Browse State-of-the-Art › Prompt Engineering › Papers, page 9
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 9 of 13: papers 801 to 900 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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Judgment of Thoughts: Courtroom of the Binary Logical Reasoning in Large Language Models25 Sep 2024 0 repositories listed
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A Comprehensive Evaluation of Large Language Models on Mental Illnesses24 Sep 2024 0 repositories listed
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Adaptive Learn-then-Test: Statistically Valid and Efficient Hyperparameter Selection24 Sep 2024 0 repositories listed
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Selection of Prompt Engineering Techniques for Code Generation through Predicting Code Complexity24 Sep 2024 0 repositories listed
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Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs23 Sep 2024 0 repositories listed
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Learning from Contrastive Prompts: Automated Optimization and Adaptation23 Sep 2024 0 repositories listed
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Privacy Policy Analysis through Prompt Engineering for LLMs23 Sep 2024 0 repositories listed
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Automotive innovation landscaping using LLM22 Sep 2024 0 repositories listed
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A sound description: Exploring prompt templates and class descriptions to enhance zero-shot audio classification19 Sep 2024 0 repositories listed
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Prompts Are Programs Too! Understanding How Developers Build Software Containing Prompts19 Sep 2024 0 repositories listed
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Using Large Language Models to Generate Clinical Trial Tables and Figures18 Sep 2024 0 repositories listed
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A Framework for Ranking Content Providers Using Prompt Engineering and Self-Attention Network17 Sep 2024 0 repositories listed
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Unveiling and Mitigating Bias in Large Language Model Recommendations: A Path to Fairness17 Sep 2024 0 repositories listed
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A Study on Zero-shot Non-intrusive Speech Assessment using Large Language Models16 Sep 2024 0 repositories listed
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Language Models and Retrieval Augmented Generation for Automated Structured Data Extraction from Diagnostic Reports15 Sep 2024 0 repositories listed
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AI-Driven Virtual Teacher for Enhanced Educational Efficiency: Leveraging Large Pretrain Models for Autonomous Error Analysis and Correction14 Sep 2024 0 repositories listed
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Leveraging Foundation Models for Efficient Federated Learning in Resource-restricted Edge Networks14 Sep 2024 0 repositories listed
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Contri(e)ve: Context + Retrieve for Scholarly Question Answering13 Sep 2024 0 repositories listed
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LLM-based Weak Supervision Framework for Query Intent Classification in Video Search13 Sep 2024 0 repositories listed
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Beyond designer's knowledge: Generating materials design hypotheses via large language models10 Sep 2024 0 repositories listed
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ChatGPT's Potential in Cryptography Misuse Detection: A Comparative Analysis with Static Analysis Tools10 Sep 2024 0 repositories listed
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Fine-tuning and Prompt Engineering with Cognitive Knowledge Graphs for Scholarly Knowledge Organization10 Sep 2024 0 repositories listed
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Multimodal Large Language Model Driven Scenario Testing for Autonomous Vehicles10 Sep 2024 0 repositories listed
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Combining LLMs and Knowledge Graphs to Reduce Hallucinations in Question Answering6 Sep 2024 0 repositories listed
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Leveraging Large Language Models through Natural Language Processing to provide interpretable Machine Learning predictions of mental deterioration in real time5 Sep 2024 0 repositories listed
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RETAIN: Interactive Tool for Regression Testing Guided LLM Migration5 Sep 2024 0 repositories listed
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BEAVER: An Enterprise Benchmark for Text-to-SQL3 Sep 2024 0 repositories listed
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Language Models Benefit from Preparation with Elicited Knowledge2 Sep 2024 0 repositories listed
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Enhancing AI-Driven Psychological Consultation: Layered Prompts with Large Language Models29 Aug 2024 0 repositories listed
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LLM-assisted Labeling Function Generation for Semantic Type Detection28 Aug 2024 0 repositories listed
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Visual Prompt Engineering for Medical Vision Language Models in Radiology28 Aug 2024 0 repositories listed
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Atoxia: Red-teaming Large Language Models with Target Toxic Answers27 Aug 2024 0 repositories listed
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Toward Large Language Models as a Therapeutic Tool: Comparing Prompting Techniques to Improve GPT-Delivered Problem-Solving Therapy27 Aug 2024 0 repositories listed
