Classification

DialectNLU at NADI 2023 Shared Task: Transformer Based Multitask Approach Jointly Integrating Dialect and Machine Translation Tasks in Arabic EMNLP 2023 DICNet: Deep Instance-Level Contrastive Network for Double Incomplete Multi-View Multi-Label Classification AAAI 2023 DIET: Conditional independence testing with marginal dependence measures of residual information AISTATS 2023 Difference-in-Differences Meets Tree-based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding ICML 2023 Differentiable Change-point Detection With Temporal Point Processes AISTATS 2023 Differentiable Model Selection for Ensemble Learning IJCAI 2023 Differential Privacy enabled Dementia Classification: An Exploration of the Privacy-Accuracy Trade-off in Speech Signal Data Interspeech 2023 Differential Privacy has Bounded Impact on Fairness in Classification ICML 2023 Differentiating acoustic and physiological features in speech for hypoxia detection Interspeech 2023 Difficulty-Net: Learning To Predict Difficulty for Long-Tailed Recognition WACV 2023 Diffusion Probabilistic Models for Structured Node Classification NeurIPS 2023 Dimensionality Reduction for Machine Learning-based Argument Mining EMNLP 2023 Dimensions of Online Conflict: Towards Modeling Agonism EMNLP 2023 Direct Preference Optimization: Your Language Model is Secretly a Reward Model NeurIPS 2023 Direct Speech Quote Attribution for Dutch Literature EACL 2023 (Dis)agreement and Preference Structure are Reflected in Matching Along Distinct Acoustic-prosodic Features Interspeech 2023 Disagreement Matters: Preserving Label Diversity by Jointly Modeling Item and Annotator Label Distributions with DisCo ACL 2023 Disambiguated Attention Embedding for Multi-Instance Partial-Label Learning NeurIPS 2023 Disambiguating Numeral Sequences to Decipher Ancient Accounting Corpora ACL 2023 DISC: Learning From Noisy Labels via Dynamic Instance-Specific Selection and Correction CVPR 2023 Discourse Mode Categorization of Bengali Social Media Health Text ACL 2023 Discourse Structures Guided Fine-grained Propaganda Identification EMNLP 2023 Discover-Then-Rank Unlabeled Support Vectors in the Dual Space for Multi-Class Active Learning ICML 2023 Discriminating Known From Unknown Objects via Structure-Enhanced Recurrent Variational AutoEncoder CVPR 2023 Discrimination of the Different Intents Carried by the Same Text Through Integrating Multimodal Information Interspeech 2023