Browse State-of-the-Art › Prompt Engineering › Papers, page 6
Prompt Engineering
Papers archive 2025-07-28
archive papers tagged: 1,236 · with a code link: 454 · where Syntology ran a sample: 143 (118 with a run with no instrument failure, 25 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (143 of 1,236 tagged: 118 with a run with no instrument failure, 25 where every run was a failure of Syntology's instrument)
Page 6 of 13: papers 501 to 600 of 1,236, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.
Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.
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Evolutionary Computation and Large Language Models: A Survey of Methods, Synergies, and Applications21 May 2025 0 repositories listed
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Small Language Models in the Real World: Insights from Industrial Text Classification21 May 2025 0 repositories listed
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Towards Zero-Shot Differential Morphing Attack Detection with Multimodal Large Language Models21 May 2025 0 repositories listed
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Mapping the Minds of LLMs: A Graph-Based Analysis of Reasoning LLM20 May 2025 0 repositories listed
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Prior Prompt Engineering for Reinforcement Fine-Tuning20 May 2025 0 repositories listed
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Multi-Armed Bandits Meet Large Language Models19 May 2025 0 repositories listed
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The Hidden Structure -- Improving Legal Document Understanding Through Explicit Text Formatting19 May 2025 0 repositories listed
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AoP-SAM: Automation of Prompts for Efficient Segmentation17 May 2025 0 repositories listed
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Connecting the Dots: A Chain-of-Collaboration Prompting Framework for LLM Agents16 May 2025 0 repositories listed
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The Way We Prompt: Conceptual Blending, Neural Dynamics, and Prompt-Induced Transitions in LLMs16 May 2025 0 repositories listed
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Multilingual Prompt Engineering in Large Language Models: A Survey Across NLP Tasks16 May 2025 0 repositories listed
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Model Performance-Guided Evaluation Data Selection for Effective Prompt Optimization15 May 2025 0 repositories listed
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AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges15 May 2025 0 repositories listed
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An Initial Exploration of Default Images in Text-to-Image Generation14 May 2025 0 repositories listed
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Beyond General Prompts: Automated Prompt Refinement using Contrastive Class Alignment Scores for Disambiguating Objects in Vision-Language Models14 May 2025 0 repositories listed
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Automated Meta Prompt Engineering for Alignment with the Theory of Mind13 May 2025 0 repositories listed
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LLM-based Prompt Ensemble for Reliable Medical Entity Recognition from EHRs13 May 2025 0 repositories listed
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Gameplay Highlights Generation12 May 2025 0 repositories listed
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How Do Companies Manage the Environmental Sustainability of AI? An Interview Study About Green AI Efforts and Regulations12 May 2025 0 repositories listed
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Injecting Knowledge Graphs into Large Language Models12 May 2025 0 repositories listed
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Large Language Models and Arabic Content: A Review12 May 2025 0 repositories listed
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PromptIQ: Who Cares About Prompts? Let System Handle It -- A Component-Aware Framework for T2I Generation9 May 2025 0 repositories listed
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An Empirical Study of OpenAI API Discussions on Stack Overflow7 May 2025 0 repositories listed
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CDE-Mapper: Using Retrieval-Augmented Language Models for Linking Clinical Data Elements to Controlled Vocabularies7 May 2025 0 repositories listed
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DMRL: Data- and Model-aware Reward Learning for Data Extraction7 May 2025 0 repositories listed
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Overcoming Data Scarcity in Generative Language Modelling for Low-Resource Languages: A Systematic Review7 May 2025 0 repositories listed
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Unmasking the Canvas: A Dynamic Benchmark for Image Generation Jailbreaking and LLM Content Safety7 May 2025 0 repositories listed
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AI-Driven Scholarly Peer Review via Persistent Workflow Prompting, Meta-Prompting, and Meta-Reasoning6 May 2025 0 repositories listed
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Safer Prompts: Reducing IP Risk in Visual Generative AI6 May 2025 0 repositories listed
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Generative Sign-description Prompts with Multi-positive Contrastive Learning for Sign Language Recognition5 May 2025 0 repositories listed
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PhytoSynth: Leveraging Multi-modal Generative Models for Crop Disease Data Generation with Novel Benchmarking and Prompt Engineering Approach3 May 2025 0 repositories listed
