Classification

Hybrid Convolution Method for Graph Classification Using Hierarchical Topology Feature ACML 2023 Impact of classification difficulty on the weight matrices spectra in Deep Learning and application to early-stopping JMLR 2023 Improving Robust Fariness via Balance Adversarial Training AAAI 2023 Improving Uncertainty Quantification of Deep Classifiers via Neighborhood Conformal Prediction: Novel Algorithm and Theoretical Analysis AAAI 2023 KnowTellConvince at ArAIEval Shared Task: Disinformation and Persuasion Detection in Arabic using Similar and Contrastive Representation Alignment EMNLP 2023 Know What I don’t Know: Handling Ambiguous and Unknown Questions for Text-to-SQL ACL 2023 LABO: Towards Learning Optimal Label Regularization via Bi-level Optimization ACL 2023 Long-Range Graph U-Nets: Node and Edge Clustering Pooling Model For Stroke Classification in Online Handwritten Documents ACML 2023 Long-Tailed Partial Label Learning via Dynamic Rebalancing ICLR 2023 Mavericks at ArAIEval Shared Task: Towards a Safer Digital Space - Transformer Ensemble Models Tackling Deception and Persuasion EMNLP 2023 Minority-Oriented Vicinity Expansion with Attentive Aggregation for Video Long-Tailed Recognition AAAI 2023 Model-Agnostic Gender Debiased Image Captioning CVPR 2023 Multi-Classifier Adversarial Optimization for Active Learning AAAI 2023 No One Left Behind: Improving the Worst Categories in Long-Tailed Learning CVPR 2023 Offensive Language Identification in Transliterated and Code-Mixed Bangla EMNLP 2023 On the Zero-Shot Generalization of Machine-Generated Text Detectors EMNLP 2023 Optimizing Test-Time Query Representations for Dense Retrieval ACL 2023 Overcoming catastrophic forgetting with classifier expander ACML 2023 PTUK-HULAT at ArAIEval Shared Task Fine-tuned Distilbert to Predict Disinformative Tweets EMNLP 2023 rematchka at ArAIEval Shared Task: Prefix-Tuning & Prompt-tuning for Improved Detection of Propaganda and Disinformation in Arabic Social Media Content EMNLP 2023 Rethinking Document-Level Relation Extraction: A Reality Check ACL 2023 Revisiting the Importance of Amplifying Bias for Debiasing AAAI 2023 Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels NeurIPS 2023 Seeing is not always believing: Benchmarking Human and Model Perception of AI-Generated Images NeurIPS 2023 SeqXGPT: Sentence-Level AI-Generated Text Detection EMNLP 2023