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prompt-based learning

162 papers

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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

Language Models are Weak Learners NIPS 2023
Embroid: Unsupervised Prediction Smoothing Can Improve Few-Shot Classification NIPS 2023
2INER: Instructive and In-Context Learning on Few-Shot Named Entity Recognition EMNLP 2023
PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training EMNLP 2023
Topic-DPR: Topic-based Prompts for Dense Passage Retrieval EMNLP 2023
VIMA: Robot Manipulation with Multimodal Prompts ICML 2023
NormNet: Normalize Noun Phrases for More Robust NLP ACL 2023
FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning ACL 2023
Feature Normalization and Cartography-Based Demonstrations for Prompt-Based Fine-Tuning on Emotion-Related Tasks AAAI 2023
A Simple Yet Strong Domain-Agnostic De-bias Method for Zero-Shot Sentiment Classification ACL 2023
Prompt-based Zero-shot Text Classification with Conceptual Knowledge ACL 2023
MedTem2.0: Prompt-based Temporal Classification of Treatment Events from Discharge Summaries ACL 2023
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion ACL 2023
BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection SEMEVAL 2022
Pre-trained Token-replaced Detection Model as Few-shot Learner COLING 2022
FPC: Fine-tuning with Prompt Curriculum for Relation Extraction IJCNLP 2022
Prompt-based Conservation Learning for Multi-hop Question Answering COLING 2022
DESED: Dialogue-based Explanation for Sentence-level Event Detection COLING 2022
COPNER: Contrastive Learning with Prompt Guiding for Few-shot Named Entity Recognition COLING 2022
DEGREE: A Data-Efficient Generation-Based Event Extraction Model NAACL 2022
Learning to Transfer Prompts for Text Generation NAACL 2022
ProQA: Structural Prompt-based Pre-training for Unified Question Answering NAACL 2022
Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification NAACL 2022
Contrastive Learning for Prompt-based Few-shot Language Learners NAACL 2022
Prompting Decision Transformer for Few-Shot Policy Generalization ICML 2022