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Utilization of Weather Forecasting for Wind and Solar Energy Assessment
To explore advanced methodologies and techniques in integrating weather forecast data for optimizing wind and solar energy evaluations.
science -> applied science -> environmental science
Bathroom remodeling
To learn effective bathroom remodeling strategies for informed discussions with contractors and vendors.
lifestyle and leisure -> design
Effective Feedback Practices in Professional Settings
Investigate methods and strategies for providing effective feedback in professional environments.
social science and humanities -> management
Chatbot for analyzing financial data in business and economics
Explore how a chatbot can help residents better understand town public records and meetings.
social science and humanities -> business and economics
Recent legal cases in the US involving hardware technology innovations.
To investigate the legal precedents and implications of hardware technology innovations in the US.
culture and society -> law
Trade war between US and China
To comprehensively analyze the background, current developments, and future trends of the trade war between the US and China.
culture and society -> politics
Introduction to Kubernetes Backup and Persistent Storage
To educate readers on the fundamentals of Kubernetes backup and persistent volumes, and explain the necessity of persistent storage and backup for Kubernetes users.
science -> applied science -> computer science
Ursula's Character in Disney's "The Little Mermaid"
To explore Ursula's origins, identity, and reasons for her exclusion from Atlantis.
culture and society -> cultural study
Effectiveness of Pico-8 and Fantasy Game Consoles in Niche Gaming Communities
To evaluate how well Pico-8 and similar fantasy game consoles perform and are received within niche gaming communities.
lifestyle and leisure -> gaming
Graphics Processing Unit
Understand the technological advancements and market dynamics of GPUs to comprehend the reasons behind NVIDIA's soaring stock price.
science -> applied science -> computer science
Application of Artificial Intelligence in Preserving Intangible Cultural Heritage
Examine the latest advancements and methodologies in using AI to safeguard and promote intangible cultural heritage.
culture and society -> cultural study
Enhancing Human-Computer Interaction with Wearable Devices via Gesture Operation and Augmented Reality
Investigate diverse and flexible interaction methods beyond touch and voice to simplify interface design in wearable devices.
science -> applied science -> computer science
AI for Predicting Health Index from Gut Microbiome
To explore AI models for analyzing microbial data to enable non-invasive health screening.
science -> natural science -> biology
Facial recognition in check-in and clock-in systems
To explore the application and effectiveness of facial recognition technology in automating and improving check-in and clock-in systems.
science -> applied science -> computer science
West Coast Synthesis
Compare the characteristics and techniques of West Coast synthesis with those of East Coast synthesis in music.
lifestyle and leisure -> music
Blockchain anomaly detection using large models
To evaluate the effectiveness of large models in detecting anomalies in blockchain systems compared to existing models.
science -> applied science -> computer science
Synthetic Biology
To review recent advancements and current applications in synthetic biology research and industry.
science -> natural science -> biology
The latest advances in anti-aging research
To identify methods that help individuals remain active and youthful into their 70s and 80s.
health and fitness -> medical, healthcare
Automating PowerPoint Slide Creation with Python
To guide Python software developers on automating the process of creating PowerPoint presentations using Python libraries.
science -> applied science -> computer science
Information Security - Principles, Practices, and Emerging Trends
To explore foundational principles, practical applications, and latest trends in information security, addressing the challenges in protecting sensitive information in the digital age.
science -> applied science -> computer science
Emissions from Cooking Food
Conduct a comprehensive literature review to understand the fundamental aspects of food cooking emissions for a research project.
lifestyle and leisure -> food
The effects of NMN supplements on human anti-aging
To investigate the efficacy and mechanisms of NMN supplements in slowing down or reversing the aging process in humans.
health and fitness -> medical, healthcare
Integrating Multiple LLMs
To determine if integrating multiple language models enhances the synthesis of ideas.
science -> applied science -> computer science
Taylor Swift
To gather basic and interesting information about Taylor Swift, focusing on her identity, main achievements, and notable aspects of her career.
lifestyle and leisure -> music
AlphaFold
To investigate the working mechanism of AlphaFold, its evolution from AlphaFold to AlphaFold2, and the adoption and adaptation of AlphaFold by the open-source community, including tools like RoseTTAFold.
science -> applied science -> computer science
Audio-Visual Content Dissemination and Audience Feedback on Douyin
To analyze how audio-visual content is shared on Douyin and understand the mechanisms of audience feedback, focusing on the communication pathways and their influence on content creators and viewers.
science -> applied science -> computer science
The impact of digital literacy and IoT on precision agriculture among smallholder farmers in rural China
To evaluate existing research on how digital literacy and IoT technologies improve precision agriculture for smallholder farmers in rural China, for a PhD research proposal using meta-analysis.
science -> applied science -> agriculture
The application of IoT, digitalization, and AI in the oil and natural gas sector
To investigate the latest applications of IoT, digitalization, and AI in the natural gas industry, analyze future development potential, and present findings in an 8,000-word paper.
science -> applied science -> computer science
Simultaneous Localization and Mapping
To understand the principles and techniques of SLAM for developing augmented reality applications.
science -> applied science -> computer science
Image processing techniques for cellular analysis
To identify advanced image processing methods applicable to cellular research for enhanced data analysis in my scientific study.
science -> applied science -> computer science
Internal motivation in student learning
To explore how integrating professional education with innovation and entrepreneurship education impacts student motivation for a publishable research paper.
social science and humanities -> education
PySpark
To learn the basics of PySpark and how to use it for efficient data pipeline management as a data scientist new to the tool.
science -> applied science -> computer science
Komondor, the mop dog
To gather detailed information on the Komondor breed to write an informative article that raises awareness about this unique dog breed.
