conftrace_

parameter-efficient learning

53 papers

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Also known as

PEL

Co-occurring keywords

large language model (13587) transfer learning (5449) prompt tuning (391) parameter efficient (173) language model (4599) parameter-efficient fine-tuning (736) adapter tuning (59) knowledge distillation (3725) few-shot learning (3398) model compression (3302)

Papers

H2O Open Ecosystem for State-of-the-art Large Language Models EMNLP 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
Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules EMNLP 2023
Argument Detection in Student Essays under Resource Constraints EMNLP 2023
DeepBlueAI at PragTag-2023:Ensemble-based Text Classification Approaches under Limited Data Resources EMNLP 2023
BayesTune: Bayesian Sparse Deep Model Fine-tuning NIPS 2023
AdapterDistillation: Non-Destructive Task Composition with Knowledge Distillation EMNLP 2023
Uncertainty-aware Parameter-Efficient Self-training for Semi-supervised Language Understanding EMNLP 2023
Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models ICCV 2023
E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning ICCV 2023
A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech Model INTERSPEECH 2023
Automatic Tuning of Loss Trade-offs without Hyper-parameter Search in End-to-End Zero-Shot Speech Synthesis INTERSPEECH 2023
Don’t Stop Self-Supervision: Accent Adaptation of Speech Representations via Residual Adapters INTERSPEECH 2023
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking EMNLP 2022
Knowledge Inheritance for Pre-trained Language Models NAACL 2022
Tiny-Attention Adapter: Contexts Are More Important Than the Number of Parameters EMNLP 2022
XPrompt: Exploring the Extreme of Prompt Tuning EMNLP 2022
Inducer-tuning: Connecting Prefix-tuning and Adapter-tuning EMNLP 2022
ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts EMNLP 2022
Exploring The Landscape of Distributional Robustness for Question Answering Models EMNLP 2022
Continual Prompt Tuning for Dialog State Tracking ACL 2022
Parameter-Efficient Legal Domain Adaptation EMNLP 2022
Debiasing Pre-Trained Language Models via Efficient Fine-Tuning ACL 2022