conftrace_
← Keywords

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

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
MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation EMNLP 2023
QA-NatVer: Question Answering for Natural Logic-based Fact Verification EMNLP 2023
IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions EMNLP 2023
Semantic matching for text classification with complex class descriptions EMNLP 2023
HyperNetwork-based Decoupling to Improve Model Generalization for Few-Shot Relation Extraction EMNLP 2023
Transfer-Free Data-Efficient Multilingual Slot Labeling EMNLP 2023
EC2: Emergent Communication for Embodied Control CVPR 2023
HOICLIP: Efficient Knowledge Transfer for HOI Detection With Vision-Language Models CVPR 2023
Harnessing LLMs for Temporal Data - A Study on Explainable Financial Time Series Forecasting EMNLP 2023
Prompting Large Language Models With Answer Heuristics for Knowledge-Based Visual Question Answering CVPR 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
CHEF in the Language Kitchen: A Generative Data Augmentation Leveraging Korean Morpheme Ingredients EMNLP 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