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SPoT: A Trainable Sentence Planner

SPoT: A Trainable Sentence Planner 2025

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The document presents SPoT, a trainable sentence planner developed by researchers from AT&T Labs and Carnegie Mellon University. It introduces a two-phase methodology for sentence planning: first, a simple randomized generator (SPG) creates multiple potential sentence plans based on input text plans; second, a ranker (SPR) evaluates and selects the best plan using rules learned from human feedback. The results indicate that SPoT's performance is only 5% worse than top human rankings while significantly outperforming random selections, demonstrating its effectiveness in generating coherent sentences for dialog systems.

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We have answers to the most popular questions from our customers. If you can't find an answer to your question, please contact us.

What is the primary goal of sentence planning?

Sentence plans describe the activities that someone should complete while in prison and on licence. They aim to: reduce the risk of reoffending and serious harm support resettlement. They focus on risk, especially for people who are on an IPP or the new Extended Determinate Sentence (EDS).

What is a good sentence for planner?

noun. We talked to our financial planner about how to save enough money for retirement.

What is sentence planning?

The aim of offender management is to try to rehabilitate people so they are less likely to offend in the future. This could mean setting different goals for you to complete during your sentence. These goals are known as your sentence plan.

What is a sentence plan?

Your sentence plan will include things you need to do to reduce the risk of reoffending in the community. If you have been assessed as having a risk of serious harm which is medium, high or very high it will also include things you need to do to reduce the risk of harm.

What does a sentence planning advisor do?

Ensure that all sentencing authority and police documentation are actioned; Accurately calculate a prisoners sentence to ensure lawful detention, release and supervision of prisoners; Perform administrative processes to ensure the lawful detention of prisoners including, recording sentence and remand details, pre-

What is the meaning of planning in a sentence?

planning noun [U] (DECIDING) the act of deciding how to do something: Events like these take months of careful planning. Fewer examples. forward planning. The project went over budget because of a miscalculation at the planning stage.

SPoT: A Trainable Sentence Planner 2025

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