Prompt Engineering

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10 papers in the last four weeks, against 1 the four weeks before. 0.1% of all new papers.

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  1. UniBuc at SemEval-2024 Task 2: Tailored Prompting with Solar for Clinical NLI

    Sep 30, 2026Marius Micluta-Campeanu, Claudiu Creanga, Ana-Maria Bucur +2Clinical Language Model EvaluationClinical NLP

    Interdisciplinary School of Doctoral Studies, ♡HLT Research Center University of Bucharest, Romania · Faculty of Mathematics and Computer Science

  2. Comparative study of adapting pre-trained models for driving behavior video captioning

    Sep 30, 2026Sayak Mallick, Philipp Geiger, Augustin KelavaVLM AdaptationAutonomous Driving

    University of Tübingen · Bosch Center for Artificial Intelligence

  3. Ready2Blend: From Natural-Language Instructions to Composable Alignment Prompts

    Sep 30, 2026Jeesu Jung, Hwan Chang, Juseon Do +5Continual Learning for LLMsLLM Alignment

    Korea Advanced Institute of Science and Technology · Samsung SDS

  4. Diversity Combining for Multi-Path LLM Reasoning

    Sep 30, 2026Guangsheng Yu, Litianyi Zhang, Qin Wang +5Inference-Time OptimizationSelf-Consistency Decoding

    University of Technology Sydney · The University of Sydney · CSIRO +2

  5. Engineering Simplicity: Simple Mechanism Interfaces Steer LLM Agents

    Sep 28, 2026Kehang Zhu, Anand Shah, David ParkesLLM Decision-MakingLLM Agents

    Harvard University

  6. LLM4Trust: Exploring the Capabilities of Large Language Models for Trust Evaluation

    Sep 27, 2026Jie Wang, Yanbo Sun, Zheng Yan +2LLM EvaluationTrust in AI

    State Key Laboratory of Integrated Services Networks, School of Cyber Engineering, Xidian University · Hangzhou Institute of Technology, Xidian University · Department of Computer Science, Purdue University

  7. Design and Evaluation of LLM Chaining-Based Task Planning for General Purpose Service Robots

    Sep 24, 2026Lucas Da Mota Bruno, Jiahao Sim, Yoshinobu HagiwaraLarge Language Model-Based Robot PlanningRobotics

    Grad. School of Science and Engineering Soka University Tokyo, Japan · Faculty of Science and Engineering Soka University Tokyo, Japan

  8. Which LLM is Best for Translating Natural Language Goals to PDDL

    Sep 16, 2026Tomas Balyo, Lukas Chrpa, G. Michael YoungbloodLLM EvaluationLLM Planning

    Filuta AI, Inc., 1606 Headway Cir STE 9145, Austin, TX 78754, USA

  9. Deconstructing Stereotypes: Scope-Conditioned Generation for Effective Multilingual Counterspeech

    Sep 15, 2026Greta Damo, Elias Urios Alacreu, Elena Cabrio +2Controllable Text GenerationPrompt Engineering

    1Universit´e Cˆote d’Azur, CNRS, INRIA, I3S, France · 2PRHLT Research Center, Universitat Polit`ecnica de Val`encia, Valencia, Spain · 3ValgrAI Valencian Graduate School and Research Network of Artificial Intelligence, Spain

  10. Structurally Speaking: Motif-Oriented Graph Captioning through Bidirectional Graph-Text Translation

    Sep 10, 2026Hsiao-Ying Lu, Dongyu Liu, Kwan-Liu MaStructured PromptingPrompt Engineering

    Department of Computer Science, University of California, Davis

  11. Templated or fully synthetic? Prompt construction as a confound in measuring LLM political stance beyond writing assistance

    Aug 11, 2026Ilias ChalkidisLLM PromptingPolitical Bias in Language Models

    The National Center for AI in Society (CAISA) University of Copenhagen Denmark

  12. Effect of Abstractions and Prompting Strategies on LLM-Guided High-Performance Optimizations

    Aug 8, 2026Jiří Klepl, Maty'aš Brabec, Martin KrulišHigh-Performance ComputingLarge Language Model-Guided Optimization

