← Keywords

few-shot learning

3390 papers

Explore in graph

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

Learning To Memorize Feature Hallucination for One-Shot Image Generation CVPR 2022
Few-Shot Font Generation by Learning Fine-Grained Local Styles CVPR 2022
Reconciliation of Pre-trained Models and Prototypical Neural Networks in Few-shot Named Entity Recognition EMNLP 2022
Doodle It Yourself: Class Incremental Learning by Drawing a Few Sketches CVPR 2022
Sharing Knowledge for Meta-learning with Feature Descriptions NIPS 2022
Learning To Affiliate: Mutual Centralized Learning for Few-Shot Classification CVPR 2022
Target Really Matters: Target-aware Contrastive Learning and Consistency Regularization for Few-shot Stance Detection COLING 2022
Few-shot Table-to-text Generation with Prefix-Controlled Generator COLING 2022
PAC Prediction Sets for Meta-Learning NIPS 2022
PSP: Pre-trained Soft Prompts for Few-Shot Abstractive Summarization COLING 2022
Minimally-Supervised Relation Induction from Pre-trained Language Model NAACL 2022
Revisiting the Practical Effectiveness of Constituency Parse Extraction from Pre-trained Language Models COLING 2022
CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection NAACL 2022
FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition COLING 2022
Language Models of Code are Few-Shot Commonsense Learners EMNLP 2022
Prompt-and-Rerank: A Method for Zero-Shot and Few-Shot Arbitrary Textual Style Transfer with Small Language Models EMNLP 2022
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering EMNLP 2022
SpanProto: A Two-stage Span-based Prototypical Network for Few-shot Named Entity Recognition EMNLP 2022
Contextual Squeeze-and-Excitation for Efficient Few-Shot Image Classification NIPS 2022
Towards Few-Shot Identification of Morality Frames using In-Context Learning EMNLP 2022
Data-efficient end-to-end Information Extraction for Statistical Legal Analysis EMNLP 2022
What Makes Data-to-Text Generation Hard for Pretrained Language Models? EMNLP 2022
PromptShots at the FinNLP-2022 ERAI Task: Pairwise Comparison and Unsupervised Ranking EMNLP 2022
Exploring Euphemism Detection in Few-Shot and Zero-Shot Settings EMNLP 2022
On Enforcing Better Conditioned Meta-Learning for Rapid Few-Shot Adaptation NIPS 2022