conftrace_

parameter-efficient finetuning

59 papers

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Co-occurring keywords

large language model (13587) parameter-efficient fine-tuning (736) model compression (3302) low-rank adaptation (560) transfer learning (5449) instruction tuning (838) knowledge distillation (3725) language model (4599) multimodal learning (4645) memory efficiency (261)

Papers

Assessing the Portability of Parameter Matrices Trained by Parameter-Efficient Finetuning Methods EACL 2024
QLoRA: Efficient Finetuning of Quantized LLMs NIPS 2023
On Prefix-tuning for Lightweight Out-of-distribution Detection ACL 2023
Jointly Reparametrized Multi-Layer Adaptation for Efficient and Private Tuning ACL 2023
Unified Low-Resource Sequence Labeling by Sample-Aware Dynamic Sparse Finetuning EMNLP 2023
Identifying and Adapting Transformer-Components Responsible for Gender Bias in an English Language Model EMNLP 2023
Evaluating Parameter-Efficient Finetuning Approaches for Pre-trained Models on the Financial Domain EMNLP 2023
Parameter-Efficient Finetuning for Robust Continual Multilingual Learning ACL 2023
Domain Specific Sub-network for Multi-Domain Neural Machine Translation IJCNLP 2022