"natural language generation" Papers
9 papers found
Conference
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
Finding Flawed Fictions: Evaluating Complex Reasoning in Language Models via Plot Hole Detection
Kabir Ahuja, Melanie Sclar, Yulia Tsvetkov
COLM 2025paperarXiv:2504.11900
15
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
ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference
Ziqian Zeng, Yihuai Hong, Hongliang Dai et al.
AAAI 2024paperarXiv:2312.11882
17
citations
MERGE: Fast Private Text Generation
Zi Liang, Pinghui Wang, Ruofei Zhang et al.
AAAI 2024paperarXiv:2305.15769
14
citations