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Prompt Engineering

273 directly classified papers

Papers per year

Papers

Towards Alleviating the Object Bias in Prompt Tuning-based Factual Knowledge Extraction ACL 2023
A Benchmark on Extremely Weakly Supervised Text Classification: Reconcile Seed Matching and Prompting Approaches ACL 2023
A Simple Yet Strong Domain-Agnostic De-bias Method for Zero-Shot Sentiment Classification ACL 2023
Robust Prompt Optimization for Large Language Models Against Distribution Shifts EMNLP 2023
Plan, Verify and Switch: Integrated Reasoning with Diverse X-of-Thoughts EMNLP 2023
The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models EMNLP 2023
Definitions Matter: Guiding GPT for Multi-label Classification EMNLP 2023
Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt Tuning EMNLP 2023
CTQScorer: Combining Multiple Features for In-context Example Selection for Machine Translation EMNLP 2023
The language of prompting: What linguistic properties make a prompt successful? EMNLP 2023
Auto-Instruct: Automatic Instruction Generation and Ranking for Black-Box Language Models EMNLP 2023
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration EMNLP 2023
Heterogeneous Region Embedding with Prompt Learning AAAI 2023
CoP: Factual Inconsistency Detection by Controlling the Preference AAAI 2023
Alfred: A System for Prompted Weak Supervision ACL 2023
Cold-Start Data Selection for Better Few-shot Language Model Fine-tuning: A Prompt-based Uncertainty Propagation Approach ACL 2023
CELDA: Leveraging Black-box Language Model as Enhanced Classifier without Labels ACL 2023
Zero-shot Approach to Overcome Perturbation Sensitivity of Prompts ACL 2023
Revisiting Automated Prompting: Are We Actually Doing Better? ACL 2023
Prompt-based Zero-shot Text Classification with Conceptual Knowledge ACL 2023
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion ACL 2023
Medical knowledge-enhanced prompt learning for diagnosis classification from clinical text ACL 2023
Unnatural language processing: How do language models handle machine-generated prompts? EMNLP 2023
Context-faithful Prompting for Large Language Models EMNLP 2023
rematchka at ArAIEval Shared Task: Prefix-Tuning & Prompt-tuning for Improved Detection of Propaganda and Disinformation in Arabic Social Media Content EMNLP 2023