Guy Van den Broeck - The Pitfalls of Maximum Likelihood Training of TPMs for Controllable Language Generation (bibtex)

The Pitfalls of Maximum Likelihood Training of TPMs for Controllable Language Generation (bibtex)

by Hanzhang Liu, William Zhao, Zilei Shao, Benjie Wang and Guy Van den Broeck

Reference:

Hanzhang Liu, William Zhao, Zilei Shao, Benjie Wang and Guy Van den Broeck. The Pitfalls of Maximum Likelihood Training of TPMs for Controllable Language Generation, In Proceedings of the UAI Workshop on Tractable Probabilistic Modeling (TPM), 2026.

Bibtex Entry:

@inproceedings{HLiuTPM26,
  title     = {The Pitfalls of Maximum Likelihood Training of TPMs for Controllable Language Generation},
  author    = {Liu, Hanzhang and Zhao, William and Shao, Zilei and Wang, Benjie and Van den Broeck, Guy},
  booktitle = {Proceedings of the UAI Workshop on Tractable Probabilistic Modeling (TPM)},
  month     = 7,
  year      = {2026},
  keywords  = {workshop}
}