    Charles University, Prague, Czech Republic

  13. Dynamic Graph Prompting via Topology-Routed Mixed-Curvature Experts

    Aug 6, 2026Quanxin Wang, Xuanting Xie, Bingheng Li +4Link PredictionFew-Shot Learning

    University of Electronic Science and Technology of China · 2Michigan State University · 3Singapore Management University +2

  14. Analysis of Numerical Localisation in LLM Translations

    Aug 5, 2026Patrizia KayeNumerical Reasoning in Language ModelsMachine Translation

    University of Bath

  15. Equitable System-Prompt Selection via Constrained Mixed-Strategy GroupDRO

    Aug 5, 2026Mengyu Xu, Qiaoxin Yang, Zhihan Liu +4LLM PromptingAlgorithmic Fairness

    1The University of Chicago · 2SynAI Technologies, Inc. · 3Northwestern University +2

  16. Asking Questions the Right Way: A Multi-Agent Conversational System for Prompt Formulation in Complex Task Resolution

    Aug 2, 2026B. Sankar, Pawni Yadav, Srinidhi Ranjini Girish +1Multi-Agent LLM SystemsStructured Prompting

    Department of Mechanical Engineering, Indian Institute of Science (IISc), Bangalore, India · Department of Design and Manufacturing, Indian Institute of Science (IISc), Bangalore, India

  17. What makes prompts a graph: necessary and sufficient conditions for prompt graph engineering

    Jul 30, 2026Sandeco MacedoLLM PromptingPrompt Engineering

    Federal Institute of Goiás

  18. Credit Cards, Confusion, Computation, and Consequences: What Can We Uncover About Language Model Reasoning?

    Jul 29, 2026Arnav Hiray, Agam Shah, Caleb Lu +3Numerical Reasoning in Language ModelsFinancial Services

    College of Computing & Scheller College of Business Georgia Institute of Technology, Atlanta, GA

  19. How Well Can AI Generate Backlogs from App Mockups?

    Jul 24, 2026Andrea Lezcano Airaldi, Lourdes Romera, Walid MaalejRequirements EngineeringPrompt Engineering

    Department of Informatics · Hasso Plattner Institute

  20. Prompt Coach: An Empirical Evaluation of an Agentic Tutor for Learning Prompt Engineering in Software Development

    Jul 7, 2026Rohit Mehra, Kapil Singi, Vikrant Kaulgud +5Intelligent Tutoring SystemsPrompt Engineering

    Accenture Labs, India · Accenture, India · Accenture, USA

  21. A Tree-of-Thoughts Inspired Hybrid Approach for Legal Case Judgement Summarization using LLMs

    Jun 26, 2026Aniket Deroy, Kripabandhu Ghosh, Saptarshi GhoshLegal NLPLLM Prompting

    IIT Kharagpur India · IISER Kolkata India

  22. Narration-of-Thought: Inference-Time Scaffolding for Defeasible Ethical Reasoning in Large Language Models

    Jun 24, 2026Patrick Cooper, Alvaro VelasquezStructured PromptingMoral Reasoning in Language Models

    Department of Computer Science University of Colorado Boulder

  23. Navigating User Behavior toward Personalized Multimodal Generation

    Jun 23, 2026Hengji Zhou, Yufeng Liu, Ye Liu +3Multimodal GenerationConditional Generation

    South China University of Technology · Harbin Institute of Technology, Shenzhen

  24. Leveraging Large Language Models to Obscure Code Stylometry: A Comparative Study of GPT-3.5 and GPT-4

    Jun 21, 2026Saman Pordanesh, Benjamin TanStylometryAuthorship Attribution

  25. Prompt-Calibrated SAM 3 for Open-Vocabulary Remote Sensing Semantic Segmentation

    Jun 20, 2026Yanghui Song, Nanqing Liu, Haonan Yin +3Remote Sensing Image SegmentationPromptable Image Segmentation