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Enhancing tutoring systems by leveraging tailored promptings and domain knowledge with Large Language Models2 May 2025 0 repositories listed
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Understanding LLM Scientific Reasoning through Promptings and Model's Explanation on the Answers2 May 2025 0 repositories listed
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Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language Models30 Apr 2025 0 repositories listed
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Why Compress What You Can Generate? When GPT-4o Generation Ushers in Image Compression Fields30 Apr 2025 0 repositories listed
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A Survey on GUI Agents with Foundation Models Enhanced by Reinforcement Learning29 Apr 2025 0 repositories listed
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Beyond One-Size-Fits-All: Inversion Learning for Highly Effective NLG Evaluation Prompts29 Apr 2025 0 repositories listed
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Improving Phishing Email Detection Performance of Small Large Language Models29 Apr 2025 0 repositories listed
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LLM-Enabled EV Charging Stations Recommendation29 Apr 2025 0 repositories listed
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Local Prompt Optimization29 Apr 2025 0 repositories listed
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SecRepoBench: Benchmarking LLMs for Secure Code Generation in Real-World Repositories29 Apr 2025 0 repositories listed
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Generative AI in Education: Student Skills and Lecturer Roles28 Apr 2025 0 repositories listed
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A Review of 3D Object Detection with Vision-Language Models25 Apr 2025 0 repositories listed
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MODP: Multi Objective Directional Prompting25 Apr 2025 0 repositories listed
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Reflexive Prompt Engineering: A Framework for Responsible Prompt Engineering and Interaction Design22 Apr 2025 0 repositories listed
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PROMPTEVALS: A Dataset of Assertions and Guardrails for Custom Production Large Language Model Pipelines20 Apr 2025 0 repositories listed
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Diverse Prompts: Illuminating the Prompt Space of Large Language Models with MAP-Elites19 Apr 2025 0 repositories listed
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Do Prompt Patterns Affect Code Quality? A First Empirical Assessment of ChatGPT-Generated Code18 Apr 2025 0 repositories listed
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Aspect-Based Summarization with Self-Aspect Retrieval Enhanced Generation17 Apr 2025 0 repositories listed
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Post-Hurricane Debris Segmentation Using Fine-Tuned Foundational Vision Models17 Apr 2025 0 repositories listed
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Can GPT tell us why these images are synthesized? Empowering Multimodal Large Language Models for Forensics16 Apr 2025 0 repositories listed
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Using customized GPT to develop prompting proficiency in architectural AI-generated images16 Apr 2025 0 repositories listed
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LLM-based AI Agent for Sizing of Analog and Mixed Signal Circuit14 Apr 2025 0 repositories listed
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The Future of MLLM Prompting is Adaptive: A Comprehensive Experimental Evaluation of Prompt Engineering Methods for Robust Multimodal Performance14 Apr 2025 0 repositories listed
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Zero-shot Autonomous Microscopy for Scalable and Intelligent Characterization of 2D Materials14 Apr 2025 0 repositories listed
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Evaluating the Bias in LLMs for Surveying Opinion and Decision Making in Healthcare11 Apr 2025 0 repositories listed
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Learning from Elders: Making an LLM-powered Chatbot for Retirement Communities more Accessible through User-centered Design11 Apr 2025 0 repositories listed
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Revisiting Prompt Optimization with Large Reasoning Models-A Case Study on Event Extraction10 Apr 2025 0 repositories listed
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GAAPO: Genetic Algorithmic Applied to Prompt Optimization9 Apr 2025 0 repositories listed
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On the Effectiveness and Generalization of Race Representations for Debiasing High-Stakes Decisions7 Apr 2025 0 repositories listed
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DDPT: Diffusion-Driven Prompt Tuning for Large Language Model Code Generation6 Apr 2025 0 repositories listed
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Cognitive Debiasing Large Language Models for Decision-Making5 Apr 2025 0 repositories listed
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Bridging LMS and Generative AI: Dynamic Course Content Integration (DCCI) for Connecting LLMs to Course Content -- The Ask ME Assistant4 Apr 2025 0 repositories listed
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PF3Det: A Prompted Foundation Feature Assisted Visual LiDAR 3D Detector4 Apr 2025 0 repositories listed
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CoTAL: Human-in-the-Loop Prompt Engineering, Chain-of-Thought Reasoning, and Active Learning for Generalizable Formative Assessment Scoring3 Apr 2025 0 repositories listed
