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Classification

15,289 papers

Papers per year

Papers

HaleLab_NITK@SMM4H’24: Binary classification of English tweets reporting children’s medical disorders ACL 2024
712forTask7 at #SMM4H 2024 Task 7: Classifying Spanish Tweets Annotated by Humans versus Machines with BETO Models ACL 2024
Towards Understanding Attention-based Reasoning through Graph Structures in Medical Codes Classification ACL 2024
SEC: Context-Aware Metric Learning for Efficient Emotion Recognition in Conversation ACL 2024
Monitoring Depression Severity and Symptoms in User-Generated Content: An Annotation Scheme and Guidelines ACL 2024
POLygraph: Polish Fake News Dataset ACL 2024
Loneliness Episodes: A Japanese Dataset for Loneliness Detection and Analysis ACL 2024
WASSA 2024 Shared Task: Enhancing Emotional Intelligence with Prompts ACL 2024
ConText at WASSA 2024 Empathy and Personality Shared Task: History-Dependent Embedding Utterance Representations for Empathy and Emotion Prediction in Conversations ACL 2024
HITSZ-HLT at WASSA-2024 Shared Task 2: Language-agnostic Multi-task Learning for Explainability of Cross-lingual Emotion Detection ACL 2024
PCICUNAM at WASSA 2024: Cross-lingual Emotion Detection Task with Hierarchical Classification and Weighted Loss Functions ACL 2024
NYCU-NLP at EXALT 2024: Assembling Large Language Models for Cross-Lingual Emotion and Trigger Detection ACL 2024
Optimal Sparse Survival Trees AISTATS 2024
The Risks of Recourse in Binary Classification AISTATS 2024
Fusing Individualized Treatment Rules Using Secondary Outcomes AISTATS 2024
Sharp error bounds for imbalanced classification: how many examples in the minority class? AISTATS 2024
BOBA: Byzantine-Robust Federated Learning with Label Skewness AISTATS 2024
MINTY: Rule-based models that minimize the need for imputing features with missing values AISTATS 2024
Orthogonal Gradient Boosting for Simpler Additive Rule Ensembles AISTATS 2024
MMD-based Variable Importance for Distributional Random Forest AISTATS 2024
Adaptive Discretization for Event PredicTion (ADEPT) AISTATS 2024
Confident Feature Ranking AISTATS 2024
Transductive conformal inference with adaptive scores AISTATS 2024
Fair Supervised Learning with A Simple Random Sampler of Sensitive Attributes AISTATS 2024
Accuracy-Preserving Calibration via Statistical Modeling on Probability Simplex AISTATS 2024