conftrace_

few-shot learning

3,578 papers

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Also known as

FSL FEWSHOT FEW-SHOT

Co-occurring keywords · papers mentioning both

large language model (636) zero-shot learning (455) transfer learning (369) in-context learning (311) domain adaptation (209) text classification (204) representation learning (182) prompt engineering (179) language model (170) vision-language model (169)

Papers

SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images WACV 2024 Scalable Language Model with Generalized Continual Learning ICLR 2024 Scalable Meta-Learning with Gaussian Processes AISTATS 2024 Scalable Modular Network: A Framework for Adaptive Learning via Agreement Routing ICLR 2024 Scaling Few-Shot Learning for the Open World AAAI 2024 Scaling Instruction-Finetuned Language Models JMLR 2024 SciPrompt: Knowledge-augmented Prompting for Fine-grained Categorization of Scientific Topics EMNLP 2024 “Seeing the Big through the Small”: Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations? EMNLP 2024 Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models EMNLP 2024 Self-chats from Large Language Models Make Small Emotional Support Chatbot Better ACL 2024 Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models NAACL 2024 Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models NAACL 2024 Self-Prompt Mechanism for Few-Shot Image Recognition AAAI 2024 Self-Sampling Meta SAM: Enhancing Few-Shot Medical Image Segmentation With Meta-Learning WACV 2024 Self-Supervised Learning for Visual Relationship Detection Through Masked Bounding Box Reconstruction WACV 2024 Self-training Strategies for Sentiment Analysis: An Empirical Study EACL 2024 SELM: Enhancing Speech Emotion Recognition for Out-of-Domain Scenarios Interspeech 2024 Semantic-Aware Video Representation for Few-Shot Action Recognition WACV 2024 Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP EMNLP 2024 Sentiment Analysis in the Era of Large Language Models: A Reality Check NAACL 2024 SheffieldVeraAI at SemEval-2024 Task 4: Prompting and fine-tuning a Large Vision-Language Model for Binary Classification of Persuasion Techniques in Memes SemEval 2024 Shopping MMLU: A Massive Multi-Task Online Shopping Benchmark for Large Language Models NeurIPS 2024 Should Cross-Lingual AMR Parsing go Meta? An Empirical Assessment of Meta-Learning and Joint Learning AMR Parsing EMNLP 2024 Simple and Fast Distillation of Diffusion Models NeurIPS 2024 Simple Semantic-Aided Few-Shot Learning CVPR 2024