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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

Co-training Improves Prompt-based Learning for Large Language Models ICML 2022
FPC: Fine-tuning with Prompt Curriculum for Relation Extraction AACL 2022
Does GPT-3 Generate Empathetic Dialogues? A Novel In-Context Example Selection Method and Automatic Evaluation Metric for Empathetic Dialogue Generation COLING 2022
Prompt-based Text Entailment for Low-Resource Named Entity Recognition COLING 2022
Fast and Constrained Absent Keyphrase Generation by Prompt-Based Learning AAAI 2022
Are Prompt-based Models Clueless? ACL 2022
Prompting for Multimodal Hateful Meme Classification EMNLP 2022
Multilingual Relation Classification via Efficient and Effective Prompting EMNLP 2022
Towards Realistic Low-resource Relation Extraction: A Benchmark with Empirical Baseline Study EMNLP 2022
Leveraging Only the Category Name for Aspect Detection through Prompt-based Constrained Clustering EMNLP 2022
Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning EMNLP 2022
AdaPrompt: Adaptive Model Training for Prompt-based NLP EMNLP 2022
BadPrompt: Backdoor Attacks on Continuous Prompts NIPS 2022
LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners NAACL 2022
BEIKE NLP at SemEval-2022 Task 4: Prompt-Based Paragraph Classification for Patronizing and Condescending Language Detection NAACL 2022
ALLSH: Active Learning Guided by Local Sensitivity and Hardness NAACL 2022
Prompt-based Re-ranking Language Model for ASR INTERSPEECH 2022
ASCM: An Answer Space Clustered Prompting Method without Answer Engineering ACL 2022
Entities, Dates, and Languages: Zero-Shot on Historical Texts with T0 ACL 2022
PRBoost: Prompt-Based Rule Discovery and Boosting for Interactive Weakly-Supervised Learning ACL 2022
Exploiting Language Model Prompts Using Similarity Measures: A Case Study on the Word-in-Context Task ACL 2022
PromptBERT: Improving BERT Sentence Embeddings with Prompts EMNLP 2022
Prompt-based Distribution Alignment for Domain Generalization in Text Classification EMNLP 2022
IDIAPers @ Causal News Corpus 2022: Efficient Causal Relation Identification Through a Prompt-based Few-shot Approach EMNLP 2022
Parameter-free Automatically Prompting: A Latent Pseudo Label Mapping Model for Prompt-based Learning EMNLP 2022