DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models

DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models

Sidi Lu, Wenbo Zhao, Chenyang Tao, Arpit Gupta, Shanchan Wu, Tagyoung Chung, and Nanyun Peng, in Proceedings of the Fortieth International Conference on Machine Learning (ICML), 2024.

Abstract

Bib Entry

@inproceedings{lu2024nado2,
  title = {DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models},
  author = {Lu, Sidi and Zhao, Wenbo and Tao, Chenyang and Gupta, Arpit and Wu, Shanchan and Chung, Tagyoung and Peng, Nanyun},
  booktitle = {Proceedings of the Fortieth International Conference on Machine Learning (ICML)},
  year = {2024}
}

Related Publications

1. DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models

   Sidi Lu, Wenbo Zhao, Chenyang Tao, Arpit Gupta, Shanchan Wu, Tagyoung Chung, and Nanyun Peng, in Proceedings of the Fortieth International Conference on Machine Learning (ICML), 2024.
   BibTeX Details

   @inproceedings{lu2024nado2,
     title = {DiNADO: Norm-Disentangled Neurally-Decomposed Oracles for Controlling Language Models},
     author = {Lu, Sidi and Zhao, Wenbo and Tao, Chenyang and Gupta, Arpit and Wu, Shanchan and Chung, Tagyoung and Peng, Nanyun},
     booktitle = {Proceedings of the Fortieth International Conference on Machine Learning (ICML)},
     year = {2024}
   }
   

   Details

2. Tractable Control for Autoregressive Language Generation

   Honghua Zhang, Meihua Dang, Nanyun Peng, and Guy Van den Broeck, in Proceedings of the Fortieth International Conference on Machine Learning (ICML), 2023.
   Full Text BibTeX Details Oral Paper

   @inproceedings{zhang2023gelato,
     title = {Tractable Control for Autoregressive Language Generation},
     author = {Zhang, Honghua and Dang, Meihua and Peng, Nanyun and Broeck, Guy Van den},
     booktitle = {Proceedings of the Fortieth International Conference on Machine Learning (ICML)},
     year = {2023}
   }
   

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   Tao Meng, Sidi Lu, Nanyun Peng, and Kai-Wei Chang, in Proceedings of the Thirty-Sixth Conference on Neural Information Processing Systems (NeurIPS), 2022.
   Full Text BibTeX Details Oral Paper

   @inproceedings{meng2022nado,
     title = {Controllable Text Generation with Neurally-Decomposed Oracle},
     author = {Meng, Tao and Lu, Sidi and Peng, Nanyun and Chang, Kai-Wei},
     booktitle = {Proceedings of the Thirty-Sixth Conference on Neural Information Processing Systems (NeurIPS)},
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   Details