rahgouy, Hamed Babaei Giglou, Taher Rahgooy, Mohammad Karami Sheykhlan, Erfan Mohammadzadeh:
Cross-domain Authorship Attribution: Author Identification using a Multi-Aspect Ensemble Approach. CLEF (Working Notes) 2019 - 2018
- [c1]Mostafa Rahgouy, Hamed Babaei Giglou, Taher Rahgooy, Hasan Zeynali, Salar Khayat Mirza Rasouli:
Author Masking Directed by Author's Style: Notebook for PAN at CLEF 2018. CLEF (Working Notes) 2018
Editorship
- 2024
- [e1]Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer:
LLMs4OL 2024: The 1st Large Language Models for Ontology Learning Challenge at the 23rd ISWC, Co-located with the 23rd International Semantic Web Conference (ISWC 2024), Baltimore, Maryland, USA, November 11-15, 2024. Open Conference Proceedings 4, TIB Open Publishing 2024 [contents]
Informal and Other Publications
- 2025
- [i12]Hamed Babaei Giglou, Jennifer D'Souza, Oliver Karras, Sören Auer:
OntoAligner: A Comprehensive Modular and Robust Python Toolkit for Ontology Alignment. CoRR abs/2503.21902 (2025) - [i11]Sameer Sadruddin, Jennifer D'Souza, Eleni Poupaki, Alex Watkins, Hamed Babaei Giglou, Anisa Rula, Bora Karasulu, Sören Auer, Adrie Mackus, Erwin Kessels:
LLMs4SchemaDiscovery: A Human-in-the-Loop Workflow for Scientific Schema Mining with Large Language Models. CoRR abs/2504.00752 (2025) - [i10]Hadi Bayrami Asl Tekanlou, Jafar Razmara, Mahsa Sanaei, Mostafa Rahgouy, Hamed Babaei Giglou:
Homa at SemEval-2025 Task 5: Aligning Librarian Records with OntoAligner for Subject Tagging. CoRR abs/2504.21474 (2025) - [i9]Jennifer D'Souza, Hamed Babaei Giglou, Quentin Münch:
YESciEval: Robust LLM-as-a-Judge for Scientific Question Answering. CoRR abs/2505.14279 (2025) - 2024
- [i8]Hamed Babaei Giglou, Jennifer D'Souza, Felix Engel, Sören Auer:
LLMs4OM: Matching Ontologies with Large Language Models. CoRR abs/2404.10317 (2024) - [i7]Hamed Babaei Giglou, Tilahun Abedissa Taffa, Rana Abdullah, Aida Usmanova, Ricardo Usbeck, Jennifer D'Souza, Sören Auer:
Scholarly Question Answering using Large Language Models in the NFDI4DataScience Gateway. CoRR abs/2406.07257 (2024) - [i6]Mostafa Rahgouy, Hamed Babaei Giglou, Mehnaz Tabassum, Dongji Feng, Amit Das, Taher Rahgooy, Gerry V. Dozier, Cheryl D. Seals:
Towards Effective Authorship Attribution: Integrating Class-Incremental Learning. CoRR abs/2408.08900 (2024) - [i5]Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer:
LLMs4OL 2024 Overview: The 1st Large Language Models for Ontology Learning Challenge. CoRR abs/2409.10146 (2024) - [i4]Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer:
LLMs4Synthesis: Leveraging Large Language Models for Scientific Synthesis. CoRR abs/2409.18812 (2024) - 2023
- [i3]Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer:
LLMs4OL: Large Language Models for Ontology Learning. CoRR abs/2307.16648 (2023) - 2021
- [i2]Hamed Babaei Giglou, Taher Rahgooy, Mostafa Rahgouy, Jafar Razmara:
UoT-UWF-PartAI at SemEval-2021 Task 5: Self Attention Based Bi-GRU with Multi-Embedding Representation for Toxicity Highlighter. CoRR abs/2104.13164 (2021) - [i1]Narges Farokhshad, Milad Molazadeh, Saman Jamalabbasi, Hamed Babaei Giglou, Saeed Bibak:
ViraPart: A Text Refinement Framework for ASR and NLP Tasks in Persian. CoRR abs/2110.09086 (2021)
Coauthor Index
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