conftrace_

class imbalance

555 papers

Explore in graph

Co-occurring keywords

text classification (6793) data augmentation (3052) long-tailed distribution (142) representation learning (6206) semi-supervised learning (2341) multi-label classification (1009) transformer model (1996) long-tailed recognition (42) image classification (1944) loss function (462)

Papers

MANTIS at SMM4H’2022: Pre-Trained Language Models Meet a Suite of Psycholinguistic Features for the Detection of Self-Reported Chronic Stress COLING 2022
UCCNLP@SMM4H’22:Label distribution aware long-tailed learning with post-hoc posterior calibration applied to text classification COLING 2022
Class-Balanced Active Learning for Image Classification WACV 2022
LastResort at SemEval-2022 Task 4: Towards Patronizing and Condescending Language Detection using Pre-trained Transformer Based Models Ensembles SEMEVAL 2022
Amrita_CEN at SemEval-2022 Task 6: A Machine Learning Approach for Detecting Intended Sarcasm using Oversampling SEMEVAL 2022
Amrita_CEN at SemEval-2022 Task 4: Oversampling-based Machine Learning Approach for Detecting Patronizing and Condescending Language SEMEVAL 2022
ASRtrans at SemEval-2022 Task 4: Ensemble of Tuned Transformer-based Models for PCL Detection NAACL 2022
PiCkLe at SemEval-2022 Task 4: Boosting Pre-trained Language Models with Task Specific Metadata and Cost Sensitive Learning NAACL 2022
reamtchka at SemEval-2022 Task 6: Investigating the effect of different loss functions for Sarcasm detection for unbalanced datasets NAACL 2022
Multi-Task Learning to Capture Changes in Mood Over Time NAACL 2022
Predicting Moments of Mood Changes Overtime from Imbalanced Social Media Data NAACL 2022
LastResort at SemEval-2022 Task 4: Towards Patronizing and Condescending Language Detection using Pre-trained Transformer Based Models Ensembles NAACL 2022
Amrita_CEN at SemEval-2022 Task 6: A Machine Learning Approach for Detecting Intended Sarcasm using Oversampling NAACL 2022
DASO: Distribution-Aware Semantics-Oriented Pseudo-Label for Imbalanced Semi-Supervised Learning CVPR 2022
MS@IW at SemEval-2022 Task 4: Patronising and Condescending Language Detection with Synthetically Generated Data NAACL 2022
Unsupervised Reinforcement Adaptation for Class-Imbalanced Text Classification NAACL 2022
Sentence-Level Resampling for Named Entity Recognition NAACL 2022
Fairness Trade-Offs and Partial Debiasing ACML 2022
The Majority Can Help the Minority: Context-Rich Minority Oversampling for Long-Tailed Classification CVPR 2022
One-Pass Diversified Sampling with Application to Terabyte-Scale Genomic Sequence Streams ICML 2022
Generative Data Augmentation Guided by Triplet Loss for Speech Emotion Recognition INTERSPEECH 2022
TAM: Topology-Aware Margin Loss for Class-Imbalanced Node Classification ICML 2022
GALAXY: Graph-based Active Learning at the Extreme ICML 2022
T-SMOTE: Temporal-oriented Synthetic Minority Oversampling Technique for Imbalanced Time Series Classification IJCAI 2022
Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm NIPS 2022