conftrace_

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

Few-shot Class-incremental Audio Classification Using Adaptively-refined Prototypes INTERSPEECH 2023

APP: Adaptive Prototypical Pseudo-Labeling for Few-shot OOD Detection EMNLP 2023

2INER: Instructive and In-Context Learning on Few-Shot Named Entity Recognition EMNLP 2023

GROVE: A Retrieval-augmented Complex Story Generation Framework with A Forest of Evidence EMNLP 2023

Progressive Few-Shot Adaptation of Generative Model with Align-Free Spatial Correlation AAAI 2023

FEditNet: Few-Shot Editing of Latent Semantics in GAN Spaces AAAI 2023

Cross-Domain Few-Shot Graph Classification with a Reinforced Task Coordinator AAAI 2023

CMVAE: Causal Meta VAE for Unsupervised Meta-Learning AAAI 2023

ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning AAAI 2023

ZARA: Improving Few-Shot Self-Rationalization for Small Language Models EMNLP 2023

Active Learning Principles for In-Context Learning with Large Language Models EMNLP 2023

impact of sample selection on in-context learning for entity extraction from scientific writing EMNLP 2023

Licon: A Diverse, Controllable and Challenging Linguistic Concept Learning Benchmark EMNLP 2023

Retrieval-Augmented Few-shot Text Classification EMNLP 2023

Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization EMNLP 2023

ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories EMNLP 2023

DRAFT: Dense Retrieval Augmented Few-shot Topic classifier Framework EMNLP 2023

Chain of Thought with Explicit Evidence Reasoning for Few-shot Relation Extraction EMNLP 2023

Automated Few-Shot Classification with Instruction-Finetuned Language Models EMNLP 2023

Density-Aware Prototypical Network for Few-Shot Relation Classification EMNLP 2023

In-context Learning for Few-shot Multimodal Named Entity Recognition EMNLP 2023

ASPIRO: Any-shot Structured Parsing-error-Induced ReprOmpting for Consistent Data-to-Text Generation EMNLP 2023

Parameter-Efficient Cross-lingual Transfer of Vision and Language Models via Translation-based Alignment EMNLP 2023

TabPrompt: Graph-based Pre-training and Prompting for Few-shot Table Understanding EMNLP 2023

Good Meta-tasks Make A Better Cross-lingual Meta-transfer Learning for Low-resource Languages EMNLP 2023