Classification

Structuring Clinical Notes of Italian ST-elevation Myocardial Infarction Patients COLING 2024 Studying Reactions to Stereotypes in Teenagers: an Annotated Italian Dataset COLING 2024 Studying the Interplay between Information Loss and Operation Loss in Representations for Classification JMLR 2024 SubjECTive-QA: Measuring Subjectivity in Earnings Call Transcripts' QA Through Six-Dimensional Feature Analysis NeurIPS 2024 Submodular information selection for hypothesis testing with misclassification penalties L4DC 2024 SUMix: Mixup with Semantic and Uncertain Information ECCV 2024 Superconstant Inapproximability of Decision Tree Learning COLT 2024 Supervised Feature Selection via Ensemble Gradient Information from Sparse Neural Networks AISTATS 2024 SussexAI at ArAIEval Shared Task: Mitigating Class Imbalance in Arabic Propaganda Detection ACL 2024 Sustained Vowels for Pre- vs Post-Treatment COPD Classification Interspeech 2024 SuteAlbastre at SemEval-2024 Task 4: Predicting Propaganda Techniques in Multilingual Memes using Joint Text and Vision Transformers SemEval 2024 SwitchHead: Accelerating Transformers with Mixture-of-Experts Attention NeurIPS 2024 Switching Tongues, Sharing Hearts: Identifying the Relationship between Empathy and Code-switching in Speech Interspeech 2024 Symbol as Points: Panoptic Symbol Spotting via Point-based Representation ICLR 2024 Symbolic Regression Enhanced Decision Trees for Classification Tasks AAAI 2024 T5-Medical at SemEval-2024 Task 2: Using T5 Medical Embedding for Natural Language Inference on Clinical Trial Data SemEval 2024 TAAL: Target-Aware Active Learning COLING 2024 Tab2Text - A framework for deep learning with tabular data EMNLP 2024 TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models NeurIPS 2024 TabRepo: A Large Scale Repository of Tabular Model Evaluations and its AutoML Applications AutoML 2024 TabularBench: Benchmarking Adversarial Robustness for Tabular Deep Learning in Real-world Use-cases NeurIPS 2024 TAI++: Text as Image for Multi-Label Image Classification by Co-Learning Transferable Prompt IJCAI 2024 Taming the Sigmoid Bottleneck: Provably Argmaxable Sparse Multi-Label Classification AAAI 2024 Targeted Activation Penalties Help CNNs Ignore Spurious Signals AAAI 2024 Target Speaker Extraction with Curriculum Learning Interspeech 2024