few-shot learning

Improving Compositional Generalization with Self-Training for Data-to-Text Generation ACL 2022 Improving Few-Shot Domain Transfer for Named Entity Disambiguation with Pattern Exploitation EMNLP 2022 Improving Few-Shot Relation Classification by Prototypical Representation Learning with Definition Text NAACL 2022 Improving Few-Shot Text-to-SQL with Meta Self-Training via Column Specificity IJCAI 2022 Improving In-Context Few-Shot Learning via Self-Supervised Training NAACL 2022 Improving Social Meaning Detection with Pragmatic Masking and Surrogate Fine-Tuning ACL 2022 Improving Spoken Language Understanding with Cross-Modal Contrastive Learning Interspeech 2022 Improving Task-Specific Generalization in Few-Shot Learning via Adaptive Vicinal Risk Minimization NeurIPS 2022 Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation EMNLP 2022 In-BoXBART: Get Instructions into Biomedical Multi-Task Learning NAACL 2022 In-Context Learning for Few-Shot Dialogue State Tracking EMNLP 2022 Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking EMNLP 2022 Inductive Relation Prediction by BERT AAAI 2022 Inferring Prototypes for Multi-Label Few-Shot Image Classification with Word Vector Guided Attention AAAI 2022 Information Augmentation for Few-shot Node Classification IJCAI 2022 Instance-Guided Prompt Learning for Few-Shot Text Matching EMNLP 2022 InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning EMNLP 2022 Integrative Few-Shot Learning for Classification and Segmentation CVPR 2022 Interactive Symbol Grounding with Complex Referential Expressions NAACL 2022 Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation NeurIPS 2022 Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging ACL 2022 Investigating the Characteristics of a Transformer in a Few-Shot Setup: Does Freezing Layers in RoBERTa Help? EMNLP 2022 Is a Question Decomposition Unit All We Need? EMNLP 2022 JamPatoisNLI: A Jamaican Patois Natural Language Inference Dataset EMNLP 2022 KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering EMNLP 2022