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Classification

1251 directly classified papers

Papers per year

Papers

Towards Human-AI Complementarity with Prediction Sets NIPS 2024
Towards Diverse Perspective Learning with Selection over Multiple Temporal Poolings AAAI 2024
Multi-Label Open Set Recognition NIPS 2024
Overcoming Common Flaws in the Evaluation of Selective Classification Systems NIPS 2024
Speech Topic Classification Based on Multi-Scale and Graph Attention Networks INTERSPEECH 2024
Optimal Multiclass U-Calibration Error and Beyond NIPS 2024
Medformer: A Multi-Granularity Patching Transformer for Medical Time-Series Classification NIPS 2024
Oddballs and Misfits: Detecting Implicit Abuse in Which Identity Groups are Depicted as Deviating from the Norm EMNLP 2024
Leveraging Conflicts in Social Media Posts: Unintended Offense Dataset EMNLP 2024
Decoding Susceptibility: Modeling Misbelief to Misinformation Through a Computational Approach EMNLP 2024
Text Fluoroscopy: Detecting LLM-Generated Text through Intrinsic Features EMNLP 2024
Consistent Hierarchical Classification with A Generalized Metric AISTATS 2024
Comparing a BERT Classifier and a GPT classifier for Detecting Connective Language Across Multiple Social Media EMNLP 2024
EnOF-SNN: Training Accurate Spiking Neural Networks via Enhancing the Output Feature NIPS 2024
Multilingual Speech and Language Analysis for the Assessment of Mild Cognitive Impairment: Outcomes from the Taukadial Challenge INTERSPEECH 2024
Sound of Traffic: A Dataset for Acoustic Traffic Identification and Counting INTERSPEECH 2024
DB3V: A Dialect Dominated Dataset of Bird Vocalisation for Cross-corpus Bird Species Recognition INTERSPEECH 2024
M4GT-Bench: Evaluation Benchmark for Black-Box Machine-Generated Text Detection ACL 2024
Enhancing Multi-Label Text Classification under Label-Dependent Noise: A Label-Specific Denoising Framework EMNLP 2024
The Risks of Recourse in Binary Classification AISTATS 2024
Sharp error bounds for imbalanced classification: how many examples in the minority class? AISTATS 2024
Unified Binary and Multiclass Margin-Based Classification JMLR 2024
Conformalized Semi-supervised Random Forest for Classification and Abnormality Detection AISTATS 2024
Beyond Binary: Multiclass Paraphasia Detection with Generative Pretrained Transformers and End-to-End Models INTERSPEECH 2024
FakeSound: Deepfake General Audio Detection INTERSPEECH 2024