Controllable Generation

XtraGPT: Context-Aware and Controllable Academic Paper Revision via Human-AI Collaboration ACL 2026 yasaminal at Semeval2026: Constraint-Aware Humor Generation with Knowledge Graph Guidance SemEval 2026 Counterfactual Activation Editing for Post-hoc Prosody and Mispronunciation Correction in TTS Models Interspeech 2025 Efficient and Asymptotically Unbiased Constrained Decoding for Large Language Models AISTATS 2025 PromptEVC: Controllable Emotional Voice Conversion with Natural Language Prompts Interspeech 2025 VibE-SVC: Vibrato Extraction with High-frequency F0 Contour for Singing Voice Conversion Interspeech 2025 OmniControl: Control Any Joint at Any Time for Human Motion Generation ICLR 2024 Controllable Text Generation via Probability Density Estimation in the Latent Space ACL 2023 Generating Sequences by Learning to Self-Correct ICLR 2023 Harnessing Black-Box Control to Boost Commonsense in LM’s Generation EMNLP 2023 Retrieval-based Controllable Molecule Generation ICLR 2023 Lexically Constrained Decoding with Edit Operation Prediction for Controllable Text Simplification EMNLP 2022 (Psycho-)Linguistic Features Meet Transformer Models for Improved Explainable and Controllable Text Simplification EMNLP 2022 Stylistic Response Generation by Controlling Personality Traits and Intent ACL 2022 CoCon: A Self-Supervised Approach for Controlled Text Generation ICLR 2021 Controllable Neural Dialogue Summarization with Personal Named Entity Planning EMNLP 2021 Explanation by Progressive Exaggeration ICLR 2020 Plug and Play Language Models: A Simple Approach to Controlled Text Generation ICLR 2020