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LearNAT: Learning NL2SQL with AST-guided Task Decomposition for Large Language Models3 Apr 2025 0 repositories listed
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GeoRAG: A Question-Answering Approach from a Geographical Perspective2 Apr 2025 0 repositories listed
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Text Speaks Louder than Vision: ASCII Art Reveals Textual Biases in Vision-Language Models2 Apr 2025 0 repositories listed
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Catastrophic Forgetting in LLMs: A Comparative Analysis Across Language Tasks1 Apr 2025 0 repositories listed
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A Systematic Evaluation of LLM Strategies for Mental Health Text Analysis: Fine-tuning vs. Prompt Engineering vs. RAG31 Mar 2025 0 repositories listed
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GRASP: Municipal Budget AI Chatbots for Enhancing Civic Engagement30 Mar 2025 0 repositories listed
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Modeling Challenging Patient Interactions: LLMs for Medical Communication Training28 Mar 2025 0 repositories listed
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Generative Reliability-Based Design Optimization Using In-Context Learning Capabilities of Large Language Models28 Mar 2025 0 repositories listed
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Task Tokens: A Flexible Approach to Adapting Behavior Foundation Models28 Mar 2025 0 repositories listed
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A Measure Based Generalizable Approach to Understandability27 Mar 2025 0 repositories listed
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Cognitive Prompts Using Guilford's Structure of Intellect Model27 Mar 2025 0 repositories listed
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HyperFree: A Channel-adaptive and Tuning-free Foundation Model for Hyperspectral Remote Sensing Imagery27 Mar 2025 0 repositories listed
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Unlocking the Potential of Past Research: Using Generative AI to Reconstruct Healthcare Simulation Models27 Mar 2025 0 repositories listed
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A Theoretical Framework for Prompt Engineering: Approximating Smooth Functions with Transformer Prompts26 Mar 2025 0 repositories listed
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Patients Speak, AI Listens: LLM-based Analysis of Online Reviews Uncovers Key Drivers for Urgent Care Satisfaction26 Mar 2025 0 repositories listed
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HausaNLP at SemEval-2025 Task 2: Entity-Aware Fine-tuning vs. Prompt Engineering in Entity-Aware Machine Translation25 Mar 2025 0 repositories listed
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LayerCraft: Enhancing Text-to-Image Generation with CoT Reasoning and Layered Object Integration25 Mar 2025 0 repositories listed
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Reverse Prompt: Cracking the Recipe Inside Text-to-Image Generation25 Mar 2025 0 repositories listed
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MMCR: Advancing Visual Language Model in Multimodal Multi-Turn Contextual Reasoning24 Mar 2025 0 repositories listed
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Instructing the Architecture Search for Spatial-temporal Sequence Forecasting with LLM23 Mar 2025 0 repositories listed
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Strategic Prompt Pricing for AIGC Services: A User-Centric Approach23 Mar 2025 0 repositories listed
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When Debate Fails: Bias Reinforcement in Large Language Models21 Mar 2025 0 repositories listed
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Enhancing Zero-Shot Image Recognition in Vision-Language Models through Human-like Concept Guidance20 Mar 2025 0 repositories listed
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Bias Evaluation and Mitigation in Retrieval-Augmented Medical Question-Answering Systems19 Mar 2025 0 repositories listed
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Organ-aware Multi-scale Medical Image Segmentation Using Text Prompt Engineering18 Mar 2025 0 repositories listed
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Synthetic Data Generation Using Large Language Models: Advances in Text and Code18 Mar 2025 0 repositories listed
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3DAxisPrompt: Promoting the 3D Grounding and Reasoning in GPT-4o17 Mar 2025 0 repositories listed
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Synthesizing Privacy-Preserving Text Data via Finetuning without Finetuning Billion-Scale LLMs16 Mar 2025 0 repositories listed
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Examples as the Prompt: A Scalable Approach for Efficient LLM Adaptation in E-Commerce14 Mar 2025 0 repositories listed
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Prompt Sentiment: The Catalyst for LLM Change14 Mar 2025 0 repositories listed
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Phishsense-1B: A Technical Perspective on an AI-Powered Phishing Detection Model13 Mar 2025 0 repositories listed
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The Power of One: A Single Example is All it Takes for Segmentation in VLMs13 Mar 2025 0 repositories listed
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"Well, Keep Thinking": Enhancing LLM Reasoning with Adaptive Injection Decoding13 Mar 2025 0 repositories listed
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Evaluating the Generalizability of LLMs in Automated Program Repair12 Mar 2025 0 repositories listed
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Rethinking Prompt-based Debiasing in Large Language Models12 Mar 2025 0 repositories listed