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Papers
MultiGuard: Provably Robust Multi-label Classification against Adversarial Examples
NeurIPS 2022
Multi-label Classification of Scientific Research Documents Across Domains and Languages
COLING 2022
Multi-Label Classification With Partial Annotations Using Class-Aware Selective Loss
CVPR 2022
Multi Label Loss Correction against Missing and
Corrupted Labels
ACML 2022
Multi-Marginal Contrastive Learning for Multi-Label Subcellular Protein Localization
CVPR 2022
NGU CNLP atWANLP 2022 Shared Task: Propaganda Detection in Arabic
EMNLP 2022
Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction
ICLR 2022
None Class Ranking Loss for Document-Level Relation Extraction
IJCAI 2022
One Positive Label is Sufficient: Single-Positive Multi-Label Learning with Label Enhancement
NeurIPS 2022
On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations
AAAI 2022
Ontologue: Declarative Benchmark Construction for Ontological Multi-Label Classification
NeurIPS 2022
PAIC at SemEval-2022 Task 5: Multi-Modal Misogynous Detection in MEMES with Multi-Task Learning And Multi-model Fusion
SemEval 2022
PiCkLe at SemEval-2022 Task 4: Boosting Pre-trained Language Models with Task Specific Metadata and Cost Sensitive Learning
SemEval 2022
PINGAN Omini-Sinitic at SemEval-2022 Task 4: Multi-prompt Training for Patronizing and Condescending Language Detection
SemEval 2022
PLM-ICD: Automatic ICD Coding with Pretrained Language Models
NAACL 2022
PointTAD: Multi-Label Temporal Action Detection with Learnable Query Points
NeurIPS 2022
Product Titles-to-Attributes As a Text-to-Text Task
ACL 2022
Psychotherapy is Not One Thing: Simultaneous Modeling of Different Therapeutic Approaches
NAACL 2022
Regret Bounds for Multilabel Classification in Sparse Label Regimes
NeurIPS 2022
RotoGrad: Gradient Homogenization in Multitask Learning
ICLR 2022
Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels
AAAI 2022
SemEval-2022 Task 4: Patronizing and Condescending Language Detection
SemEval 2022
SemEval-2022 Task 5: Multimedia Automatic Misogyny Identification
SemEval 2022
Simple Yet Powerful: An Overlooked Architecture for Nested Named Entity Recognition
COLING 2022
SSN_NLP_MLRG at SemEval-2022 Task 4: Ensemble Learning strategies to detect Patronizing and Condescending Language
SemEval 2022