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Papers
Do NOT Classify and Count: Hybrid Attribute Control Success Evaluation
EACL 2026
IMAGGarment+: Efficient Attribute-Wise Diffusion for Garment Generation
AAAI 2026
Language-Grounded Multi-Domain Image Translation via Semantic Difference Guidance
EACL 2026
LingGen: Scalable Multi-Attribute Linguistic Control via Power-Law Masking
EACL 2026
ORSO QGen: Odds-Ratio Steerable Optimization for Controlling Question Generation
EACL 2026
A Lightweight Multi Aspect Controlled Text Generation Solution For Large Language Models
NAACL 2025
Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder
ICCV 2025
CompSlider: Compositional Slider for Disentangled Multiple-Attribute Image Generation
ICCV 2025
Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions
CVPR 2025
ECO Decoding: Entropy-Based Control for Controllability and Fluency in Controllable Dialogue Generation
EMNLP 2025
Enhancing Hate Speech Classifiers through a Gradient-assisted Counterfactual Text Generation Strategy
EMNLP 2025
FairGen: Enhancing Fairness in Text-to-Image Diffusion Models via Self-Discovering Latent Directions
ICCV 2025
Linguistically-Controlled Paraphrase Generation
EMNLP 2025
Palette of Language Models: A Solver for Controlled Text Generation
NAACL 2025
ATLAS: Improving Lay Summarisation with Attribute-based Control
ACL 2024
Attribute Controlled Fine-tuning for Large Language Models: A Case Study on Detoxification
EMNLP 2024
Controlled Text Generation for Black-box Language Models via Score-based Progressive Editor
ACL 2024
Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs
ACL 2024
Disentangled Learning with Synthetic Parallel Data for Text Style Transfer
ACL 2024
Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs
ACL 2024
FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation
ACL 2024
How Transferable are Attribute Controllers on Pretrained Multilingual Translation Models?
EACL 2024
PEGASUS: Personalized Generative 3D Avatars with Composable Attributes
CVPR 2024
Prompt-Singer: Controllable Singing-Voice-Synthesis with Natural Language Prompt
NAACL 2024
RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework
EMNLP 2024