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prompt-based learning

162 papers

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Co-occurring keywords

few-shot learning (3390) prompt engineering (1128) text classification (6776) large language model (12755) zero-shot learning (3637) language model (4573) pre-trained language model (1514) contrastive learning (3979) continual learning (1164) in-context learning (1369)

Papers

SMASH: Improving SMAll Language Models’ Few-SHot Ability with Prompt-Based Distillation EMNLP 2022
A Good Prompt Is Worth Millions of Parameters: Low-resource Prompt-based Learning for Vision-Language Models ACL 2022
Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals ACL 2022
Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition EMNLP 2022
MatchPrompt: Prompt-based Open Relation Extraction with Semantic Consistency Guided Clustering EMNLP 2022
On Measuring Social Biases in Prompt-Based Multi-Task Learning NAACL 2022
Exploring the Universal Vulnerability of Prompt-based Learning Paradigm NAACL 2022
NSP-BERT: A Prompt-based Few-Shot Learner through an Original Pre-training Task —— Next Sentence Prediction COLING 2022
Improving and Simplifying Pattern Exploiting Training EMNLP 2021
TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification EMNLP 2021
FLEX: Unifying Evaluation for Few-Shot NLP NIPS 2021
Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning EMNLP 2021