Few-Shot Learning

Cross-Cultural Transfer Learning for Chinese Offensive Language Detection EACL 2023 Cross-Domain Few-Shot Graph Classification with a Reinforced Task Coordinator AAAI 2023 Cross-Level Distillation and Feature Denoising for Cross-Domain Few-Shot Classification ICLR 2023 Cross-Lingual Cross-Target Stance Detection with Dual Knowledge Distillation Framework EMNLP 2023 Cross-Lingual Features for Alzheimer’s Dementia Detection from Speech Interspeech 2023 Crosslingual Retrieval Augmented In-context Learning for Bangla EMNLP 2023 Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model Interspeech 2023 Cultural Concept Adaptation on Multimodal Reasoning EMNLP 2023 DALE: Generative Data Augmentation for Low-Resource Legal NLP EMNLP 2023 Data-Free One-Shot Federated Learning Under Very High Statistical Heterogeneity ICLR 2023 Dataset Distillation with Attention Labels for Fine-tuning BERT ACL 2023 Deep Active Learning for Morphophonological Processing ACL 2023 DeepGD3: Unknown-Aware Deep Generative/Discriminative Hybrid Defect Detector for PCB Soldering Inspection UAI 2023 Deeply Coupled Cross-Modal Prompt Learning ACL 2023 Defending Pre-trained Language Models as Few-shot Learners against Backdoor Attacks NeurIPS 2023 DemoSG: Demonstration-enhanced Schema-guided Generation for Low-resource Event Extraction EMNLP 2023 DETA: Denoised Task Adaptation for Few-Shot Learning ICCV 2023 Detecting Heart Disease from Multi-View Ultrasound Images via Supervised Attention Multiple Instance Learning MLHC 2023 DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation NeurIPS 2023 DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection CVPR 2023 Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal Perspective AAAI 2023 Disentangled Multi-Fidelity Deep Bayesian Active Learning ICML 2023 Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers ACL 2023 Distillation of encoder-decoder transformers for sequence labelling EACL 2023 Distilled Feature Fields Enable Few-Shot Language-Guided Manipulation CoRL 2023