Gollam Rabby

According to our database, Gollam Rabby authored at least 26 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

SCI-IDEA: Context-Aware Scientific Ideation Using Token and Sentence Embeddings.

Farhana Keya, Gollam Rabby, Sören Auer, Sahar Vahdati, Prasenjit Mitra, Mohamad Yaser Jaradeh

Mach. Learn., May, 2026

MLReplicate: Benchmarking Autonomous Research Systems for Machine Learning Reproducibility.

Sasi Kiran Gaddipati, Diyana Muhammed, Farhana Keya, Gollam Rabby, Sören Auer

CoRR, May, 2026

Iterative hypothesis generation for scientific discovery with Monte Carlo self-refining trees.

Gollam Rabby, Diyana Muhammed, Prasenjit Mitra, Sören Auer

Inf. Sci., 2026

AIssistant: Human-AI Collaborative Review and Perspective Research Workflows in Data Science.

Sasi Kiran Gaddipati, Farhana Keya, Gollam Rabby, Sören Auer

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2026

2025

AIssistant: An Agentic Approach for Human-AI Collaborative Scientific Work on Reviews and Perspectives in Machine Learning.

Sasi Kiran Gaddipati, Farhana Keya, Gollam Rabby, Sören Auer

CoRR, September, 2025

SLEEPING-DISCO 9M: A large-scale pre-training dataset for generative music modeling.

Tawsif Ahmed, Andrej Radonjic, Gollam Rabby

CoRR, June, 2025

EmoNet-Voice: A Fine-Grained, Expert-Verified Benchmark for Speech Emotion Detection.

Christoph Schuhmann, Robert Kaczmarczyk, Gollam Rabby, Felix Friedrich, Maurice Kraus, Kourosh Nadi, Huu Nguyen, Kristian Kersting, Sören Auer

CoRR, June, 2025

Iterative Hypothesis Generation for Scientific Discovery with Monte Carlo Nash Equilibrium Self-Refining Trees.

Gollam Rabby, Diyana Muhammed, Prasenjit Mitra, Sören Auer

CoRR, March, 2025

Project Alexandria: Towards Freeing Scientific Knowledge from Copyright Burdens via LLMs.

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

CoRR, February, 2025

SelfCheckAgent: Zero-Resource Hallucination Detection in Generative Large Language Models.

Diyana Muhammed, Gollam Rabby, Sören Auer

CoRR, February, 2025

Towards AI-Supported Research: a Vision of the TIB AIssistant.

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

Proceedings of the 5th International Workshop on Scientific Knowledge: Representation, 2025

EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition.

Christoph Schuhmann, Robert Kaczmarczyk, Gollam Rabby, Maurice Kraus, Felix Friedrich, Huu Nguyen, Krishna Kalyan, Kourosh Nadi, Kristian Kersting, Sören Auer

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Building Multilingual Terminological Bridges Between Language-Specific Knowledge Silos.

Dmytro Chaplynskyi, Tim Wittenborg, Victoria Kosa, Gollam Rabby, Oleksii Ignatenko, Sören Auer, Vadim Ermolayev

Proceedings of the Information and Communication Technologies in Education, Research, and Industrial Applications, 2025

2024

MC-NEST - Enhancing Mathematical Reasoning in Large Language Models with a Monte Carlo Nash Equilibrium Self-Refine Tree.

Gollam Rabby, Farhana Keya, Parvez Zamil, Sören Auer

CoRR, 2024

NeuroSym-BioCAT: Leveraging Neuro-Symbolic Methods for Biomedical Scholarly Document Categorization and Question Answering.

Parvez Zamil, Gollam Rabby, Md. Sadekur Rahman, Sören Auer

CoRR, 2024

Fine-tuning and Prompt Engineering with Cognitive Knowledge Graphs for Scholarly Knowledge Organization.

Gollam Rabby, Sören Auer, Jennifer D'Souza, Allard Oelen

CoRR, 2024

Leveraging GPT Models For Semantic Table Annotation.

Jean Petit Bikim, Carick Appolinaire Atezong Ymele, Azanzi Jiomekong, Allard Oelen, Gollam Rabby, Jennifer D'Souza, Sören Auer

Proceedings of the Semantic Web Challenge on Tabular Data to Knowledge Graph Matching co-located with the 23rd International Semantic Web Conference (ISWC 2024), 2024

2023

Impact of COVID-19 research: a study on predicting influential scholarly documents using machine learning and a domain-independent knowledge graph.

Gollam Rabby, Jennifer D'Souza, Allard Oelen, Lucie Dvorackova, Vojtech Svátek, Sören Auer

J. Biomed. Semant., December, 2023

Multi-class classification of COVID-19 documents using machine learning algorithms.

Gollam Rabby, Petr Berka

J. Intell. Inf. Syst., April, 2023

Pruning and re-ranking the frequent patterns in knowledge graph profiling using machine learning.

Gollam Rabby, Farhana Keya, Vojtech Svátek, Blerina Spahiu

Proceedings of the 4th Conference on Language, Data and Knowledge, 2023

2022

Why was this cited? Explainable machine learning applied to COVID-19 research literature.

Lucie Beranová, Marcin P. Joachimiak, Tomás Kliegr, Gollam Rabby, Vilém Sklenák

Scientometrics, 2022

Augmenting a COVID-19 Research Knowledge Graph with Influential Papers Prediction.

Gollam Rabby, Vojtech Svátek, Petr Berka

Proceedings of Poster and Demo Track and Workshop Track of the 18th International Conference on Semantic Systems co-located with 18th International Conference on Semantic Systems (SEMANTiCS 2022), 2022

2020

TeKET: a Tree-Based Unsupervised Keyphrase Extraction Technique.

Gollam Rabby, Saiful Azad, Mufti Mahmud, Kamal Z. Zamli, Mohammed Mostafizur Rahman

Cogn. Comput., 2020

OReCaP - Towards Ontology Reuse via Focused Categorization Power.

Viet Bach Nguyen, Vojtech Svátek, Gollam Rabby, Ondrej Zamazal

Proceedings of the ISWC 2020 Demos and Industry Tracks: From Novel Ideas to Industrial Practice co-located with 19th International Semantic Web Conference (ISWC 2020), 2020

Ontologies Supporting Research-Related Information Foraging Using Knowledge Graphs: Literature Survey and Holistic Model Mapping.

Viet Bach Nguyen, Vojtech Svátek, Gollam Rabby, Óscar Corcho

Proceedings of the Knowledge Engineering and Knowledge Management, 2020

2018

A Flexible Keyphrase Extraction Technique for Academic Literature.

Gollam Rabby, Saiful Azad, Mufti Mahmud, Kamal Z. Zamli, Mohammed Mostafizur Rahman

Proceedings of the Empowering Smart Technology in Digital Era for a Better Life: The 3rd International Conference on Computer Science and Computational Intelligence, 2018