ELLIS 2024 Workshop RLGMSD Submissions

LLMs in a Knowledge Graph Pipeline: From Knowledge Extraction to SPARQL Querying. The Case of FashionDB
Teresa Liberatore
- Published: 21 Feb 2025, Last Modified: 21 Feb 2025
- RLGMSD 2024 Poster
- Readers: Everyone
RealMLP: Advancing MLPs and default parameters for tabular data
David Holzmüller, Leo Grinsztajn, Ingo Steinwart
- Published: 21 Feb 2025, Last Modified: 21 Feb 2025
- RLGMSD 2024 Poster
- Readers: Everyone
Evaluating Ambiguous Questions in Text2SQL
Simone Papicchio, Luca Cagliero, Paolo Papotti
- Published: 21 Feb 2025, Last Modified: 21 Feb 2025
- RLGMSD 2024 Poster
- Readers: Everyone
LLMs for Enterprise Data Engineering
Jan-Micha Bodensohn, Liane Vogel, Anupam Sanghi, Carsten Binnig
- Published: 21 Feb 2025, Last Modified: 21 Feb 2025
- RLGMSD 2024 Poster
- Readers: Everyone
Enhancing QA over Scholarly Knowledge Graphs: Addressing Semantic and Structural Challenges
Xueli Pan, Victor de Boer, Jacco van Ossenbruggen
- Published: 21 Feb 2025, Last Modified: 21 Feb 2025
- RLGMSD 2024 Poster
- Readers: Everyone
Interactive Query Answering on Knowledge Graphs with Soft Entity Constraints
Daniel Daza, Alberto Bernardi, Luca Costabello, Christophe Gueret, Michael Cochez, M.C. Schut
- Published: 21 Feb 2025, Last Modified: 21 Feb 2025
- RLGMSD 2024 Talk
- Readers: Everyone
Rethinking Feature Augmentation In Graph Contrastive Learning
Congfeng Cao, Pengyu Zhang, Zeyu Zhang, Jelke Bloem
- Published: 21 Feb 2025, Last Modified: 21 Feb 2025
- RLGMSD 2024 Talk
- Readers: Everyone
A Resolution-Alignment-Completeness System for Data Imputation over Tabular Clinical Records
S Mehryar
- Published: 21 Feb 2025, Last Modified: 06 Mar 2025
- RLGMSD 2024 Talk
- Readers: Everyone
Metadata Matters in Dense Table Retrieval
Daniel Gomm, Madelon Hulsebos
- Published: 21 Feb 2025, Last Modified: 21 Feb 2025
- RLGMSD 2024 Poster
- Readers: Everyone
Graph Representations for Relational Deep Learning
Tamara Cucumides, Floris Geerts, Pablo Barcelo
- Published: 21 Feb 2025, Last Modified: 21 Feb 2025
- RLGMSD 2024 Poster
- Readers: Everyone
Matching Table Metadata to Knowledge Graphs: A Data Augmentation Perspective
Duo Yang, Ioannis Dasoulas, Anastasia Dimou
- Published: 21 Feb 2025, Last Modified: 21 Feb 2025
- RLGMSD 2024 Poster
- Readers: Everyone
Sparse Attention for Tabular QA: A Must-Have for Robust Table Encoding
Raphaël Mouravieff, Tristan Luiggi, sylvain lamprier, Benjamin Piwowarski
- Published: 21 Feb 2025, Last Modified: 21 Feb 2025
- RLGMSD 2024 Poster
- Readers: Everyone
A Survey on Advances in Retrieval-Augmented Generation over Tabular Data and Table QA
Hassan Soliman, Iryna Gurevych
- Published: 21 Feb 2025, Last Modified: 19 Mar 2025
- RLGMSD 2024 Poster
- Readers: Everyone
HEARTS: Hypergraph-based Related Table Search
Allaa Boutaleb, Alaa Almutawa, Bernd Amann, Rafael Angarita, Hubert Naacke
- Published: 21 Feb 2025, Last Modified: 24 Feb 2025
- RLGMSD 2024 Poster
- Readers: Everyone
Contrastive Learning-Based privacy metrics in Tabular Synthetic Datasets
Milton Nicolás Plasencia Palacios
- Published: 21 Feb 2025, Last Modified: 21 Feb 2025
- RLGMSD 2024 Poster
- Readers: Everyone
Integrating domain constraints in tabular data generation process
Salijona Dyrmishi, Mihaela C. Stoian, Eleonora Giunchiglia, Maxime Cordy
- Published: 21 Feb 2025, Last Modified: 21 Feb 2025
- RLGMSD 2024 Talk
- Readers: Everyone
ArtRAG: Structured Context Retrieval-Augmented Framework for Artwork Explanation Generation
Shuai Wang
- Published: 21 Feb 2025, Last Modified: 21 Feb 2025
- RLGMSD 2024 Poster
- Readers: Everyone