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

Where2Explore: Few-shot Affordance Learning for Unseen Novel Categories of Articulated Objects NIPS 2023

Active Reasoning in an Open-World Environment NIPS 2023

Self-Evaluation Guided Beam Search for Reasoning NIPS 2023

Prototypical Variational Autoencoder for 3D Few-shot Object Detection NIPS 2023

One Fits All: Power General Time Series Analysis by Pretrained LM NIPS 2023

Large Language Models Are Latent Variable Models: Explaining and Finding Good Demonstrations for In-Context Learning NIPS 2023

Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing NIPS 2023

Language Models Can Improve Event Prediction by Few-Shot Abductive Reasoning NIPS 2023

PointGPT: Auto-regressively Generative Pre-training from Point Clouds NIPS 2023

DIN-SQL: Decomposed In-Context Learning of Text-to-SQL with Self-Correction NIPS 2023

Fairness-guided Few-shot Prompting for Large Language Models NIPS 2023

Language Models are Weak Learners NIPS 2023

AdaPlanner: Adaptive Planning from Feedback with Language Models NIPS 2023

What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks NIPS 2023

Can Language Models Teach? Teacher Explanations Improve Student Performance via Personalization NIPS 2023

Meta-in-context learning in large language models NIPS 2023

Language Is Not All You Need: Aligning Perception with Language Models NIPS 2023

Query Your Model with Definitions in FrameNet: An Effective Method for Frame Semantic Role Labeling AAAI 2023

HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction EMNLP 2023

Transfer-Free Data-Efficient Multilingual Slot Labeling EMNLP 2023

CHEF in the Language Kitchen: A Generative Data Augmentation Leveraging Korean Morpheme Ingredients EMNLP 2023

Revisiting Classifier: Transferring Vision-Language Models for Video Recognition AAAI 2023

Few Shot Rationale Generation using Self-Training with Dual Teachers ACL 2023

SpatialFormer: Semantic and Target Aware Attentions for Few-Shot Learning AAAI 2023

Few-Shot Defect Image Generation via Defect-Aware Feature Manipulation AAAI 2023