Poster "pre-trained language models" Papers

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Certifying Language Model Robustness with Fuzzed Randomized Smoothing: An Efficient Defense Against Backdoor Attacks

Bowei He, Lihao Yin, Huiling Zhen et al.

ICLR 2025arXiv:2502.06892

Exploring the limits of strong membership inference attacks on large language models

Jamie Hayes, I Shumailov, Christopher A. Choquette-Choo et al.

NEURIPS 2025arXiv:2505.18773

Multimodal Quantitative Language for Generative Recommendation

Jianyang Zhai, Zi-Feng Mai, Chang-Dong Wang et al.

ICLR 2025arXiv:2504.05314

SMI-Editor: Edit-based SMILES Language Model with Fragment-level Supervision

Kangjie Zheng, Siyue Liang, Junwei Yang et al.

ICLR 2025arXiv:2412.05569

Defense against Backdoor Attack on Pre-trained Language Models via Head Pruning and Attention Normalization

Xingyi Zhao, Depeng Xu, Shuhan Yuan

LangCell: Language-Cell Pre-training for Cell Identity Understanding

Suyuan Zhao, Jiahuan Zhang, Yushuai Wu et al.

ICML 2024arXiv:2405.06708

Understanding Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation

Xinyi Wang, Alfonso Amayuelas, Kexun Zhang et al.

ICML 2024arXiv:2402.03268