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Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models25 Aug 2024 0 repositories listed
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Can LLM be a Good Path Planner based on Prompt Engineering? Mitigating the Hallucination for Path Planning23 Aug 2024 0 repositories listed
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Understanding Defects in Generated Codes by Language Models23 Aug 2024 0 repositories listed
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EEG-Defender: Defending against Jailbreak through Early Exit Generation of Large Language Models21 Aug 2024 0 repositories listed
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Probabilistic Medical Predictions of Large Language Models21 Aug 2024 0 repositories listed
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Towards Analyzing and Mitigating Sycophancy in Large Vision-Language Models21 Aug 2024 0 repositories listed
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GS-KGC: A Generative Subgraph-based Framework for Knowledge Graph Completion with Large Language Models20 Aug 2024 0 repositories listed
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QPO: Query-dependent Prompt Optimization via Multi-Loop Offline Reinforcement Learning20 Aug 2024 0 repositories listed
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GoNoGo: An Efficient LLM-based Multi-Agent System for Streamlining Automotive Software Release Decision-Making19 Aug 2024 0 repositories listed
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When Raw Data Prevails: Are Large Language Model Embeddings Effective in Numerical Data Representation for Medical Machine Learning Applications?15 Aug 2024 0 repositories listed
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Dual-Domain CLIP-Assisted Residual Optimization Perception Model for Metal Artifact Reduction14 Aug 2024 0 repositories listed
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Fast Training Dataset Attribution via In-Context Learning14 Aug 2024 0 repositories listed
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Leveraging Language Models for Emotion and Behavior Analysis in Education13 Aug 2024 0 repositories listed
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Document-Level Event Extraction with Definition-Driven ICL10 Aug 2024 0 repositories listed
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FiSTECH: Financial Style Transfer to Enhance Creativity without Hallucinations in LLMs9 Aug 2024 0 repositories listed
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Can GPT-4 Models Detect Misleading Visualizations?8 Aug 2024 0 repositories listed
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Conversational Prompt Engineering8 Aug 2024 0 repositories listed
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Exploring the extent of similarities in software failures across industries using LLMs7 Aug 2024 0 repositories listed
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Generative Language Models with Retrieval Augmented Generation for Automated Short Answer Scoring7 Aug 2024 0 repositories listed
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Large Language Model as a Catalyst: A Paradigm Shift in Base Station Siting Optimization7 Aug 2024 0 repositories listed
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Leveraging Large Language Models with Chain-of-Thought and Prompt Engineering for Traffic Crash Severity Analysis and Inference4 Aug 2024 0 repositories listed
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Evaluating the Impact of Advanced LLM Techniques on AI-Lecture Tutors for a Robotics Course2 Aug 2024 0 repositories listed
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Recording First-person Experiences to Build a New Type of Foundation Model31 Jul 2024 0 repositories listed
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A New Type of Foundation Model Based on Recordings of People's Emotions and Physiology31 Jul 2024 0 repositories listed
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KemenkeuGPT: Leveraging a Large Language Model on Indonesia's Government Financial Data and Regulations to Enhance Decision Making31 Jul 2024 0 repositories listed
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Affective Computing in the Era of Large Language Models: A Survey from the NLP Perspective30 Jul 2024 0 repositories listed
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Effects of a Prompt Engineering Intervention on Undergraduate Students' AI Self-Efficacy, AI Knowledge and Prompt Engineering Ability: A Mixed Methods Study30 Jul 2024 0 repositories listed
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Enhancing Agricultural Machinery Management through Advanced LLM Integration30 Jul 2024 0 repositories listed
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Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost29 Jul 2024 0 repositories listed
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TopicTag: Automatic Annotation of NMF Topic Models Using Chain of Thought and Prompt Tuning with LLMs29 Jul 2024 0 repositories listed
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Evaluating LLMs for Text-to-SQL Generation With Complex SQL Workload28 Jul 2024 0 repositories listed
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LocalValueBench: A Collaboratively Built and Extensible Benchmark for Evaluating Localized Value Alignment and Ethical Safety in Large Language Models27 Jul 2024 0 repositories listed
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ViPer: Visual Personalization of Generative Models via Individual Preference Learning24 Jul 2024 0 repositories listed
