SA
Sören Auer
cs.DLcs.CLcs.AIcs.IRcs.DBcs.LGcs.HCcs.ITcs.SEmath.IT
On Valency
published · living versionsW_rvup3mfq·v1 · currentpublished
CollabSciReM: Aligning Language Models for Scientific Conversations via Science-Aware Reward Decomposition
with Sasi Kiran Gaddipati, Gollam Rabby
1 version
W_pj3pk4n5·v1published
W_xpz74fq9·v1published
Preprints & journals
133 papers in the corpus · 2014–2026CollabSciReM: Aligning Language Models for Scientific Conversations via Science-Aware Reward Decomposition2610.27901v1 · Sasi Kiran Gaddipati, Gollam Rabby, Soren Auer2026 · 0 citationsarXivon Valency
VoiceNet: Fine-Grained Voice Understanding Beyond Emotion at Scale2609.32016v1 · Christoph Schuhmann, Robert Kaczmarczyk, Gollam Rabby et al.2026 · 0 citationsarXiv
Mined from Scientific Literature: Process Schemas for Atomic Layer Deposition and Etching in Materials Science2609.12139v1 · Sameer Sadruddin, Eleni Poupaki, Alex Watkins et al.2026 · 0 citationsarXivon Valency
When Does Bigger Help? A Controlled Study of LLM Scale for Ontology Learning2608.31118v1 · Hamed Babaei Giglou, Soren Auer, Jennifer D'Souza2026 · 0 citationsarXivon Valency
OntoAligner-Ensemble: Voting-Based Fusion across Heterogeneous Ontology Alignment Techniques2608.31137v1 · Hamed Babaei Giglou, Soren Auer, Peio Popov et al.2026 · 0 citationsarXiv
Do General NLP Embeddings Capture Ontological Reasoning?2609.00177v1 · Hamed Babaei Giglou, Jennifer D'Souza, Soren Auer2026 · 0 citationsarXiv
When Graph-JEPA Learns the Wrong Thing: Diagnosing and Repairing Category-Conditional Collapse2608.20516v1 · Gollam Rabby, Soren Auer2026 · 0 citationsarXiv
ICDAR 2026 Competition on Information Extraction from Atomic Layer Deposition/Etching (ALD/E) Scientific Figures2607.26848v1 · Fahad Ahmed, Soren Auer, Jennifer D'Souza2026 · 1 citationarXiv
Addressing Predicate Redundancy in Research Knowledge Graphs: Duplicate Detection, Resolution, and Prevention2607.03197v2 · Lena John, Sushant Aggarwal, Soren Auer et al.2026 · 0 citationsarXiv
OntoLearner: A Modular Python Library for Ontology Learning with Large Language Models2607.01977v1 · Hamed Babaei Giglou, Jennifer D'Souza, Andrei Aioanei et al.2026 · 0 citationsarXiv
SelfCheck-Eval: A multi-module framework for zero-resource hallucination detection in large language models.42328200 · Muhammed, Diyana, Tuccari, Giusy Giulia, Rabby, Gollam et al.2026 · 0 citationsPatterns (New York, N.Y.). 2026;7(6):101569
Speaker Mining -- FAIR Data on Public Broadcasts for Question Answering2606.02905v1 · Tim Wittenborg, Omar Imad Remmo, Claudia Frick et al.2026 · 0 citationsarXiv
MLReplicate: Benchmarking Autonomous Research Systems for Machine Learning Reproducibility2605.16616v1 · Sasi Kiran Gaddipati, Diyana Muhammed, Farhana Keya et al.2026 · 1 citationarXiv
From Knowledge to Action: Outcomes of the 2025 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry2605.03205v1 · Aritra Roy, Kevin Shen, Andrew MacBride et al.2026 · 1 citationarXiv
Research information systems and knowledge graphs: a review.42158221 · Haris, Muhammad, Auer, Sören, Stocker, Markus2026 · 0 citationsFrontiers in research metrics and analytics. 2026;11:1786866
