Learning Sparse Sharing Architectures for Multiple Tasks

Learning Sparse Sharing Architectures for Multiple Tasks

12 November 2019

Tianxiang Sun

Xipeng Qiu

Xuanjing Huang

Papers citing "Learning Sparse Sharing Architectures for Multiple Tasks"

9 / 9 papers shown

Title
AdapMTL: Adaptive Pruning Framework for Multitask Learning Model Mingcan Xiang Steven Jiaxun Tang Qizheng Yang Hui Guan Tongping Liu VLM 34 0 0 07 Aug 2024
Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning Chong Li Shaonan Wang Yunhao Zhang Jiajun Zhang Chengqing Zong 27 4 0 16 Oct 2023
Multi-task Highly Adaptive Lasso Ivana Malenica Rachael V. Phillips D. Lazzareschi Jeremy Coyle Romain Pirracchio Mark van der Laan 28 0 0 27 Jan 2023
One Model for All Domains: Collaborative Domain-Prefix Tuning for Cross-Domain NER Xiang Chen Lei Li Q. Fei Ningyu Zhang Chuanqi Tan Yong-jia Jiang Fei Huang Huajun Chen 21 23 0 25 Jan 2023
Data-Efficient Cross-Lingual Transfer with Language-Specific Subnetworks Rochelle Choenni Dan Garrette Ekaterina Shutova 24 2 0 31 Oct 2022
Language Adaptive Cross-lingual Speech Representation Learning with Sparse Sharing Sub-networks Yizhou Lu Mingkun Huang Xinghua Qu Pengfei Wei Zejun Ma 19 19 0 09 Mar 2022
Multi-Task Learning with Deep Neural Networks: A Survey M. Crawshaw CVBM 16 608 0 10 Sep 2020
FLAT: Chinese NER Using Flat-Lattice Transformer Xiaonan Li Hang Yan Xipeng Qiu Xuanjing Huang 18 389 0 24 Apr 2020
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016