"language generation" Papers

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Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking

Pengxiang Li, Shilin Yan, Jiayin Cai et al.

NEURIPS 2025arXiv:2505.20199
14
citations

Copyright-Protected Language Generation via Adaptive Model Fusion

Javier Abad, Konstantin Donhauser, Francesco Pinto et al.

ICLR 2025arXiv:2412.06619
4
citations

Numerical Pruning for Efficient Autoregressive Models

Xuan Shen, Zhao Song, Yufa Zhou et al.

AAAI 2025paperarXiv:2412.12441
23
citations

Parameter Efficient Fine-tuning via Explained Variance Adaptation

Fabian Paischer, Lukas Hauzenberger, Thomas Schmied et al.

NEURIPS 2025arXiv:2410.07170
6
citations

Stop-Think-AutoRegress: Language Modeling with Latent Diffusion Planning

Justin Lovelace, Christian K Belardi, Sofian Zalouk et al.

COLM 2025paper

A Bias-Variance-Covariance Decomposition of Kernel Scores for Generative Models

Sebastian Gregor Gruber, Florian Buettner

ICML 2024arXiv:2310.05833
5
citations

Language Generation with Strictly Proper Scoring Rules

Chenze Shao, Fandong Meng, Yijin Liu et al.

ICML 2024arXiv:2405.18906
7
citations