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DINGO: Constrained Inference for Diffusion LLMs

DINGO: Constrained Inference for Diffusion LLMs

29 May 2025

Debangshu Banerjee

Sasa Misailovic

Gagandeep Singh

ArXiv (abs)PDF HTML HuggingFace (31 upvotes)

Papers citing "DINGO: Constrained Inference for Diffusion LLMs"

6 / 6 papers shown

Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning

Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning

172

0

0

22 Aug 2025

A Survey on Diffusion Language Models

A Survey on Diffusion Language Models

281

28

0

14 Aug 2025

Constrained Decoding of Diffusion LLMs with Context-Free Grammars

Constrained Decoding of Diffusion LLMs with Context-Free Grammars

Jasper Dekoninck

100

2

0

13 Aug 2025

Syntactic and Semantic Control of Large Language Models via Sequential Monte Carlo

Syntactic and Semantic Control of Large Language Models via Sequential Monte CarloInternational Conference on Learning Representations (ICLR), 2025

Benjamin LeBrun

...

Vikash K. Mansinghka

Alexander K. Lew

Timothy J. O'Donnell

540

22

0

17 Apr 2025

Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models

Block Diffusion: Interpolating Between Autoregressive and Diffusion Language ModelsInternational Conference on Learning Representations (ICLR), 2025

Marianne Arriola

Subham Sekhar Sahoo

Volodymyr Kuleshov

628

140

0

12 Mar 2025

Large Language Diffusion Models

Large Language Diffusion Models

1.0K

314

0

14 Feb 2025