Classification

Discretionary Trees: Understanding Street-Level Bureaucracy via Machine Learning AAAI 2024 DISCRET: Synthesizing Faithful Explanations For Treatment Effect Estimation ICML 2024 Discriminability-Driven Channel Selection for Out-of-Distribution Detection CVPR 2024 Discriminative Forests Improve Generative Diversity for Generative Adversarial Networks AAAI 2024 Disentangling Interpretable Factors with Supervised Independent Subspace Principal Component Analysis NeurIPS 2024 DISRPT: A Multilingual, Multi-domain, Cross-framework Benchmark for Discourse Processing COLING 2024 Distractor Generation in Multiple-Choice Tasks: A Survey of Methods, Datasets, and Evaluation EMNLP 2024 Distribution Alignment Optimization through Neural Collapse for Long-tailed Classification ICML 2024 Distribution-Independent Cell Type Identification for Single-Cell RNA-seq Data IJCAI 2024 Diversifying and Expanding Frequency-Adaptive Convolution Kernels for Sound Event Detection Interspeech 2024 DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction EMNLP 2024 dkit@LT-EDI-2024: Detecting Homophobia and Transphobia in English Social Media Comments EACL 2024 DLM: A Decoupled Learning Model for Long-tailed Polyphone Disambiguation in Mandarin NAACL 2024 DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text ICLR 2024 Do Androids Know They’re Only Dreaming of Electric Sheep? ACL 2024 DocEE-zh: A Fine-grained Benchmark for Chinese Document-level Event Extraction EMNLP 2024 DocHieNet: A Large and Diverse Dataset for Document Hierarchy Parsing EMNLP 2024 DocMSU: A Comprehensive Benchmark for Document-Level Multimodal Sarcasm Understanding AAAI 2024 Does Fine-tuning a Classifier Help in Low-budget Scenarios? Not Much NAACL 2024 Does Label Smoothing Help Deep Partial Label Learning? ICML 2024 DOFEN: Deep Oblivious Forest ENsemble NeurIPS 2024 Do-Not-Answer: Evaluating Safeguards in LLMs EACL 2024 Don’t Label Twice: Quantity Beats Quality when Comparing Binary Classifiers on a Budget ICML 2024 Don’t Shoot The Breeze: Topic Continuity Model Using Nonlinear Naive Bayes With Attention EMNLP 2024 Don’t Waste Your Time: Early Stopping Cross-Validation AutoML 2024