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Prompt Engineering

66 directly classified papers

Papers per year

Papers

Improving Knowledge Extraction from LLMs for Task Learning through Agent Analysis AAAI 2024
Large Language Models Are Clinical Reasoners: Reasoning-Aware Diagnosis Framework with Prompt-Generated Rationales AAAI 2024
Adaptive Prompt Routing for Arbitrary Text Style Transfer with Pre-trained Language Models AAAI 2024
INTERVENOR: Prompting the Coding Ability of Large Language Models with the Interactive Chain of Repair ACL 2024
LLMFactor: Extracting Profitable Factors through Prompts for Explainable Stock Movement Prediction ACL 2024
Latent Learningscape Guided In-context Learning ACL 2024
Automatic Engineering of Long Prompts ACL 2024
Prompting open-source and commercial language models for grammatical error correction of English learner text ACL 2024
JoAPR: Cleaning the Lens of Prompt Learning for Vision-Language Models CVPR 2024
PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought CVPR 2024
Language Models as Black-Box Optimizers for Vision-Language Models CVPR 2024
ATAP: Automatic Template-Augmented Commonsense Knowledge Graph Completion via Pre-Trained Language Models EMNLP 2024
Salient Information Prompting to Steer Content in Prompt-based Abstractive Summarization EMNLP 2024
Localized Zeroth-Order Prompt Optimization NIPS 2024
PromptNER: Prompt Locating and Typing for Named Entity Recognition ACL 2023
Few-shot Unified Question Answering: Tuning Models or Prompts? EMNLP 2023
Boosting Prompt-Based Self-Training With Mapping-Free Automatic Verbalizer for Multi-Class Classification EMNLP 2023
Who Wrote it and Why? Prompting Large-Language Models for Authorship Verification EMNLP 2023
Mixture of Soft Prompts for Controllable Data Generation EMNLP 2023
GraphPrompt: Graph-Based Prompt Templates for Biomedical Synonym Prediction AAAI 2023
Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning ACL 2023
HELP ME THINK: A Simple Prompting Strategy for Non-experts to Create Customized Content with Models ACL 2023
Prompted Opinion Summarization with GPT-3.5 ACL 2023
Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning ACL 2023
Controllable Mixed-Initiative Dialogue Generation through Prompting ACL 2023