Application Areas

COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning EMNLP 2022 Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification Framework SemEval 2022 Cold Brew: Distilling Graph Node Representations with Incomplete or Missing Neighborhoods ICLR 2022 Collaboration of Experts: Achieving 80% Top-1 Accuracy on ImageNet with 100M FLOPs ICML 2022 Collapse by Conditioning: Training Class-conditional GANs with Limited Data ICLR 2022 Collecting high-quality adversarial data for machine reading comprehension tasks with humans and models in the loop NAACL 2022 Collective Relevance Labeling for Passage Retrieval NAACL 2022 Combating Sampling Bias: A Self-Training Method in Credit Risk Models AAAI 2022 Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks COLING 2022 Combining Diverse Feature Priors ICML 2022 Combining Simple but Novel Data Augmentation Methods for Improving Conformer ASR Interspeech 2022 Combining Spectral and Self-Supervised Features for Low Resource Speech Recognition and Translation Interspeech 2022 Combining WordNet and Word Embeddings in Data Augmentation for Legal Texts EMNLP 2022 COMET-22: Unbabel-IST 2022 Submission for the Metrics Shared Task EMNLP 2022 ComMU: Dataset for Combinatorial Music Generation NeurIPS 2022 Communication-Compressed Adaptive Gradient Method for Distributed Nonconvex Optimization AISTATS 2022 Communication-efficient Distributed Learning for Large Batch Optimization ICML 2022 Compact Token Representations with Contextual Quantization for Efficient Document Re-ranking ACL 2022 Comparative Analysis of Cross-lingual Contextualized Word Embeddings EMNLP 2022 Comparing representations of biological data learned with different AI paradigms, augmenting and cropping strategies MIDL 2022 Composing Partial Differential Equations with Physics-Aware Neural Networks ICML 2022 Compositional Generalization for Kinship Prediction through Data Augmentation NAACL 2022 Composition Theorems for Interactive Differential Privacy NeurIPS 2022 Compound Domain Generalization via Meta-Knowledge Encoding CVPR 2022 Compressed Rule Ensemble Learning AISTATS 2022