Sequential-Targeting

Code for Sequential Targeting: A Continual Learning Approach for Data Imbalance in Text Classification

Stars

1

Forks

2

Language

Python

Last Updated

Feb 06, 2023

Similar Repos
Repo Language Stars Description Updated At
Jupyter Notebook 3 Augmenting Imbalance Text Classification Using GANs Oct 17, 2021
Python 45 Code for Neurips2021 Paper "Topology-Imbalance Learning for Semi-Supervised Node Classification". May 05, 2023
Python 3 Code for "Hyperbolic Geometric Graph Representation Learning for Hierarchy-imbalance Node Classification" Jul 11, 2023
Python 35 Codes for the paper: Continual Learning for Text Classification with Information Disentanglement Based Regularization Mar 05, 2023
Python 21 Code for ECML/PKDD 2020 Paper --- Continual Learning with Knowledge Transfer for Sentiment Classification Apr 17, 2023
Jupyter Notebook 2 code for generalized variational continual learning Feb 20, 2024
Python 3 Continual learning on StackOverflow data Feb 14, 2022
Python 3 Sequential down sample implementation for imbalanced data classification. Oct 12, 2020
Jupyter Notebook 7 Generative adversarial approach to text classification Dec 07, 2022
Python 18 Code for Continual Learning of Control Primitives May 05, 2022
Go 2 A data-imbalance-aware scheduler for distributed deep learning Jun 28, 2023
Python 7 Official Pytorch Implementation for Continual Learning For On-Device Environmental Sound Classification Jul 26, 2022
Python 54 Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation" Sep 11, 2022
Java 46 A compiler for automatically re-targeting sequential Java code to Apache Spark. Jan 21, 2023
Python 24 Code and data for the project "Visually grounded continual learning of compositional semantics" Jun 26, 2022
None 2 Code for NAACL 2021 Paper --- Adapting BERT for Continual Learning of a Sequence of … Nov 16, 2021
Python 11 Code for EMNLP2019 paper : "Benchmarking zero-shot text classification: datasets, evaluation and entailment approach" Apr 19, 2022
Python 3 Summarizing Stream Data for Memory-Restricted Online Continual Learning Jun 14, 2023
Jupyter Notebook 4 Deep Learning Library for Text Classification. Jan 13, 2021
Python 77 Semi Supervised Learning for Text-Classification May 09, 2023
None 11 code and data for AAAI2022 paper "ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification" May 20, 2023
Python 19 Continual Learning Toolkit for Reinforcement Learning May 18, 2020
Jupyter Notebook 47 Jupyter Notebook presentation for class imbalance in binary classification Apr 24, 2022
Python 37 Learning To Compare For Text , Few shot learning in text classification Aug 02, 2022
Python 323 (LMNet) Moving Object Segmentation in 3D LiDAR Data: A Learning-based Approach Exploiting Sequential Data (RAL/IROS … Aug 11, 2022
None 2 (LMNet) Moving Object Segmentation in 3D LiDAR Data: A Learning-based Approach Exploiting Sequential Data (RAL/IROS … Jun 05, 2023
Jupyter Notebook 7 An example code of deep ensemble learning for overcoming imbalance labels Jul 27, 2022
Java 7 text classification using deep learning Aug 11, 2018
Python 2 Continual Learning for Document Binarization Feb 01, 2023
Java 3 Implements a personalized machine learning approach for image privacy classification. Jul 18, 2022
Python 231 HDLTex: Hierarchical Deep Learning for Text Classification Sep 06, 2022
Python 323 Active Learning for Text Classification in Python Sep 04, 2022
Python 3 An Active-Learning System for Text Classification Apr 17, 2022
None 9 Transfer Learning for Text Classification using CNN Mar 05, 2019
Python 16 Template & code for the Continual Learning EValuation Assessment (CLEVA) Compass Mar 25, 2023
Python 6 Code for TACL 2022 paper on Data-to-text Generation with Variational Sequential Planning Jun 11, 2022
Python 30 Code Release for "Self-supervised Learning is More Robust to Dataset Imbalance" Apr 25, 2023
Python 114 Code for EMNLP 2021 main conference paper "Text AutoAugment: Learning Compositional Augmentation Policy for Text … Apr 05, 2023
Python 3 Integrating SBHMMs with HTK for sequential classification May 08, 2022
Python 4 PyTorch code for Learning Label Modular Prompts for Text Classification in the Wild Feb 16, 2023
Python 54 deep learning in text classification(keras) Aug 08, 2022
Jupyter Notebook 2 STREAMS: A Benchmark of Naturalistic Streaming Data for Online Continual Learning Aug 01, 2022
Python 128 Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free … Aug 09, 2022
Python 2 Pytorch Implementation of MAS-LR, a Continual Learning approach for importance driven incremental domain learning. https://arxiv.org/abs/2005.00079 Sep 08, 2022
Python 2 Variational Continual Learning for discriminative models Mar 15, 2023
Python 3 Code implementation for "Continual Semi-Supervised Learning through Contrastive Interpolation Consistency" Feb 02, 2023
Python 2 Code for CVPR paper: Computationally Budgeted Continual Learning: What Does Matter? Apr 06, 2023
Python 4 Source code of paper entitled "Federated Learning with Class Imbalance Reduction". Jan 24, 2022
Ruby 126 Efficient text classification and representation learning for Ruby Aug 12, 2022
Jupyter Notebook 2 My Approach for text classification challenge on IPavlov DL in NLP course Jul 30, 2020