few-shot learning

FAITH: Few-Shot Graph Classification with Hierarchical Task Graphs IJCAI 2022 FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations ICLR 2022 Fantastically Ordered Prompts and Where to Find Them: Overcoming Few-Shot Prompt Order Sensitivity ACL 2022 Fast Few-shot Debugging for NLU Test Suites ACL 2022 Fast inference and transfer of compositional task structures for few-shot task generalization UAI 2022 FeLMi : Few shot Learning with hard Mixup NeurIPS 2022 FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue EMNLP 2022 FewNLU: Benchmarking State-of-the-Art Methods for Few-Shot Natural Language Understanding ACL 2022 Few-Shot Adaptation of Pre-Trained Networks for Domain Shift IJCAI 2022 Few-Shot Anaphora Resolution in Scientific Protocols via Mixtures of In-Context Experts EMNLP 2022 Few-Shot Class-Incremental Learning for Named Entity Recognition ACL 2022 Few-Shot Continual Active Learning by a Robot NeurIPS 2022 Few-shot Controllable Style Transfer for Low-Resource Multilingual Settings ACL 2022 Few-Shot Cross-Lingual Learning for Event Detection EMNLP 2022 Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-training AAAI 2022 Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts ACL 2022 Few Shot Cross-Lingual TTS Using Transferable Phoneme Embedding Interspeech 2022 Few-Shot (Dis)Agreement Identification in Online Discussions with Regularized and Augmented Meta-Learning EMNLP 2022 Few-Shot Document-Level Relation Extraction NAACL 2022 Few-Shot Fast-Adaptive Anomaly Detection NeurIPS 2022 Few-shot fine-tuning SOTA summarization models for medical dialogues NAACL 2022 Few-Shot Font Generation by Learning Fine-Grained Local Styles CVPR 2022 Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment CVPR 2022 Few-Shot Head Swapping in the Wild CVPR 2022 Few-shot Image Generation via Adaptation-Aware Kernel Modulation NeurIPS 2022