conftrace_

parameter efficient

173 papers

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Co-occurring keywords

model compression (3302) transfer learning (5449) large language model (13587) knowledge distillation (3725) parameter efficiency (417) domain adaptation (4595) language model (4599) mixture of expert (640) vision transformer (1106) parameter-efficient fine-tuning (736)

Papers

Relaxing Equivariance Constraints with Non-stationary Continuous Filters NIPS 2022
Quadapter: Adapter for GPT-2 Quantization EMNLP 2022
Go Wider Instead of Deeper AAAI 2022
Domain Prompts: Towards memory and compute efficient domain adaptation of ASR systems INTERSPEECH 2022
PPT: Pre-trained Prompt Tuning for Few-shot Learning ACL 2022
On Curriculum Learning for Commonsense Reasoning NAACL 2022
LightNER: A Lightweight Tuning Paradigm for Low-resource NER via Pluggable Prompting COLING 2022
IDPG: An Instance-Dependent Prompt Generation Method NAACL 2022
Efficient Constituency Tree based Encoding for Natural Language to Bash Translation NAACL 2022
Efficient Hierarchical Domain Adaptation for Pretrained Language Models NAACL 2022
Attribute Injection for Pretrained Language Models: A New Benchmark and an Efficient Method COLING 2022
Fast Vocabulary Transfer for Language Model Compression EMNLP 2022
When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism AAAI 2022
Low-Resource Adaptation of Open-Domain Generative Chatbots ACL 2022
Lifting the Curse of Multilinguality by Pre-training Modular Transformers NAACL 2022
Hierarchical Inductive Transfer for Continual Dialogue Learning ACL 2022
Kronecker Decomposition for GPT Compression ACL 2022
Prompt-free and Efficient Few-shot Learning with Language Models ACL 2022
Domain Specific Sub-network for Multi-Domain Neural Machine Translation IJCNLP 2022
Attention Fusion: a light yet efficient late fusion mechanism for task adaptation in NLU NAACL 2022
DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization ACL 2022
BioReader: a Retrieval-Enhanced Text-to-Text Transformer for Biomedical Literature EMNLP 2022
Counter-Interference Adapter for Multilingual Machine Translation EMNLP 2021
Task Switching Network for Multi-Task Learning ICCV 2021
Meta-Transfer Learning for Low-Resource Abstractive Summarization AAAI 2021