ICLR 2025 Workshop MLDPR Submissions

Revisiting Multi-Modal LLM Evaluation
Jian Lu, Shikhar Srivastava, Junyu Chen, Robik Singh Shrestha, Manoj Acharya, Kushal Kafle, Christopher Kanan
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- MLDPR 2025
- Readers: Everyone
Data Curation for Pluralistic Alignment
Dalia Ali, Aysenur Kocak, Dora Zhao, Allison Koenecke, Orestis Papakyriakopoulos
- Published: 05 Mar 2025, Last Modified: 10 Apr 2025
- MLDPR 2025
- Readers: Everyone
A Guide to Misinformation Detection Data and Evaluation
Camille Thibault, Jacob-Junqi Tian, Gabrielle Péloquin-Skulski, Taylor Lynn Curtis, Florence Laflamme, James Zhou, Yuxiang Guan, Reihaneh Rabbany, Jean-François Godbout, Kellin Pelrine
- Published: 05 Mar 2025, Last Modified: 02 Apr 2025
- MLDPR 2025
- Readers: Everyone
Towards Operationalizing Right to Data Protection
Simra Shahid, Abhinav Java, Chirag Agarwal
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- MLDPR 2025
- Readers: Everyone
The Landscape of Causal Discovery Data: Grounding Causal Discovery in Real-World Applications
Philippe Brouillard, Chandler Squires, Jonas Wahl, Konrad Kording, Karen Sachs, Alexandre Drouin, Dhanya Sridhar
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- MLDPR 2025
- Readers: Everyone
Unreflected Use of Tabular Data Repositories Can Undermine Research Quality
Andrej Tschalzev, Lennart Purucker, Stefan Lüdtke, Frank Hutter, Christian Bartelt, Heiner Stuckenschmidt
- Published: 05 Mar 2025, Last Modified: 12 Mar 2025
- MLDPR 2025
- Readers: Everyone
AutoML Benchmark with shorter time constraints and early stopping
Israel Campero Jurado, Pieter Gijsbers, Joaquin Vanschoren
- Published: 05 Mar 2025, Last Modified: 07 Mar 2025
- MLDPR 2025
- Readers: Everyone
Estimating Contamination via Perplexity: Quantifying Memorisation in Language Model Evaluation
Yucheng Li
- Published: 05 Mar 2025, Last Modified: 05 Mar 2025
- MLDPR 2025
- Readers: Everyone
Machine Learners Should Acknowledge the Legal Implications of Large Language Models as Personal Data
Henrik Nolte, Michèle Finck, Kristof Meding
- Published: 05 Mar 2025, Last Modified: 16 Apr 2025
- MLDPR 2025
- Readers: Everyone
Rethinking Dataset Pruning From A Generalization Perspective
Furui Xu, Shaobo Wang, Luo Zhongwei, Linfeng Zhang
- Published: 05 Mar 2025, Last Modified: 19 Apr 2025
- MLDPR 2025
- Readers: Everyone
DRUPI: Dataset Reduction Using Privileged Information
Shaobo Wang, Yantai Yang, Shuaiyu Zhang, Chenghao Sun, Weiya Li, Xuming Hu, Linfeng Zhang
- Published: 05 Mar 2025, Last Modified: 18 Apr 2025
- MLDPR 2025
- Readers: Everyone
Tracing Scientific Evolution: A 30-Year Cross-disciplinary Analysis
Yiqiao Jin, Yijia Xiao, Yiyang Wang, Jindong Wang
- Published: 05 Mar 2025, Last Modified: 05 Apr 2025
- MLDPR 2025
- Readers: Everyone