conftrace_
← Keywords

few-shot learning

3398 papers

Explore in graph

Also known as

FSL FEW-SHOT

Co-occurring keywords

large language model (13587) zero-shot learning (3650) transfer learning (5449) in-context learning (1405) text classification (6793) domain adaptation (4595) prompt engineering (1135) representation learning (6206) language model (4599) contrastive learning (4032)

Papers

PromptBoosting: Black-Box Text Classification with Ten Forward Passes ICML 2023
Task-Specific Skill Localization in Fine-tuned Language Models ICML 2023
Synthetic Prompting: Generating Chain-of-Thought Demonstrations for Large Language Models ICML 2023
Low-Resource Compositional Semantic Parsing with Concept Pretraining EACL 2023
Improving the Generalizability of Collaborative Dialogue Analysis With Multi-Feature Embeddings EACL 2023
PaLM: Scaling Language Modeling with Pathways JMLR 2023
Atlas: Few-shot Learning with Retrieval Augmented Language Models JMLR 2023
Few-Shot Medical Image Segmentation With Cycle-Resemblance Attention WACV 2023
MORGAN: Meta-Learning-Based Few-Shot Open-Set Recognition via Generative Adversarial Network WACV 2023
Towards Few-Annotation Learning for Object Detection: Are Transformer-Based Models More Efficient? WACV 2023
The Euclidean Space is Evil: Hyperbolic Attribute Editing for Few-shot Image Generation ICCV 2023
Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection ICCV 2023
FastRecon: Few-shot Industrial Anomaly Detection via Fast Feature Reconstruction ICCV 2023
Supervised Contrastive Few-Shot Learning for High-Frequency Time Series AAAI 2023
Feature Distribution Fitting with Direction-Driven Weighting for Few-Shot Images Classification AAAI 2023
Feature Normalization and Cartography-Based Demonstrations for Prompt-Based Fine-Tuning on Emotion-Related Tasks AAAI 2023
KPT: Keyword-Guided Pre-training for Grounded Dialog Generation AAAI 2023
Universal Information Extraction as Unified Semantic Matching AAAI 2023
FoPro: Few-Shot Guided Robust Webly-Supervised Prototypical Learning AAAI 2023
OpenICL: An Open-Source Framework for In-context Learning ACL 2023
Boosting Transformers and Language Models for Clinical Prediction in Immunotherapy ACL 2023
Exploring Zero and Few-shot Techniques for Intent Classification ACL 2023
Enhancing Few-shot Cross-lingual Transfer with Target Language Peculiar Examples ACL 2023
Towards Reasoning in Large Language Models: A Survey ACL 2023
Strength in Numbers: Estimating Confidence of Large Language Models by Prompt Agreement ACL 2023