SciKGDash: The Scientific Knowledge Graph Dashboard for Supporting Knowledge Curation2603.00107v1 · Lena John, Soren Auer, Oliver Karras2026 · 2 citations2025 ACM/IEEE Joint Conference on Digital Libraries (JCDL), 2025, pp. 187-196
Publishing FAIR and Machine-actionable Reviews in Materials Science: The Case for Symbolic Knowledge in Neuro-symbolic Artificial Intelligence2601.05051v1 · Jennifer D'Souza, Soren Auer, Eleni Poupaki et al.2026 · 0 citationsarXiv
Introducing ORKG ASK: an AI-driven Scholarly Literature Search and Exploration System Taking a Neuro-Symbolic Approach2512.16425v1 · Allard Oelen, Mohamad Yaser Jaradeh, Soren Auer2025 · 2 citationsarXiv
TIB AIssistant: a Platform for AI-Supported Research Across Research Life Cycles2512.16442v1 · Allard Oelen, Soren Auer2025 · 0 citationsarXiv
Towards AI-Supported Research: a Vision of the TIB AIssistant2512.16447v1 · Soren Auer, Allard Oelen, Mohamad Yaser Jaradeh et al.2025 · 0 citationsarXiv
OntoAligner Meets Knowledge Graph Embedding Aligners2509.26417v1 · Hamed Babaei Giglou, Jennifer D'Souza, Soren Auer et al.2025 · 0 citationsarXiv
NFDI4DS Shared Tasks for Scholarly Document Processing2509.22141v1 · Raia Abu Ahmad, Rana Abdulla, Tilahun Abedissa Taffa et al.2025 · 0 citationsarXiv
AISSISTANT: Human-AI Collaborative Review and Perspective Research Workflows in Data Science2509.12282v2 · Sasi Kiran Gaddipati, Farhana Keya, Gollam Rabby et al.2025 · 0 citationsarXiv
Managing Comprehensive Research Instrument Descriptions within a Scholarly Knowledge Graph2507.13143v1 · Muhammad Haris, Soren Auer, Markus Stocker2025 · 0 citationsarXiv
EmoNet-Voice: A Fine-Grained, Expert-Verified Benchmark for Speech Emotion Detection2506.09827v3 · Christoph Schuhmann, Robert Kaczmarczyk, Gollam Rabby et al.2025 · 0 citationsarXiv
Research Knowledge Graphs: the Shifting Paradigm of Scholarly Information Representation2506.07285v1 · Matthaus Zloch, Danilo Dessi, Jennifer D'Souza et al.2025 · 2 citationsarXiv
ExtracTable: Human-in-the-Loop Transformation of Scientific Corpora into Structured Knowledge2506.03221v3 · Lena John, Ahmed Malek Ghanmi, Tim Wittenborg et al.2025 · 2 citationsarXiv
EmoNet-Face: An Expert-Annotated Benchmark for Synthetic Emotion Recognition2505.20033v2 · Christoph Schuhmann, Robert Kaczmarczyk, Gollam Rabby et al.2025 · 1 citationarXiv
Knowledge-Based Aerospace Engineering -- A Systematic Literature Review2505.10142v1 · Tim Wittenborg, Ildar Baimuratov, Ludvig Knoos Franz'en et al.2025 · 0 citationsarXiv
Better models, better treatment? a systematic review of current three dimensional (3D) in vitro models for implant-associated infections.40352353 · Brümmer, Neele, Doll-Nikutta, Katharina, Schadzek, Patrik et al.2026 · 4 citationsFrontiers in bioengineering and biotechnology. 2025;13:1569211
SciMantify -- A Hybrid Approach for the Evolving Semantification of Scientific Knowledge2506.21819v1 · Lena John, Kheir Eddine Farfar, Soren Auer et al.2025 · 2 citationsarXiv
LLMs4SchemaDiscovery: A Human-in-the-Loop Workflow for Scientific Schema Mining with Large Language Models2504.00752v1 · Sameer Sadruddin, Jennifer D'Souza, Eleni Poupaki et al.2025 · 8 citationsarXiv
OntoAligner: A Comprehensive Modular and Robust Python Toolkit for Ontology Alignment2503.21902v1 · Hamed Babaei Giglou, Jennifer D'Souza, Oliver Karras et al.2025 · 9 citationsarXiv
