prefix tuning

Enhancing Continual Learning of Vision-Language Models via Dynamic Prefix Weighting CVPR 2026 AdaPrefix++: Integrating Adapters Prefixes and Hypernetwork for Continual Learning WACV 2025 ADIFF: Explaining audio difference using natural language ICLR 2025 DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying COLING 2025 Dynamic Prefix as Instructor for Incremental Named Entity Recognition: A Unified Seq2Seq Generation Framework ACL 2025 Revisiting Prefix-tuning: Statistical Benefits of Reparameterization among Prompts ICLR 2025 Zero-Shot Cross-Lingual Transfer using Prefix-Based Adaptation EMNLP 2025 Biases Mitigation and Expressiveness Preservation in Language Models: A Comprehensive Pipeline (Student Abstract) AAAI 2024 Controllable Sentence Simplification in Swedish Using Control Prefixes and Mined Paraphrases COLING 2024 Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning NAACL 2024 Enhancing Short-Text Topic Modeling with LLM-Driven Context Expansion and Prefix-Tuned VAEs EMNLP 2024 From Bottom to Top: Extending the Potential of Parameter Efficient Fine-Tuning EMNLP 2024 Mix-Initiative Response Generation with Dynamic Prefix Tuning NAACL 2024 Mixture of Experts Meets Prompt-Based Continual Learning NeurIPS 2024 Parameter-Efficient Transfer Learning for End-to-end Speech Translation COLING 2024 Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models EMNLP 2024 Prompting a Pretrained Transformer Can Be a Universal Approximator ICML 2024 Prompting Whisper for QA-driven Zero-shot End-to-end Spoken Language Understanding Interspeech 2024 Selective Prefix Tuning for Pre-trained Language Models ACL 2024 Teaching Language Models to Hallucinate Less with Synthetic Tasks ICLR 2024 When Do Prompting and Prefix-Tuning Work? A Theory of Capabilities and Limitations ICLR 2024 Air-Decoding: Attribute Distribution Reconstruction for Decoding-Time Controllable Text Generation EMNLP 2023 AMPERE: AMR-Aware Prefix for Generation-Based Event Argument Extraction Model ACL 2023 An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models ACL 2023 A Unified Continual Learning Framework with General Parameter-Efficient Tuning ICCV 2023