Top 16 multitask-learning open source projects

The Natural Language Decathlon: A Multitask Challenge for NLP

A list of multi-task learning papers and projects.

Multi-Task Learning package built with tensorflow 2 (Multi-Gate Mixture of Experts, Cross-Stitch, Ucertainty Weighting)

My notes and assignment solutions for Stanford CS330 (Fall 2019 & 2020) Deep Multi-Task and Meta Learning

Here is the code for the paper ``Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations'' accepted by EMNLP2020.

(ICCV 2019 Oral) Many Task Learning With Task Routing http://openaccess.thecvf.com/content_ICCV_2019/html/Strezoski_Many_Task_Learning_With_Task_Routing_ICCV_2019_paper.html

You Only Look Once for Panopitic Driving Perception.（https://arxiv.org/abs/2108.11250）

[ECCV 2020] Self-Supervised Monocular Depth Estimation: Solving the Dynamic Object Problem by Semantic Guidance

BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)

What and How Well You Performed? A Multitask Learning Approach to Action Quality Assessment [CVPR 2019]

Code for "Multi-task Reinforcement Learning with Soft Modularization"

Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]

A framework for multi-task learning, where you may precondition tasks and compose them into bigger tasks. Conditional objectives and per-task evaluations and interpretations.

Code for the paper Biomedical Event Extraction with Hierarchical Knowledge Graphs

*SEM 2018: Learning Distributed Event Representations with a Multi-Task Approach

中文NER的那些事儿