parameter efficient

Visual Query Tuning: Towards Effective Usage of Intermediate Representations for Parameter and Memory Efficient Transfer Learning CVPR 2023 XtremeCLIP: Extremely Parameter-efficient Tuning for Low-resource Vision Language Understanding ACL 2023 Your representations are in the network: composable and parallel adaptation for large scale models NeurIPS 2023 A Bregman Learning Framework for Sparse Neural Networks JMLR 2022 AdapterBias: Parameter-efficient Token-dependent Representation Shift for Adapters in NLP Tasks NAACL 2022 Attention Fusion: a light yet efficient late fusion mechanism for task adaptation in NLU NAACL 2022 Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method COLING 2022 BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022 COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models EMNLP 2022 Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems Interspeech 2022 DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization ACL 2022 Efficient Constituency Tree based Encoding for Natural Language to Bash Translation NAACL 2022 Efficient Hierarchical Domain Adaptation for Pretrained Language Models NAACL 2022 Fast Vocabulary Transfer for Language Model Compression EMNLP 2022 Go Wider Instead of Deeper AAAI 2022 Hierarchical Inductive Transfer for Continual Dialogue Learning ACL 2022 IDPG: An Instance-Dependent Prompt Generation Method NAACL 2022 Kronecker Decomposition for GPT Compression ACL 2022 Lifting the Curse of Multilinguality by Pre-training Modular Transformers NAACL 2022 LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022 Low-Resource Adaptation of Open-Domain Generative Chatbots ACL 2022 m4 Adapter: Multilingual Multi-Domain Adaptation for Machine Translation with a Meta-Adapter EMNLP 2022 On Curriculum Learning for Commonsense Reasoning NAACL 2022 Por Qué Não Utiliser Alla Språk? Mixed Training with Gradient Optimization in Few-Shot Cross-Lingual Transfer NAACL 2022 PPT: Pre-trained Prompt Tuning for Few-shot Learning ACL 2022