    School of Information Science and Technology, Yunnan Normal University, Kunming, China · School of Computer Science and Engineering, Beihang University, Beijing, China · College of Computer Science, Beijing University of Technology, Beijing, China

  26. Chehre: An Emoji-Prompted Dataset to Explore Perceptual Flexibility in Video Language Models

    Jun 19, 2026Bita Azari, Zoe Stanley, Avneet Batra +4VLM EvaluationVideo-Language Model Evaluation

    Simon Fraser University, Canada

  27. Evaluating LLMs for Real-World Web Vulnerability Detection

    Jun 19, 2026Sebastian Neef, Luca Jungnickel, Antonio Benjamin Buchholz +2Software Vulnerability DetectionLLM Reliability

    Technische Universität Berlin, Einsteinufer 17, 10587 Berlin, Germany · Freie Universität Berlin, Kaiserswerther Str. 16-18, 14195 Berlin, Germany

  28. Written by AI, Managed by AI: Semantic Space Control and Index Sickness Elimination Across 391 Consecutive Sessions

    Jun 17, 2026Hui Zhang, Shuren SongLong-Horizon LLM AgentsLLM Context Management

    Shenzhen Yunxi Technology Co., Ltd. · Information Technology Center, Tsinghua University

  29. PromptMN: Pseudo Prompting Language

    Jun 15, 2026Enkhzol DovdonStructured PromptingLLM Prompting

    ICT Group

  30. Domain-Guided Prompting of the Segment Anything Model for Seismic Interpretation: The Role of Attributes, Visualization, and Hybrid Prompts

    Jun 14, 2026Aniq Ahmad, Heather Bedle, Ahmad MustafaPromptable Image SegmentationVision Foundation Model Adaptation

    School of Geosciences, University of Oklahoma, Norman, Oklahoma, USA · King Fahd University of Petroleum and Minerals, Dhahran, Saudi Arabia

  31. Rule Taxonomy and Evolution in AI IDEs: A Mining and Survey Study

    Jun 10, 2026Guangzong Cai, Ruiyin Li, Peng Liang +2Software EngineeringPrompt Engineering

    School of Computer Science, Wuhan University, China · School of Computer Science, Central China Normal University, China · School of Computing Technologies, RMIT University, Australia

  32. Do LLMs Make Neural Distinguishers Wise?

    Jun 9, 2026Tatsuya Sakagami, Masashi Hisai, Naoto YanaiLLMs for CybersecurityPrompt Engineering

    Panasonic Holdings Corporation 1006 Kadoma, Kadoma City, Osaka

  33. PsychoSafe: Eliciting Psychologically-Informed Refusals in Large Language Models

    Jun 8, 2026Gianluca Barmina, Federico Torrielli, Sven Harms +7Emotional Support ConversationMental Health

    University of Southern Denmark · University of Turin · University of Hamburg +1

  34. Operationalizing Linguistic Methods through Prompt-Engineering Skills: An Automatic Chinese Web Neologism Detection Pipeline

    Jun 7, 2026Yufeng Wu, Meichun LiuText ClassificationPrompt Engineering

    City University of Hong Kong

  35. Seeing is Believing: Aligning Prompt Rewriting with Visual Anchors for Text-to-Image Generation

    Jun 7, 2026Xuanyi Liu, Deyi Ji, Junyu Lu +6T2I GenerationPrompt Optimization for T2I Generation

    Peking University · Tencent · Dalian University of Technology +4

  36. AeroSpectra Sentinel: An Auditable LLM Prompt-Chaining Decision-Support Workflow for Acute Asthma Risk Assessment from Respiratory Sounds and Clinical Signals

    Jun 6, 2026Aueaphum AueawatthanaphisutLLM AuditingClinical Decision Support

    School of Information, Computer, and Communication Technology Sirindhorn International Institute of Technology, Thammasat University Pathum Thani, Thailand

