conftrace_
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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

Few-Shot Object Detection via Variational Feature Aggregation AAAI 2023
The Effect of Diversity in Meta-Learning AAAI 2023
Neighborhood-Regularized Self-Training for Learning with Few Labels AAAI 2023
Boosting Few-Shot Text Classification via Distribution Estimation AAAI 2023
Assessing the efficacy of large language models in generating accurate teacher responses ACL 2023
Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control ACL 2023
Enhancing Cross-lingual Prompting with Dual Prompt Augmentation ACL 2023
OASum: Large-Scale Open Domain Aspect-based Summarization ACL 2023
Hard Sample Aware Prompt-Tuning ACL 2023
Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata EMNLP 2023
Exploring Chain of Thought Style Prompting for Text-to-SQL EMNLP 2023
PromptMix: A Class Boundary Augmentation Method for Large Language Model Distillation EMNLP 2023
DiSTRICT: Dialogue State Tracking with Retriever Driven In-Context Tuning EMNLP 2023
Prototype-based HyperAdapter for Sample-Efficient Multi-task Tuning EMNLP 2023
POE: Process of Elimination for Multiple Choice Reasoning EMNLP 2023
Prompts Can Play Lottery Tickets Well: Achieving Lifelong Information Extraction via Lottery Prompt Tuning ACL 2023
ALERT: Adapt Language Models to Reasoning Tasks ACL 2023
Learning In-context Learning for Named Entity Recognition ACL 2023
Analyzing Text Representations by Measuring Task Alignment ACL 2023
Understanding Demonstration-based Learning from a Causal Perspective ACL 2023
RAMP: Retrieval and Attribute-Marking Enhanced Prompting for Attribute-Controlled Translation ACL 2023
Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation EMNLP 2023
Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task EMNLP 2023
Transcending Scaling Laws with 0.1% Extra Compute EMNLP 2023
From Ultra-Fine to Fine: Fine-tuning Ultra-Fine Entity Typing Models to Fine-grained ACL 2023