Gollam Rabby

22 papers B 1C 1Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
AIssistant: An Agentic Approach for Human-AI Collaborative Scientific Work on Reviews and Perspectives in Machine Learning.
CoRR
Sasi Kiran Gaddipati, Farhana Keya, Gollam Rabby, Sören Auer
2025 J jnl
EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition.
CoRR
Christoph Schuhmann, Robert Kaczmarczyk, Gollam Rabby, Felix Friedrich, Maurice Kraus, Krishna Kalyan, Kourosh Nadi, Huu Nguyen, Kristian Kersting, Sören Auer
2025 J jnl
EmoNet-Voice: A Fine-Grained, Expert-Verified Benchmark for Speech Emotion Detection.
CoRR
Christoph Schuhmann, Robert Kaczmarczyk, Gollam Rabby, Felix Friedrich, Maurice Kraus, Kourosh Nadi, Huu Nguyen, Kristian Kersting, Sören Auer
2025 J jnl
Iterative Hypothesis Generation for Scientific Discovery with Monte Carlo Nash Equilibrium Self-Refining Trees.
CoRR
Gollam Rabby, Diyana Muhammed, Prasenjit Mitra, Sören Auer
2025 J jnl
Project Alexandria: Towards Freeing Scientific Knowledge from Copyright Burdens via LLMs.
CoRR
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
2025 J jnl
SCI-IDEA: Context-Aware Scientific Ideation Using Token and Sentence Embeddings.
CoRR
Farhana Keya, Gollam Rabby, Prasenjit Mitra, Sahar Vahdati, Sören Auer, Mohamad Yaser Jaradeh
2025 J jnl
SLEEPING-DISCO 9M: A large-scale pre-training dataset for generative music modeling.
CoRR
Tawsif Ahmed, Andrej Radonjic, Gollam Rabby
2025 J jnl
SelfCheckAgent: Zero-Resource Hallucination Detection in Generative Large Language Models.
CoRR
Diyana Muhammed, Gollam Rabby, Sören Auer
2025 J jnl
Towards AI-Supported Research: a Vision of the TIB AIssistant.
CoRR
Sören Auer, Allard Oelen, Mohamad Yaser Jaradeh, Mutahira Khalid, Farhana Keya, Sasi Kiran Gaddipati, Jennifer D'Souza, Lorenz Schlüter, Amirreza Alasti, Gollam Rabby, Azanzi Jiomekong, Oliver Karras
2024 J jnl
Fine-tuning and Prompt Engineering with Cognitive Knowledge Graphs for Scholarly Knowledge Organization.
CoRR
Gollam Rabby, Sören Auer, Jennifer D'Souza, Allard Oelen
2024 — conf
Leveraging GPT Models For Semantic Table Annotation.
SemTab@ISWC
Jean Petit Bikim, Carick Appolinaire Atezong Ymele, Azanzi Jiomekong, Allard Oelen, Gollam Rabby, Jennifer D'Souza, Sören Auer
2024 J jnl
MC-NEST - Enhancing Mathematical Reasoning in Large Language Models with a Monte Carlo Nash Equilibrium Self-Refine Tree.
CoRR
Gollam Rabby, Farhana Keya, Parvez Zamil, Sören Auer
2024 J jnl
NeuroSym-BioCAT: Leveraging Neuro-Symbolic Methods for Biomedical Scholarly Document Categorization and Question Answering.
CoRR
Parvez Zamil, Gollam Rabby, Md. Sadekur Rahman, Sören Auer
2023 J jnl
Impact of COVID-19 research: a study on predicting influential scholarly documents using machine learning and a domain-independent knowledge graph.
J. Biomed. Semant.
Gollam Rabby, Jennifer D'Souza, Allard Oelen, Lucie Dvorackova, Vojtech Svátek, Sören Auer
2023 J jnl
Multi-class classification of COVID-19 documents using machine learning algorithms.
J. Intell. Inf. Syst.
Gollam Rabby, Petr Berka
2023 C conf
Pruning and re-ranking the frequent patterns in knowledge graph profiling using machine learning.
LDK
Gollam Rabby, Farhana Keya, Vojtech Svátek, Blerina Spahiu
2022 — conf
Augmenting a COVID-19 Research Knowledge Graph with Influential Papers Prediction.
SEMANTiCS (Posters & Demos)
Gollam Rabby, Vojtech Svátek, Petr Berka
2022 J jnl
Why was this cited? Explainable machine learning applied to COVID-19 research literature.
Scientometrics
Lucie Beranová, Marcin P. Joachimiak, Tomás Kliegr, Gollam Rabby, Vilém Sklenák
2020 — conf
OReCaP - Towards Ontology Reuse via Focused Categorization Power.
ISWC (Demos/Industry)
Viet Bach Nguyen, Vojtech Svátek, Gollam Rabby, Ondrej Zamazal
2020 B conf
Ontologies Supporting Research-Related Information Foraging Using Knowledge Graphs: Literature Survey and Holistic Model Mapping.
EKAW
Viet Bach Nguyen, Vojtech Svátek, Gollam Rabby, Óscar Corcho
2020 J jnl
TeKET: a Tree-Based Unsupervised Keyphrase Extraction Technique.
Cogn. Comput.
Gollam Rabby, Saiful Azad, Mufti Mahmud, Kamal Z. Zamli, Mohammed Mostafizur Rahman
2018 — conf
A Flexible Keyphrase Extraction Technique for Academic Literature.
ICCSCI
Gollam Rabby, Saiful Azad, Mufti Mahmud, Kamal Z. Zamli, Mohammed Mostafizur Rahman