parameter-efficient learning

BayesTune: Bayesian Sparse Deep Model Fine-tuning NeurIPS 2023 Combining Parameter-efficient Modules for Task-level Generalisation EACL 2023 DeepBlueAI at PragTag-2023:Ensemble-based Text Classification Approaches under Limited Data Resources EMNLP 2023 Don’t Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters Interspeech 2023 E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning ICCV 2023 H2O Open Ecosystem for State-of-the-art Large Language Models EMNLP 2023 Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models ICCV 2023 Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models’ Memories ACL 2023 Parameter-Efficient Learning for Text-to-Speech Accent Adaptation Interspeech 2023 Pass-Tuning: Towards Structure-Aware Parameter-Efficient Tuning for Code Representation Learning EMNLP 2023 PIP: Parse-Instructed Prefix for Syntactically Controlled Paraphrase Generation ACL 2023 TADA: Efficient Task-Agnostic Domain Adaptation for Transformers ACL 2023 Translation-Enhanced Multilingual Text-to-Image Generation ACL 2023 Uncertainty-aware Parameter-Efficient Self-training for Semi-supervised Language Understanding EMNLP 2023 Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules EMNLP 2023 Vision Transformers Are Parameter-Efficient Audio-Visual Learners CVPR 2023 ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts EMNLP 2022 Continual Prompt Tuning for Dialog State Tracking ACL 2022 Debiasing Pre-Trained Language Models via Efficient Fine-Tuning ACL 2022 Evaluating Parameter Efficient Learning for Generation EMNLP 2022 Exploring The Landscape of Distributional Robustness for Question Answering Models EMNLP 2022 Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking EMNLP 2022 Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning EMNLP 2022 Knowledge Inheritance for Pre-trained Language Models NAACL 2022 Novelty Controlled Paraphrase Generation with Retrieval Augmented Conditional Prompt Tuning AAAI 2022