Prompt Engineering

Prompt Tuning Can Simply Adapt Large Language Models to Text Encoders NAACL 2025 Retrieval-Augmented Dynamic Prompt Tuning for Incomplete Multimodal Learning AAAI 2025 Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness EMNLP 2025 SCULPT: Systematic Tuning of Long Prompts ACL 2025 SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025 Self-Harmonized Chain of Thought NAACL 2025 Semantically Conditioned Prompts for Visual Recognition under Missing Modality Scenarios WACV 2025 STAIR-AIG: Optimizing the Automated Item Generation Process through Human-AI Collaboration for Critical Thinking Assessment ACL 2025 STARLING at TSAR 2025 Shared Task Leveraging Alternative Generations for Readability Level Adjustment in Text Simplification EMNLP 2025 SubDocTrans: Enhancing Document-level Machine Translation with Plug-and-play Multi-granularity Knowledge Augmentation EMNLP 2025 Tables as Thought: Exploring Structured Thoughts in LLM Reasoning ACL 2025 Task-Aware Prompt Gradient Projection for Parameter-Efficient Tuning Federated Class-Incremental Learning ICCV 2025 Task Facet Learning: A Structured Approach To Prompt Optimization ACL 2025 taskGen at TSAR 2025 Shared Task Exploring prompt strategies with linguistic knowledge EMNLP 2025 Teaching-Inspired Integrated Prompting Framework: A Novel Approach for Enhancing Reasoning in Large Language Models COLING 2025 Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model Using 3D Whole-Body CT Scans AAAI 2025 UCTG: A Unified Controllable Text Generation Framework for Query Auto-Completion COLING 2025 ULTRABENCH: Benchmarking LLMs under Extreme Fine-grained Text Generation EMNLP 2025 Understanding and Improving Information Preservation in Prompt Compression for LLMs EMNLP 2025 UNIBUC-SD at ArchEHR-QA 2025: Prompting Our Way to Clinical QA with Multi-Model Ensembling ACL 2025 Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers AAAI 2025 Why Prompt Design Matters and Works: A Complexity Analysis of Prompt Search Space in LLMs ACL 2025 AlignRE: An Encoding and Semantic Alignment Approach for Zero-Shot Relation Extraction ACL 2024 AMPO: Automatic Multi-Branched Prompt Optimization EMNLP 2024 Ask Again, Then Fail: Large Language Models’ Vacillations in Judgment ACL 2024