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

Robust High-Dimensional Classification From Few Positive Examples IJCAI 2022
Learning to Generate Image Source-Agnostic Universal Adversarial Perturbations IJCAI 2022
Prompting Decision Transformer for Few-Shot Policy Generalization ICML 2022
Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution ICML 2022
A Modern Self-Referential Weight Matrix That Learns to Modify Itself ICML 2022
CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems AAAI 2022
MetaNODE: Prototype Optimization as a Neural ODE for Few-Shot Learning AAAI 2022
Learngene: From Open-World to Your Learning Task AAAI 2022
Powering Finetuning in Few-Shot Learning: Domain-Agnostic Bias Reduction with Selected Sampling AAAI 2022
A Nested Bi-level Optimization Framework for Robust Few Shot Learning AAAI 2022
Meta Propagation Networks for Graph Few-shot Semi-supervised Learning AAAI 2022
Hybrid Graph Neural Networks for Few-Shot Learning AAAI 2022
DMN4: Few-Shot Learning via Discriminative Mutual Nearest Neighbor Neural Network AAAI 2022
An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling NAACL 2022
Show, Don’t Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue NAACL 2022
ProQA: Structural Prompt-based Pre-training for Unified Question Answering NAACL 2022
UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis NAACL 2022
Building a Role Specified Open-Domain Dialogue System Leveraging Large-Scale Language Models NAACL 2022
Label Anchored Contrastive Learning for Language Understanding NAACL 2022
Context-Aware Abbreviation Expansion Using Large Language Models NAACL 2022
Learning Dialogue Representations from Consecutive Utterances NAACL 2022
Reframing Human-AI Collaboration for Generating Free-Text Explanations NAACL 2022
Pre-trained Token-replaced Detection Model as Few-shot Learner COLING 2022
Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning NAACL 2022
PromptGen: Automatically Generate Prompts using Generative Models NAACL 2022