SOTAVerified

Conditional Text Generation

The task of generating text according to some pre-specified conditioning (e.g. topic or sentiment or constraint)

Papers

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Showing 31–40 of 67 papers

TitleStatusHype
Discourse-Aware Prompt Design for Text Generation—0
Discourse-Aware Soft Prompting for Text Generation—0
Realistic simulation of users for IT systems in cyber ranges—0
Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation—0
Exploring Conditional Text Generation for Aspect-Based Sentiment AnalysisCode0
Guided Generation of Cause and Effect—0
WikiGraphs: A Wikipedia Text - Knowledge Graph Paired DatasetCode0
Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text GenerationCode1
Is Everything in Order? A Simple Way to Order SentencesCode1
Unifying Vision-and-Language Tasks via Text GenerationCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-2-no-fine-tuningIgnored Constraint Error Rate28.2—Unverified
2GPT-2-fine-tuned-5-epochsIgnored Constraint Error Rate0.5—Unverified
3GPT-2-fine-tuned-20-epochsIgnored Constraint Error Rate0.3—Unverified
4GPT-2-with-filterIgnored Constraint Error Rate0—Unverified