SCI-IDEA: Context-Aware Scientific Ideation Using Token and Sentence Embeddings2503.19257v1 · Farhana Keya, Gollam Rabby, Prasenjit Mitra et al.2025 · 1 citationarXiv
Project Alexandria: Towards Freeing Scientific Knowledge from Copyright Burdens via LLMs2502.19413v2 · Christoph Schuhmann, Gollam Rabby, Ameya Prabhu et al.2025 · 0 citationsarXiv
Leveraging Large Language Models for Realizing Truly Intelligent User Interfaces2501.12221v1 · Allard Oelen, Soren Auer2025 · 3 citationsarXiv
ORKG ASK: a Neuro-symbolic Scholarly Search and Exploration System2412.04977v1 · Allard Oelen, Mohamad Yaser Jaradeh, Soren Auer2024 · 4 citationsarXiv
NeuroSym-BioCAT: Leveraging Neuro-Symbolic Methods for Biomedical Scholarly Document Categorization and Question Answering2411.00041v1 · Parvez Zamil, Gollam Rabby, Md. Sadekur Rahman et al.2024 · 0 citationsarXiv
DataDesc: A framework for creating and sharing technical metadata for research software interfaces.39568472 · Kuckertz, Patrick, Göpfert, Jan, Karras, Oliver et al.2026 · 5 citationsPatterns (New York, N.Y.). 2024;5(11):101064
LLMs4Synthesis: Leveraging Large Language Models for Scientific Synthesis2409.18812v1 · Hamed Babaei Giglou, Jennifer D'Souza, Soren Auer2024 · 2 citationsarXiv
LLMs4OL 2024 Overview: The 1st Large Language Models for Ontology Learning Challenge2409.10146v1 · Hamed Babaei Giglou, Jennifer D'Souza, Soren Auer2024 · 15 citationsarXiv
Fine-tuning and Prompt Engineering with Cognitive Knowledge Graphs for Scholarly Knowledge Organization2409.06433v1 · Gollam Rabby, Soren Auer, Jennifer D'Souza et al.2024 · 0 citationsarXiv
SWARM-SLR -- Streamlined Workflow Automation for Machine-actionable Systematic Literature Reviews2407.18657v1 · Tim Wittenborg, Oliver Karras, Soren Auer2024 · 5 citationsLinking Theory and Practice of Digital Libraries. TPDL 2024. Lecture Notes in Computer Science, vol 15177
Large Language Models as Evaluators for Scientific Synthesis2407.02977v1 · Julia Evans, Jennifer D'Souza, Soren Auer2024 · 2 citationsarXiv
Scholarly Question Answering using Large Language Models in the NFDI4DataScience Gateway2406.07257v1 · Hamed Babaei Giglou, Tilahun Abedissa Taffa, Rana Abdullah et al.2024 · 1 citationarXiv
Exploring the Latest LLMs for Leaderboard Extraction2406.04383v2 · Salomon Kabongo, Jennifer D'Souza, Soren Auer2024 · 1 citationarXiv
Effective Context Selection in LLM-based Leaderboard Generation: An Empirical Study2407.02409v1 · Salomon Kabongo, Jennifer D'Souza, Soren Auer2024 · 4 citationsarXiv
LLMs4OM: Matching Ontologies with Large Language Models2404.10317v2 · Hamed Babaei Giglou, Jennifer D'Souza, Felix Engel et al.2024 · 24 citationsarXiv
Toward FAIR Semantic Publishing of Research Dataset Metadata in the Open Research Knowledge Graph2404.08443v1 · Raia Abu Ahmad, Jennifer D'Souza, Matthaus Zloch et al.2024 · 1 citationIn Joint Proceedings of the Onto4FAIR 2023 Workshops: Collocated with FOIS 2023 and SEMANTICS 2023. pp.23-31. https://hal.science/hal-04312604
Organizing Scientific Knowledge From Energy System Research Using the Open Research Knowledge Graph2401.13365v1 · Oliver Karras, Jan Gopfert, Patrick Kuckertz et al.2024 · 1 citationarXiv
Career total: 654 works. 133 are in this corpus.Showing the 50 most recent.
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