ICLR 2025 Workshop Data Problems Submissions

The Emperor's New Clothes in Benchmarking? A Rigorous Examination of Mitigation Strategies for LLM Benchmark Data Contamination
Yifan Sun, Han Wang, Dongbai Li, Gang Wang, Huan Zhang
- Published: 06 Mar 2025, Last Modified: 30 Apr 2025
- ICLR 2025 Workshop Data Problems Poster
- Readers: Everyone
Context-Guided Responsible Data Augmentation with Diffusion Models
Khawar Islam, NAVEED AKHTAR
- Published: 06 Mar 2025, Last Modified: 30 Apr 2025
- ICLR 2025 Workshop Data Problems Poster
- Readers: Everyone
Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs
Abhimanyu Hans, Yuxin Wen, Neel Jain, John Kirchenbauer, Hamid Kazemi, Prajwal Singhania, Siddharth Singh, Gowthami Somepalli, Jonas Geiping, Abhinav Bhatele, Tom Goldstein
- Published: 06 Mar 2025, Last Modified: 30 Apr 2025
- ICLR 2025 Workshop Data Problems Poster
- Readers: Everyone
Template Matters: Understanding the Role of Instruction Templates in Multimodal Language Model Evaluation and Training
Shijian Wang, Linxin Song, Jieyu Zhang, Ryotaro Shimizu, Ao Luo, Li Yao, Cunjian Chen, Julian McAuley, Hanqian Wu
- Published: 06 Mar 2025, Last Modified: 30 Apr 2025
- ICLR 2025 Workshop Data Problems Poster
- Readers: Everyone
Editable Concept Bottleneck Models
Lijie Hu, Chenyang Ren, Zhengyu Hu, Hongbin Lin, Cheng-Long Wang, Zhen Tan, Weimin Lyu, Jingfeng Zhang, Hui Xiong, Di Wang
- Published: 06 Mar 2025, Last Modified: 30 Apr 2025
- ICLR 2025 Workshop Data Problems Poster
- Readers: Everyone
Rule-Based Rating and Selection of LLM Training Data
Xiaomin Li, Mingye Gao, Zhiwei Zhang, Chang Yue, Hong Hu
- Published: 06 Mar 2025, Last Modified: 30 Apr 2025
- ICLR 2025 Workshop Data Problems Poster
- Readers: Everyone
Explaining Length Bias in LLM-Based Preference Evaluations
Zhengyu Hu, Linxin Song, Jieyu Zhang, Zheyuan Xiao, Zhengyu Chen, Hui Xiong
- Published: 06 Mar 2025, Last Modified: 30 Apr 2025
- ICLR 2025 Workshop Data Problems Poster
- Readers: Everyone
Language Model Preference Evaluation with Multiple Weak Evaluators
Zhengyu Hu, Jieyu Zhang, Zhihan Xiong, Alexander Ratner, Hui Xiong, Ranjay Krishna
- Published: 06 Mar 2025, Last Modified: 30 Apr 2025
- ICLR 2025 Workshop Data Problems Poster
- Readers: Everyone
Understanding Private Learning From Feature Perspective
Meng Ding, Mingxi Lei, Shaopeng Fu, Di Wang, Jinhui Xu
- Published: 06 Mar 2025, Last Modified: 30 Apr 2025
- ICLR 2025 Workshop Data Problems Poster
- Readers: Everyone
Nepotistically Trained Generative Image Models Collapse
Maty Bohacek, Hany Farid
- Published: 06 Mar 2025, Last Modified: 30 Apr 2025
- ICLR 2025 Workshop Data Problems Poster
- Readers: Everyone