Search or Accelerate: Confidence-Switched Position Beam Search for Diffusion Language Models | ScienceToStartup | ScienceToStartup

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References (23)

[1]

DreamOn: Diffusion Language Models For Code Infilling Beyond Fixed-size Canvas

2026Zirui Wu, Lin Zheng et al.

[2]

Improving Diffusion Language Model Decoding through Joint Search in Generation Order and Token Space

2026Yangyi Shen, Tianjian Feng et al.

[3]

Diffusion LLM with Native Variable Generation Lengths: Let [EOS] Lead the Way

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"SOAR enhances text generation in Diffusion Language Models by adapting decoding strategies based on confidence levels, improving quality without sacrificing speed."

Diffusion Models•Score: 7•View PDF ↗

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Search or Accelerate: Confidence-Switched Position Beam Search for Diffusion Language Models

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References (23)

Founder's Pitch

"SOAR enhances text generation in Diffusion Language Models by adapting decoding strategies based on confidence levels, improving quality without sacrificing speed."

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Search or Accelerate: Confidence-Switched Position Beam Search for Diffusion Language Models

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References (23)

Founder's Pitch

"SOAR enhances text generation in Diffusion Language Models by adapting decoding strategies based on confidence levels, improving quality without sacrificing speed."

Commercial Viability Breakdown

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