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ORCIDGollam Rabby
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Journal Articles
- 2023
[j4]Gollam Rabby, Jennifer D'Souza, Allard Oelen, Lucie Dvorackova, Vojtech Svátek, Sören Auer:
Impact of COVID-19 research: a study on predicting influential scholarly documents using machine learning and a domain-independent knowledge graph. J. Biomed. Semant. 14(1): 18 (2023)- [j3]Gollam Rabby
, Petr Berka:
Multi-class classification of COVID-19 documents using machine learning algorithms. J. Intell. Inf. Syst. 60(2): 571-591 (2023) - 2022
- [j2]Lucie Beranová, Marcin P. Joachimiak, Tomás Kliegr, Gollam Rabby, Vilém Sklenák:
Why was this cited? Explainable machine learning applied to COVID-19 research literature. Scientometrics 127(5): 2313-2349 (2022) - 2020
- [j1]Gollam Rabby, Saiful Azad, Mufti Mahmud, Kamal Z. Zamli, Mohammed Mostafizur Rahman:
TeKET: a Tree-Based Unsupervised Keyphrase Extraction Technique. Cogn. Comput. 12(4): 811-833 (2020)
Conference and Workshop Papers
- 2024
- [c6]Jean Petit Bikim, Carick Appolinaire Atezong Ymele, Azanzi Jiomekong, Allard Oelen, Gollam Rabby, Jennifer D'Souza, Sören Auer:
Leveraging GPT Models For Semantic Table Annotation. SemTab@ISWC 2024: 43-53 - 2023
- [c5]Gollam Rabby, Farhana Keya, Vojtech Svátek, Blerina Spahiu:
Pruning and re-ranking the frequent patterns in knowledge graph profiling using machine learning. LDK 2023: 607-611 - 2022
- [c4]Gollam Rabby, Vojtech Svátek, Petr Berka:
Augmenting a COVID-19 Research Knowledge Graph with Influential Papers Prediction. SEMANTiCS (Posters & Demos) 2022 - 2020
- [c3]Viet Bach Nguyen, Vojtech Svátek, Gollam Rabby, Óscar Corcho:
Ontologies Supporting Research-Related Information Foraging Using Knowledge Graphs: Literature Survey and Holistic Model Mapping. EKAW 2020: 88-103 - [c2]Viet Bach Nguyen, Vojtech Svátek, Gollam Rabby, Ondrej Zamazal:
OReCaP - Towards Ontology Reuse via Focused Categorization Power. ISWC (Demos/Industry) 2020: 295-300 - 2018
- [c1]Gollam Rabby, Saiful Azad, Mufti Mahmud, Kamal Z. Zamli, Mohammed Mostafizur Rahman:
A Flexible Keyphrase Extraction Technique for Academic Literature. ICCSCI 2018: 553-563
Informal and Other Publications
- 2025
- [i8]Diyana Muhammed, Gollam Rabby, Sören Auer:
SelfCheckAgent: Zero-Resource Hallucination Detection in Generative Large Language Models. CoRR abs/2502.01812 (2025) - [i7]Christoph Schuhmann, Gollam Rabby, Ameya Prabhu, Tawsif Ahmed, Andreas Hochlehnert, Huu Nguyen, Nick Akinci Heidrich, Ludwig Schmidt, Robert Kaczmarczyk, Sören Auer, Jenia Jitsev, Matthias Bethge:
Project Alexandria: Towards Freeing Scientific Knowledge from Copyright Burdens via LLMs. CoRR abs/2502.19413 (2025) - [i6]Farhana Keya, Gollam Rabby, Prasenjit Mitra, Sahar Vahdati, Sören Auer, Mohamad Yaser Jaradeh:
SCI-IDEA: Context-Aware Scientific Ideation Using Token and Sentence Embeddings. CoRR abs/2503.19257 (2025) - [i5]Gollam Rabby, Diyana Muhammed, Prasenjit Mitra, Sören Auer:
Iterative Hypothesis Generation for Scientific Discovery with Monte Carlo Nash Equilibrium Self-Refining Trees. CoRR abs/2503.19309 (2025) - [i4]Christoph Schuhmann, Robert Kaczmarczyk, Gollam Rabby, Felix Friedrich, Maurice Kraus, Krishna Kalyan, Kourosh Nadi, Huu Nguyen, Kristian Kersting, Sören Auer:
EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition. CoRR abs/2505.20033 (2025) - 2024
- [i3]Gollam Rabby, Sören Auer, Jennifer D'Souza, Allard Oelen:
Fine-tuning and Prompt Engineering with Cognitive Knowledge Graphs for Scholarly Knowledge Organization. CoRR abs/2409.06433 (2024) - [i2]Parvez Zamil, Gollam Rabby, Md. Sadekur Rahman, Sören Auer:
NeuroSym-BioCAT: Leveraging Neuro-Symbolic Methods for Biomedical Scholarly Document Categorization and Question Answering. CoRR abs/2411.00041 (2024) - [i1]Gollam Rabby, Farhana Keya, Parvez Zamil, Sören Auer:
MC-NEST - Enhancing Mathematical Reasoning in Large Language Models with a Monte Carlo Nash Equilibrium Self-Refine Tree. CoRR abs/2411.15645 (2024)
Coauthor Index
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