parameter-efficient tuning

Prompt Tuning for Unified Multimodal Pretrained Models ACL 2023 Regularized Mask Tuning: Uncovering Hidden Knowledge in Pre-Trained Vision-Language Models ICCV 2023 rematchka at NADI 2023 shared task: Parameter Efficient tuning for Dialect Identification and Dialect Machine Translation EMNLP 2023 Residual Prompt Tuning: improving prompt tuning with residual reparameterization ACL 2023 Res-Tuning: A Flexible and Efficient Tuning Paradigm via Unbinding Tuner from Backbone NeurIPS 2023 Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision Redundancy ICCV 2023 Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning ACL 2023 Tailor: A Soft-Prompt-Based Approach to Attribute-Based Controlled Text Generation ACL 2023 Unifying Cross-Lingual Transfer across Scenarios of Resource Scarcity EMNLP 2023 VL-PET: Vision-and-Language Parameter-Efficient Tuning via Granularity Control ICCV 2023 VPGTrans: Transfer Visual Prompt Generator across LLMs NeurIPS 2023 XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding ACL 2023 Zero-shot Cross-lingual Transfer With Learned Projections Using Unlabeled Target-Language Data ACL 2023 ATTEMPT: Parameter-Efficient Multi-task Tuning via Attentional Mixtures of Soft Prompts EMNLP 2022 BBTv2: Towards a Gradient-Free Future with Large Language Models EMNLP 2022 BMInf: An Efficient Toolkit for Big Model Inference and Tuning ACL 2022 Calibrating Factual Knowledge in Pretrained Language Models EMNLP 2022 Composable Sparse Fine-Tuning for Cross-Lingual Transfer ACL 2022 Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning EMNLP 2022 DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog ACL 2022 Efficiently Tuned Parameters Are Task Embeddings EMNLP 2022 Exploring Robustness of Prefix Tuning in Noisy Data: A Case Study in Financial Sentiment Analysis EMNLP 2022 FPT: Improving Prompt Tuning Efficiency via Progressive Training EMNLP 2022 GPS: Genetic Prompt Search for Efficient Few-Shot Learning EMNLP 2022 Language Model Priming for Cross-Lingual Event Extraction AAAI 2022