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9ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks
A. Baier, D. Aspandi, and S. Staab. Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI-23, page 3461--3469. International Joint Conferences on Artificial Intelligence Organization, (August 2023)
a year ago by @joy
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3Learning quantitative argumentation frameworks using sparse neural networks and swarm intelligence algorithms
M. Bazo. (2021)
a year ago by @joy
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3Multistep prediction of vehicle states using transformers
S. Bolz. (2021)
a year ago by @joy
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3Constrained Sampling with Primal-Dual Langevin Monte Carlo
L. Chamon, M. Karimi, and A. Korba. In Proceedings of the 38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024), (2024)
7 months ago by @joy
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3Enriching Ontologies with Disjointness Axioms using Large Language Models
E. Crum, A. Santis, M. Ovide, J. Pan, A. Pisu, N. Lazzari, and S. Rudolph. Workshop on Knowledge Base Construction from Pre-Trained Language Models, (2024)
10 months ago by @joy
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5Navigating Nulls, Numbers and Numerous Entities: Robust Knowledge Base Construction from Large Language Models.
A. Das, N. Fathallah, and N. Obretincheva. (2024)
10 months ago by @joy
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3The aluminum standard: using generative Artificial Intelligence tools to synthesize and annotate non-structured patient data
J. Diaz Ochoa, F. Mustafa, F. Weil, Y. Wang, K. Kama, and M. Knott. BMC Medical Informatics and Decision Making, 24 (1): 409-- (2024)
6 months ago by @joy
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3Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs
Z. Ding, J. Wu, J. Wu, Y. Xia, B. Xiong, and V. Tresp. Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024, page 355--373. Association for Computational Linguistics, (2024)
5 months ago by @joy
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9Near-Optimal Solutions of Constrained Learning Problems
J. Elenter, L. Chamon, and A. Ribeiro. Proceedings of the International Conference on Learning Representations(ICLR 2024), May 7-11, 2024, Austria, ICLR, (May 2024)
a year ago by @joy
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4Tractable Probabilistic Graph Representation Learning with Graph-Induced Sum-Product Networks
F. Errica, and M. Niepert. Proceedings of the International Conference on Learning Representations(ICLR 2024), May 7-11, 2024, Austria, ICLR, (May 2024)
a year ago by @joy
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3Extracting and segmenting high-variance references from PDF documents with BERT
H. Evci. (2021)
a year ago by @joy
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6Empowering the Deaf and Hard of Hearing Community: Improving Video Captions with Large Language Models
N. Fathallah, M. Bhole, and S. Staab. (2024)
10 months ago by @joy
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2NeOn-GPT: A Large Language Model-Powered Pipeline for Ontology Learning.
N. Fathallah, A. Das, G. De Giorgis, A. Poltronieri, P. Haase, and L. Kovriguina. Special Track on Large Language Models for Knowledge Engineering, Extended Semantic Web Conference, 2024. (ESWC 2024), (2024)
10 months ago by @joy
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4An Improved Deep Learning Model for Early Fire and Smoke Detection on Edge Vision Unit
N. Fathallah, F. Ehab, and M. Salem. 2021 Tenth International Conference on Intelligent Computing and Information Systems (ICICIS), page 66-73. (December 2021)
10 months ago by @joy
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3AccessGuru: Leveraging LLMs to Detect and Correct Web Accessibility Violations in HTML Code
N. Fathallah, D. Hernández, and S. Staab. The 27th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS ’25), (October 2025)
14 days ago by @joy
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4LLMs4Life: Large language models for ontology learning in life sciences.
N. Fathallah, S. Staab, and A. Algergawy. (2024)
10 months ago by @joy
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2Long-Term Person Re-identification Model with a Strong Feature Extractor
A. Gamal, N. Shoukry, and M. Salem. 2021 Tenth International Conference on Intelligent Computing and Information Systems (ICICIS), page 74-79. (December 2021)
10 months ago by @joy
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3Is Complex Query Answering Really Complex?
C. Gregucci, B. Xiong, D. Hernandez, L. Loconte, P. Minervini, S. Staab, and A. Vergari. Forty-Second International Conference on Machine Learning, (July 2025)
9 days ago by @joy
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5Vectorized Conditional Neural Fields: A Framework for Solving Time-dependent PDEs
J. Hagnberger, M. Kalimuthu, D. Musekamp, and M. Niepert. Proceedings of the AI4DifferentialEquations in Science workshop at ICLR 2024, May 7-11, 2024, Austria, ICLR, (May 2024)
a year ago by @joy
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6Vectorized Conditional Neural Fields: A Framework for Solving Time-dependent Parametric Partial Differential Equations
J. Hagnberger, M. Kalimuthu, D. Musekamp, and M. Niepert. In Proceedings of the 41st International Conference on Machine Learning (ICML 2024), (2024)
12 months ago by @joy
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PUMA

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9ReLiNet: Stable and Explainable Multistep Prediction with Recurrent Linear Parameter Varying Networks

3Learning quantitative argumentation frameworks using sparse neural networks and swarm intelligence algorithms

3Multistep prediction of vehicle states using transformers

3Constrained Sampling with Primal-Dual Langevin Monte Carlo

3Enriching Ontologies with Disjointness Axioms using Large Language Models

5Navigating Nulls, Numbers and Numerous Entities: Robust Knowledge Base Construction from Large Language Models.

3The aluminum standard: using generative Artificial Intelligence tools to synthesize and annotate non-structured patient data

3Temporal Fact Reasoning over Hyper-Relational Knowledge Graphs

9Near-Optimal Solutions of Constrained Learning Problems

4Tractable Probabilistic Graph Representation Learning with Graph-Induced Sum-Product Networks

3Extracting and segmenting high-variance references from PDF documents with BERT

6Empowering the Deaf and Hard of Hearing Community: Improving Video Captions with Large Language Models

2NeOn-GPT: A Large Language Model-Powered Pipeline for Ontology Learning.

4An Improved Deep Learning Model for Early Fire and Smoke Detection on Edge Vision Unit

3AccessGuru: Leveraging LLMs to Detect and Correct Web Accessibility Violations in HTML Code

4LLMs4Life: Large language models for ontology learning in life sciences.

2Long-Term Person Re-identification Model with a Strong Feature Extractor

3Is Complex Query Answering Really Complex?

5Vectorized Conditional Neural Fields: A Framework for Solving Time-dependent PDEs

6Vectorized Conditional Neural Fields: A Framework for Solving Time-dependent Parametric Partial Differential Equations

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