2025 "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 2025posterarXiv:2502.06892

DCA: Dividing and Conquering Amnesia in Incremental Object Detection

Aoting Zhang, Dongbao Yang, Chang Liu et al.

AAAI 2025paperarXiv:2503.15295

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

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

NEURIPS 2025posterarXiv:2505.18773

Multimodal Quantitative Language for Generative Recommendation

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

ICLR 2025posterarXiv:2504.05314

PLMTrajRec: A Scalable and Generalizable Trajectory Recovery Method with Pre-trained Language Models

Tonglong Wei, Yan Lin, Youfang Lin et al.

NEURIPS 2025oralarXiv:2410.14281

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

Kangjie Zheng, Siyue Liang, Junwei Yang et al.

ICLR 2025posterarXiv:2412.05569