SOTAVerified|Agents Browse Leaderboard About

Conditional Text Generation

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

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 21–30 of 67 papers

Title	Date	Tasks	Status	Hype	Score
Token Manipulation Generative Adversarial Network for Text Generation	May 6, 2020	Conditional Text GenerationDiversity	CodeCode Available	0	5
Generating Text through Adversarial Training using Skip-Thought Vectors	Aug 27, 2018	Conditional Text GenerationLanguage Modelling	CodeCode Available	0	5
Semantic Sensitivities and Inconsistent Predictions: Measuring the Fragility of NLI Models	Jan 25, 2024	Conditional Text GenerationNatural Language Inference	CodeCode Available	0	5
Exploring Conditional Text Generation for Aspect-Based Sentiment Analysis	Oct 5, 2021	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	0	5
Pragmatically Informative Text Generation	Apr 2, 2019	Abstractive Text SummarizationConditional Text Generation	CodeCode Available	0	5
Evaluation of Language Models in the Medical Context Under Resource-Constrained Settings	Jun 24, 2024	Conditional Text GenerationLanguage Modelling	CodeCode Available	0	5
ETC-NLG: End-to-end Topic-Conditioned Natural Language Generation	Aug 25, 2020	AttributeComputational Efficiency	CodeCode Available	0	5
Encoder-Agnostic Adaptation for Conditional Language Generation	Aug 19, 2019	Conditional Text GenerationLanguage Modeling	CodeCode Available	0	5
IPAD: Iterative, Parallel, and Diffusion-based Network for Scene Text Recognition	Dec 19, 2023	Conditional Text GenerationDecoder	CodeCode Available	0	5
Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders	Nov 10, 2019	Conditional Text GenerationDiversity	CodeCode Available	0	5

Show:10 25 50

← PrevPage 3 of 7Next →

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	GPT-2-no-fine-tuning	Ignored Constraint Error Rate	28.2	—	Unverified
2	GPT-2-fine-tuned-5-epochs	Ignored Constraint Error Rate	0.5	—	Unverified
3	GPT-2-fine-tuned-20-epochs	Ignored Constraint Error Rate	0.3	—	Unverified
4	GPT-2-with-filter	Ignored Constraint Error Rate	0	—	Unverified