few-shot learning

BlendFields: Few-Shot Example-Driven Facial Modeling CVPR 2023 BLESS: Benchmarking Large Language Models on Sentence Simplification EMNLP 2023 BLP-2023 Task 2: Sentiment Analysis EMNLP 2023 Boosting Few-Shot Open-Set Recognition with Multi-Relation Margin Loss IJCAI 2023 Boosting Few-Shot Text Classification via Distribution Estimation AAAI 2023 Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification EMNLP 2023 Boosting Transductive Few-Shot Fine-Tuning With Margin-Based Uncertainty Weighting and Probability Regularization CVPR 2023 Boosting Transformers and Language Models for Clinical Prediction in Immunotherapy ACL 2023 Bootstrapping Multilingual Semantic Parsers using Large Language Models EACL 2023 Borrowing Knowledge From Pre-trained Language Model: A New Data-efficient Visual Learning Paradigm ICCV 2023 BYOC: Personalized Few-Shot Classification with Co-Authored Class Descriptions EMNLP 2023 Cache me if you Can: an Online Cost-aware Teacher-Student framework to Reduce the Calls to Large Language Models EMNLP 2023 Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? EMNLP 2023 Can In-context Learners Learn a Reasoning Concept from Demonstrations? ACL 2023 Can Language Models Teach? Teacher Explanations Improve Student Performance via Personalization NeurIPS 2023 Causal Intervention-based Few-Shot Named Entity Recognition EMNLP 2023 CF-Font: Content Fusion for Few-Shot Font Generation CVPR 2023 Chain of Thought Prompting Elicits Knowledge Augmentation ACL 2023 Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction EMNLP 2023 ChatGPT for Suicide Risk Assessment on Social Media: Quantitative Evaluation of Model Performance, Potentials and Limitations ACL 2023 CHEF in the Language Kitchen: A Generative Data Augmentation Leveraging Korean Morpheme Ingredients EMNLP 2023 CLAMP: Prompt-Based Contrastive Learning for Connecting Language and Animal Pose CVPR 2023 Class-Aware Patch Embedding Adaptation for Few-Shot Image Classification ICCV 2023 CLIP2: Contrastive Language-Image-Point Pretraining From Real-World Point Cloud Data CVPR 2023 CLIP2Point: Transfer CLIP to Point Cloud Classification with Image-Depth Pre-Training ICCV 2023