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A Survey on Employing Large Language Models for Text-to-SQL Tasks21 Jul 2024 0 repositories listed
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A Survey of Prompt Engineering Methods in Large Language Models for Different NLP Tasks17 Jul 2024 0 repositories listed
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Educational Personalized Learning Path Planning with Large Language Models16 Jul 2024 0 repositories listed
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GRAD-SUM: Leveraging Gradient Summarization for Optimal Prompt Engineering12 Jul 2024 0 repositories listed
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Fault Diagnosis in Power Grids with Large Language Model11 Jul 2024 0 repositories listed
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RB-SQL: A Retrieval-based LLM Framework for Text-to-SQL11 Jul 2024 0 repositories listed
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Toward accessible comics for blind and low vision readers11 Jul 2024 0 repositories listed
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Leveraging LLMs to explain DRL decisions for transparent 6G network slicing10 Jul 2024 0 repositories listed
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Using Pretrained Large Language Model with Prompt Engineering to Answer Biomedical Questions9 Jul 2024 0 repositories listed
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PAS: Data-Efficient Plug-and-Play Prompt Augmentation System8 Jul 2024 0 repositories listed
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Using Grammar Masking to Ensure Syntactic Validity in LLM-based Modeling Tasks8 Jul 2024 0 repositories listed
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Addressing single object tracking in satellite imagery through prompt-engineered solutions7 Jul 2024 0 repositories listed
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Enhancing Computer Programming Education with LLMs: A Study on Effective Prompt Engineering for Python Code Generation7 Jul 2024 0 repositories listed
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VideoCoT: A Video Chain-of-Thought Dataset with Active Annotation Tool7 Jul 2024 0 repositories listed
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Achieving Tool Calling Functionality in LLMs Using Only Prompt Engineering Without Fine-Tuning6 Jul 2024 0 repositories listed
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Enabling On-Device LLMs Personalization with Smartphone Sensing5 Jul 2024 0 repositories listed
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MAPO: Boosting Large Language Model Performance with Model-Adaptive Prompt Optimization4 Jul 2024 0 repositories listed
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SemioLLM: Assessing Large Language Models for Semiological Analysis in Epilepsy Research3 Jul 2024 0 repositories listed
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Actionable Cyber Threat Intelligence using Knowledge Graphs and Large Language Models30 Jun 2024 0 repositories listed
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LoPT: Low-Rank Prompt Tuning for Parameter Efficient Language Models27 Jun 2024 0 repositories listed
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Harnessing LLMs for Automated Video Content Analysis: An Exploratory Workflow of Short Videos on Depression27 Jun 2024 0 repositories listed
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Autonomous Prompt Engineering in Large Language Models25 Jun 2024 0 repositories listed
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Towards LLM-Powered Ambient Sensor Based Multi-Person Human Activity Recognition25 Jun 2024 0 repositories listed
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AnnotatedTables: A Large Tabular Dataset with Language Model Annotations24 Jun 2024 0 repositories listed
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Large Language Models in Student Assessment: Comparing ChatGPT and Human Graders24 Jun 2024 0 repositories listed
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Teach Better or Show Smarter? On Instructions and Exemplars in Automatic Prompt Optimization22 Jun 2024 0 repositories listed
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APEER: Automatic Prompt Engineering Enhances Large Language Model Reranking20 Jun 2024 0 repositories listed
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VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought20 Jun 2024 0 repositories listed
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SPL: A Socratic Playground for Learning Powered by Large Language Model20 Jun 2024 0 repositories listed
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IntCoOp: Interpretability-Aware Vision-Language Prompt Tuning19 Jun 2024 0 repositories listed
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Accelerating Complex Disease Treatment through Network Medicine and GenAI: A Case Study on Drug Repurposing for Breast Cancer18 Jun 2024 0 repositories listed
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A Personalised Learning Tool for Physics Undergraduate Students Built On a Large Language Model for Symbolic Regression17 Jun 2024 0 repositories listed
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Performance Improvement of Language-Queried Audio Source Separation Based on Caption Augmentation From Large Language Models for DCASE Challenge 2024 Task 917 Jun 2024 0 repositories listed
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RePrompt: Planning by Automatic Prompt Engineering for Large Language Models Agents17 Jun 2024 0 repositories listed