conftrace_
← 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

Multi-Predict: Few Shot Predictors For Efficient Neural Architecture Search AUTOML 2023
Meta-Learning for Fast Model Recommendation in Unsupervised Multivariate Time Series Anomaly Detection AUTOML 2023
Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes NIPS 2023
Universal Prompt Tuning for Graph Neural Networks NIPS 2023
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL NIPS 2023
Low-shot Object Learning with Mutual Exclusivity Bias NIPS 2023
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models NIPS 2023
What Makes Good Examples for Visual In-Context Learning? NIPS 2023
Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learning ACL 2023
Large Language Models can Implement Policy Iteration NIPS 2023
Representation Learning via Consistent Assignment of Views over Random Partitions NIPS 2023
A Unified, Scalable Framework for Neural Population Decoding NIPS 2023
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings ACL 2023
Exploring the Curious Case of Code Prompts ACL 2023
Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training ACL 2023
DePlot: One-shot visual language reasoning by plot-to-table translation ACL 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes ACL 2023
Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization ACL 2023
Residual Prompt Tuning: improving prompt tuning with residual reparameterization ACL 2023
Chain of Thought Prompting Elicits Knowledge Augmentation ACL 2023
Diverse Retrieval-Augmented In-Context Learning for Dialogue State Tracking ACL 2023
Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text ACL 2023
A Language-First Approach for Procedure Planning ACL 2023
Few-shot Event Detection: An Empirical Study and a Unified View ACL 2023
Is GPT-3 a Good Data Annotator? ACL 2023