conftrace_

few-shot learning

3398 papers

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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

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

Read-only Prompt Optimization for Vision-Language Few-shot Learning ICCV 2023

Not All Features Matter: Enhancing Few-shot CLIP with Adaptive Prior Refinement ICCV 2023

Revisiting Sparse Retrieval for Few-shot Entity Linking EMNLP 2023

Pre-training Intent-Aware Encoders for Zero- and Few-Shot Intent Classification EMNLP 2023

APoLLo : Unified Adapter and Prompt Learning for Vision Language Models EMNLP 2023

SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization EMNLP 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

Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning Transformers ACL 2023

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