Poster "natural language generation" Papers

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AdaMSS: Adaptive Multi-Subspace Approach for Parameter-Efficient Fine-Tuning

Jingjing Zheng, Wanglong Lu, Yiming Dong et al.

NEURIPS 2025

Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution

Haiyan Zhao, Heng Zhao, Bo Shen et al.

ICLR 2025arXiv:2410.00153
19
citations

Conformal Generative Modeling with Improved Sample Efficiency through Sequential Greedy Filtering

Klaus-Rudolf Kladny, Bernhard Schölkopf, Michael Muehlebach

ICLR 2025arXiv:2410.01660
5
citations

Federated Residual Low-Rank Adaption of Large Language Models

Yunlu Yan, Chun-Mei Feng, Wangmeng Zuo et al.

ICLR 2025
8
citations

Remasking Discrete Diffusion Models with Inference-Time Scaling

Guanghan Wang, Yair Schiff, Subham Sahoo et al.

NEURIPS 2025arXiv:2503.00307
90
citations

BRAIn: Bayesian Reward-conditioned Amortized Inference for natural language generation from feedback

Gaurav Pandey, Yatin Nandwani, Tahira Naseem et al.

ICML 2024arXiv:2402.02479
5
citations