  37. Scaffold, Not Vocabulary? A Controlled, Two-Tier, Pre-Registered Study of a Popperian Code-Generation Skill

    Jun 4, 2026Mehmet IscanLLM PromptingCode Generation Evaluation

    PythaLab, Yıldız Technical University, Istanbul, Turkey

  38. Staying with the Uncertainty: Uncertainty-Scaffolding Strategies for Artificial Moral Advisors in LLM-to-LLM Simulated Conversations

    Jun 4, 2026Salvatore Greco, Hainiu Xu, Jacopo Domenicucci +2Moral Reasoning in Language ModelsAI Alignment

    Centre for Data Futures, The Dickson Poon School of Law, King’s College London · Department of Informatics, King’s College London · LangAI, Center for Language AI Research, Tohoku University +1

  39. Lingo_Research_Group at SemEval-2026 Task 9: Evaluating Prompt Variants for Polarization Detection

    Jun 2, 2026Pritam Kadasi, Anuj Tiwari, Mayank SinghPrompt SensitivityText Classification

    Lingo Research Group, Indian Institute of Technology Gandhinagar · Noida Institute of Engineering and Technology 2ML Collective

  40. When Does Persona Prompting Actually Help? A Retrieval and Metric Analysis of Expert Role Injection in LLMs

    May 28, 2026Shuai Xiao, Su Liu, Weikai Zhou +4LLM EvaluationLLM Prompting

    Independent Researchers

  41. Persona Prompting in Multimodal Urban Perception: Descriptive Convergence and Interpretive Variation

    May 27, 2026Neemias da Silva, Matt Ratto, Myriam Delgado +3Multimodal Large Language ModelsLanguage Model Bias Evaluation

    University of Toronto, Toronto, Canada · Universidade Tecnologica Federal do Parana, Curitiba, Brazil

  42. Bounded Path Context: A Controlled Study of Visible Path History in LLM-Based Knowledge Graph Question Answering

    May 26, 2026Xihang Shan, Ye LuoMulti-Hop QALLM Reasoning with Graphs

    School of Mathematical Sciences Xiamen University · School of Informatics Xiamen University

  43. From Data to Insights: Exploring Program-of-Thoughts Prompting for Chart Summarization

    May 25, 2026Yutong Qu, Wei ZhangData VisualizationVLM Reasoning

    Adelaide University · Adelaide, SA, Australia

  44. Intent Signal Theory: A Computational Framework for Intent-State Control in Human-AI Interaction

    May 24, 2026Gang PengHuman-Centered AIUser Modeling

    Huizhou Lateni AI Technology Co., Ltd., Huizhou, China · Huizhou University, Huizhou, China

  45. Enhancing Reliability in LLM-Based Secure Code Generation

    May 22, 2026Mohammed F. Kharma, Mohammad Alkhanafseh, Ahmed Sabbah +1LLM EvaluationCoT Reasoning

    the Department of Computer Science, Birzeit University, Ramallah, Palestine · the Department of Computer Science, University of Central Florida, Orlando, FL 32816 USA

  46. PromptAudit: Auditing Prompt Sensitivity in LLM-Based Vulnerability Detection

    May 22, 2026Steffen J. Camarato, Yahya Hmaiti, Mandana Ghadamian +1Prompt SensitivityLLM Auditing

    University of Central Florida Orlando, Florida, USA

  47. Philosophical Dispositions as Behavioral Constraints for AI-Assisted Code Review: An Empirical Study

    May 21, 2026Kaushal BansalPersona PromptingAutomated Code Review

    Salesforce, Inc. San Francisco, CA, USA

  48. S2ED: From Story to Executable Descriptions for Consistency-Aware Story Illustration

    May 21, 2026Sijing Yin, Jiamou Liu, Xiao Tang +2T2I GenerationCompositional T2I Generation

    University of Auckland · Wuhan College of Communication

  49. GradeLegal: Automated Grading for German Legal Cases

    May 20, 2026Abdullah Al Zubaer, Lorenz Wendlinger, Simon Alexander Nonn +2LLM EvaluationAutomated Grading

