conftrace_

few-shot learning

3390 papers

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Also known as

ICL FSL FSAS FSED FSOD FSSL FSR FSC FFG FSAC FEW-SHOT FSCD FSIG FLAD FSCIL FSS FSRE FSIL CDFSL FS-XLT

Co-occurring keywords

large language model (12755) zero-shot learning (3637) transfer learning (5442) in-context learning (1369) text classification (6776) domain adaptation (4578) prompt engineering (1128) language model (4573) representation learning (6174) contrastive learning (3979)

Papers

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

“Low-Resource” Text Classification: A Parameter-Free Classification Method with Compressors ACL 2023

A Pilot Study on Dialogue-Level Dependency Parsing for Chinese ACL 2023

Z-Code++: A Pre-trained Language Model Optimized for Abstractive Summarization ACL 2023

Node Placement in Argument Maps: Modeling Unidirectional Relations in High & Low-Resource Scenarios ACL 2023

DSPM-NLG: A Dual Supervised Pre-trained Model for Few-shot Natural Language Generation in Task-oriented Dialogue System ACL 2023

Commonsense Knowledge Transfer for Pre-trained Language Models ACL 2023

Self-Adaptive In-Context Learning: An Information Compression Perspective for In-Context Example Selection and Ordering ACL 2023

X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents ACL 2023