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Papers
Text2Data: Low-Resource Data Generation with Textual Control
AAAI 2025
Token-level Preference Self-Alignment Optimization for Multi-style Outline Controllable Generation
ACL 2025
Towards Controllable Speech Synthesis in the Era of Large Language Models: A Systematic Survey
EMNLP 2025
Towards Generating Controllable and Solvable Geometry Problem by Leveraging Symbolic Deduction Engine
ACL 2025
TrackGo: A Flexible and Efficient Method for Controllable Video Generation
AAAI 2025
ULTRABENCH: Benchmarking LLMs under Extreme Fine-grained Text Generation
EMNLP 2025
UNIC-Adapter: Unified Image-instruction Adapter with Multi-modal Transformer for Image Generation
CVPR 2025
UniCombine: Unified Multi-Conditional Combination with Diffusion Transformer
ICCV 2025
VidCapBench: A Comprehensive Benchmark of Video Captioning for Controllable Text-to-Video Generation
ACL 2025
Adapting Diffusion Models for Improved Prompt Compliance and Controllable Image Synthesis
NeurIPS 2024
Aligning Large Language Models for Controllable Recommendations
ACL 2024
ATLAS: Improving Lay Summarisation with Attribute-based Control
ACL 2024
Attack Deterministic Conditional Image Generative Models for Diverse and Controllable Generation
AAAI 2024
Audio Generation with Multiple Conditional Diffusion Model
AAAI 2024
Automatic Controllable Colorization via Imagination
CVPR 2024
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization
NAACL 2024
Benchmarking Large Language Models on Controllable Generation under Diversified Instructions
AAAI 2024
Can LLMs Speak For Diverse People? Tuning LLMs via Debate to Generate Controllable Controversial Statements
ACL 2024
CAT-DM: Controllable Accelerated Virtual Try-on with Diffusion Model
CVPR 2024
CCEdit: Creative and Controllable Video Editing via Diffusion Models
CVPR 2024
CLID: Controlled-Length Image Descriptions With Limited Data
WACV 2024
CoCoG: Controllable Visual Stimuli Generation Based on Human Concept Representations
IJCAI 2024
Controllable Citation Sentence Generation with Language Models
ACL 2024
Controllable Sentence Simplification in Swedish Using Control Prefixes and Mined Paraphrases
COLING 2024
Controllable Text Summarization: Unraveling Challenges, Approaches, and Prospects - A Survey
ACL 2024