    University of Passau Passau, Germany · Deggendorf Institute of Technology Deggendorf, Germany

  50. Less Back-and-Forth: A Comparative Study of Structured Prompting

    May 19, 2026Saurav Ghosh, Gabriella Polach, Abdou SowLLM EvaluationStructured Prompting

    Washington University in St. Louis Saint Louis, Missouri, USA

  51. Estimating Item Difficulty with Large Language Models as Experts

    May 18, 2026Diana Kolesnikova, Kirill Fedyanin, Abe D. Hofman +2LLM EvaluationLLM-as-a-Judge

    Department of Methodology and Statistics, Tilburg University, Tilburg, Netherlands · Smart Business Technologies, Belgrade, Serbia · Department of Psychological Methods, University of Amsterdam, Amsterdam, Netherlands +2

  52. Efficient Table QA via TableGrid Navigation and Progressive Inference Prompting

    May 18, 2026Amritansh Maurya, Navjot Singh, Mohammed Javed +1Table QAStructured Prompting

    Vision Intelligence Lab, IIIT Allahabad, Prayagraj, India · iMeDIA Lab, IIIT Allahabad, Prayagraj, India · CV:HCI Lab, Karlsruhe Institute of Technology, Karlsruhe, Germany

  53. Improving Cross-Cultural Survey Simulation with Calibrated Value Personas

    May 15, 2026Axel Abels, Elias Fernandez Domingos, Apurva Shah +1Language Model CalibrationCultural Bias in Language Models

    1Machine Learning Group, Universit´e Libre de Bruxelles · 2AI Lab, Vrije Universiteit Brussel · 3FARI Institute, Universit´e Libre de Bruxelles - Vrije Universiteit Brussel +2

  54. LLARS: Enabling Domain Expert & Developer Collaboration for LLM Prompting, Generation and Evaluation

    May 11, 2026Philipp Steigerwald, Mara Stieler, Jennifer Burghardt +2Language Model Generation EvaluationLLM Prompting

    Technische Hochschule Nürnberg Georg Simon Ohm, Nürnberg, Germany · Faculty of Computer Science, Centre for Artificial Intelligence (KIZ) · Faculty of Social Sciences, Institute for E-Counselling

  55. Illusion-Aware Visual Preprocessing and Anti-Illusion Prompting for Classic Illusion Understanding in Vision-Language Models

    May 9, 2026Junli Zha, Jiahui Wang, Xinkai Lu +1VLM EvaluationVLM Robustness

    1SF Technology Co., Ltd.

  56. VocalParse: Towards Unified and Scalable Singing Voice Transcription with Large Audio Language Models

    May 6, 2026Yukun Chen, Tianrui Wang, Zhaoxi Mu +2Audio UnderstandingMusic Information Retrieval

    Xi’an Jiaotong University · Nanyang Technological University · Tianjin University +2

  57. Tailored Prompts, Targeted Protection: Vulnerability-Specific LLM Analysis for Smart Contracts

    May 5, 2026Xing Zhang, Keyu Zhang, Taohong Zhu +1Software Vulnerability DetectionLLMs for Cybersecurity

    NetX Foundation Zug, Switzerland · Department of Computer Science University of Oxford Oxford, UK · Department of Computer Science The University of Manchester Manchester, UK

  58. Evaluating Prompting and Execution-Based Methods for Deterministic Computation in LLMs

    May 4, 2026Hongkun YuLLM EvaluationLLM Prompting

    Virginia Tech Blacksburg, VA, USA

  59. Prompt-Induced Score Variance in Zero-Shot Binary Vision-Language Safety Classification

    May 1, 2026Charles Weng, Dingwen Li, Alexander MartinVLM EvaluationZero-Shot Learning

    Johns Hopkins University · Independent

  60. Generating Place-Based Compromises Between Two Points of View

    Apr 27, 2026Sumanta Bhattacharyya, Francine Chen, Scott Carter +6LLM AlignmentPrompt Engineering

    University of Illinois Chicago · Toyota Research Institute