conftrace_

parameter sharing

205 papers

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Also known as

PSS

Co-occurring keywords

multi-task learning (2575) model compression (3302) transfer learning (5449) neural machine translation (2310) neural network (6616) neural architecture search (666) parameter efficiency (417) convolutional neural network (4226) efficient computing (781) multilingual translation (294)

Papers

From Fully Trained to Fully Random Embeddings: Improving Neural Machine Translation with Compact Word Embedding Tables AAAI 2022
Improving Transformer with an Admixture of Attention Heads NIPS 2022
High-resource Language-specific Training for Multilingual Neural Machine Translation IJCAI 2022
W2V2-Light: A Lightweight Version of Wav2vec 2.0 for Automatic Speech Recognition INTERSPEECH 2022
Investigating Parameter Sharing in Multilingual Speech Translation INTERSPEECH 2022
Multilingual Machine Translation with Hyper-Adapters EMNLP 2022
Shapeshifter: a Parameter-efficient Transformer using Factorized Reshaped Matrices NIPS 2021
Maximum Roaming Multi-Task Learning AAAI 2021
Multi-Task Recurrent Modular Networks AAAI 2021
UniT: Multimodal Multitask Learning With a Unified Transformer ICCV 2021
Improving Speech Translation by Understanding and Learning from the Auxiliary Text Translation Task ACL 2021
GraphMix: Improved Training of GNNs for Semi-Supervised Learning AAAI 2021
Learn-to-Share: A Hardware-friendly Transfer Learning Framework Exploiting Computation and Parameter Sharing ICML 2021
Model Linkage Selection for Cooperative Learning JMLR 2021
Importance-based Neuron Allocation for Multilingual Neural Machine Translation IJCNLP 2021
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets IJCNLP 2021
Hierarchical Transformer for Multilingual Machine Translation EACL 2021
Learning Language Specific Sub-network for Multilingual Machine Translation IJCNLP 2021
AutoAttend: Automated Attention Representation Search ICML 2021
Personalized Federated Learning using Hypernetworks ICML 2021
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding ACL 2021
Tied Block Convolution: Leaner and Better CNNs with Shared Thinner Filters AAAI 2021
One Semantic Parser to Parse Them All: Sequence to Sequence Multi-Task Learning on Semantic Parsing Datasets ACL 2021
Learning Language Specific Sub-network for Multilingual Machine Translation ACL 2021
Multimodal Phased Transformer for Sentiment Analysis EMNLP 2021