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prompt-based learning

163 papers

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Co-occurring keywords · papers mentioning both

few-shot learning (60) prompt engineering (32) text classification (23) zero-shot learning (23) large language model (21) pre-trained language model (19) language model (17) contrastive learning (16) continual learning (13) in-context learning (12)

Papers

Few-shot Event Detection: An Empirical Study and a Unified View ACL 2023 FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning ACL 2023 Generating Anomalies for Video Anomaly Detection With Prompt-Based Feature Mapping CVPR 2023 Hierarchical Decomposition of Prompt-Based Continual Learning: Rethinking Obscured Sub-optimality NeurIPS 2023 Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification ACL 2023 Introducing Language Guidance in Prompt-based Continual Learning ICCV 2023 KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification SemEval 2023 L3I++ at SemEval-2023 Task 2: Prompting for Multilingual Complex Named Entity Recognition SemEval 2023 Language Models are Weak Learners NeurIPS 2023 LLM4Vis: Explainable Visualization Recommendation using ChatGPT EMNLP 2023 Low-Resource Comparative Opinion Quintuple Extraction by Data Augmentation with Prompting EMNLP 2023 Making Pre-trained Language Models Better Learn Few-Shot Spoken Language Understanding in More Practical Scenarios ACL 2023 MEAL: Stable and Active Learning for Few-Shot Prompting EMNLP 2023 MedTem2.0: Prompt-based Temporal Classification of Treatment Events from Discharge Summaries ACL 2023 Mind the instructions: a holistic evaluation of consistency and interactions in prompt-based learning CoNLL 2023 Multi-Mask Label Mapping for Prompt-Based Learning AAAI 2023 Natural Response Generation for Chinese Reading Comprehension EMNLP 2023 NormNet: Normalize Noun Phrases for More Robust NLP ACL 2023 NOTABLE: Transferable Backdoor Attacks Against Prompt-based NLP Models ACL 2023 On Robustness of Prompt-based Semantic Parsing with Large Pre-trained Language Model: An Empirical Study on Codex EACL 2023 On the Power of Foundation Models ICML 2023 PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training EMNLP 2023 PINTO: Faithful Language Reasoning Using Prompt-Generated Rationales ICLR 2023 Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion ACL 2023 PromptARA: Improving Deep Representation in Hybrid Automatic Readability Assessment with Prompt and Orthogonal Projection EMNLP 2023