others -> animal
Accessibility in data visualization
Investigate current advancements, identify gaps, and review research on accessibility in data visualization, including insights from related fields such as cartography and diagram design, to develop a comprehensive research proposal.
science -> applied science -> computer science
Key Technologies in Pipeline Engineering and Gas Storage Facility Construction in Urban Gas Systems
Analyze the key technologies involved in pipeline engineering and gas storage facility construction within urban gas systems, evaluate their advantages and disadvantages, and provide suggestions for future high-quality development.
science -> applied science -> environmental science
Latest advancements in natural language processing (NLP) algorithms and their impact on everyday applications
To simplify complex NLP concepts and analyze their transformative effects on industries like healthcare, finance, and customer support
science -> applied science -> computer science
Efficacy of VR-Based Motion Capture for Ergonomics in Manual Operation
To determine if ergonomics assessments using VR with opencap match the consistency of real-world assessments using the same technology.
science -> applied science -> computer science
Changes to Medicare Part D in 2025
To write a website article that informs Medicare beneficiaries about the upcoming changes to Medicare Part D, highlighting how these changes will impact their healthcare coverage and costs.
health and fitness -> medical, healthcare
Collaborative learning in music education
Investigate examples and case studies of collaborative learning methods used in music education.
lifestyle and leisure -> music
Privacy in Large Language Models
To understand existing research for writing a research proposal on privacy concerns in large language models.
science -> applied science -> computer science
Artificial General Intelligence (AGI)
To understand the mechanisms, developmental pathways, and future implications of AGI.
science -> applied science -> computer science
Drug and alcohol psychological assessment tools
Review assessment tools for application in a non-profit healthcare setting.
health and fitness -> medical, healthcare
Biotechnology for Prospecting Natural Bioactives in Health
To gather comprehensive and evidence-rich literature on the role of biotechnology in identifying natural bioactive compounds for health applications, presented in a formal, fluid article format without subsections.
science -> natural science -> biology
Development of a Shared Trading Currency to Facilitate International Trade
Investigate how a new shared currency could eliminate transaction costs and boost GDP among member countries.
social science and humanities -> business and economics
Single Cell Sequencing
Investigate the application of single cell sequencing in AI-driven drug discovery.
science -> natural science -> biology
Artificial Intelligence and Copyright Dilemma
Analyze the legal implications of AI-generated content and its impact on copyright law for a law school final paper.
science -> applied science -> computer science
Dataset Processing for Large Language Models
To evaluate and demonstrate my understanding of the dataset processing techniques used for large language models in computer science.
science -> applied science -> computer science
Medical Simulation Teaching
To investigate the current trends and advancements in medical and nursing simulation teaching over the past three years, and to identify key topics within recent scientific literature.
health and fitness -> medical, healthcare
End-User Personalization in Human-Computer Interaction
Investigate current methods and technologies in end-user personalization to identify research gaps and opportunities for a new project.
science -> applied science -> computer science
Future of Serverless in Cloud Development
Investigate strategies for migrating existing services to a serverless architecture.
science -> applied science -> computer science
Macroscopic Quantum Coherence
To explore and understand the fundamental principles and recent advancements in macroscopic quantum coherence, so as to share insights and foster discussions with friends interested in physics.
science -> natural science -> physics
What is Webflow and how does it enhance SEO?
To create a comprehensive guide for companies with Webflow websites on monitoring and improving their SEO.
science -> applied science -> computer science
AI Tools for Content Creation in Fashion and Beauty
To identify and present various AI applications in creative content creation to inspire coworkers in a multi-brand fashion and beauty retailer.
science -> applied science -> computer science
Criticisms of Agile Software Development in Practice
To evaluate the practical outcomes and major criticisms of Agile software development after its prolonged use.
science -> applied science -> computer science
Richard Dattner
Compile comprehensive information on Richard Dattner's contributions to urban studies to create a detailed Wikipedia article about him.
culture and society -> urban study
Benchmarking Chroma DB Against Other Vector Databases in LLAMAIndex
To examine the steps, architecture, advantages, challenges, and alternative solutions of using vector databases in LLAMAIndex, with a specific focus on benchmarking Chroma DB against other vector databases.
science -> applied science -> computer science
Building a Personal Knowledge System
To explore methods and best practices for developing an individual knowledge management system using computer science principles.
science -> applied science -> computer science
SEO
To compile a comprehensive guide covering all aspects of SEO, including technical SEO, eCommerce SEO, semantic SEO, on-page SEO, off-page SEO, international SEO, and the debate on whether SEO is dead.
science -> applied science -> computer science
Licensing Implications for Open Source Deep Learning Models on GitHub
Determine if models licensed under AGPLv3, GPLv3, or Apache 2.0 can be trained on private data and sold to clients without incurring licensing fees.
science -> applied science -> computer science
Validation of GPT Chatbot Usage in Educational Settings
To explore and understand the effectiveness and impact of GPT chatbots when used by students and teachers in educational environments.
science -> applied science -> computer science
Environmental Impact on Personal Growth and Perspective
To gather evidence and insights for an article detailing how environmental factors influence individual development and viewpoints.
science -> applied science -> environmental science
2023 Gansu Earthquake
Investigate the aftermath, global reactions, and official rescue efforts related to the event.
culture and society -> news
Wire-free localization techniques for breast surgery
To identify and analyze the latest advancements and effectiveness of wire-free localization methods in breast surgery for academic research and the development of marketing materials.
health and fitness -> medical, healthcare
Customer Segmentation in Business and Economics
To develop a framework for segmenting customers based on psychological and activity-based criteria.
social science and humanities -> business and economics
Itinerary for a 5-day trip on California State Route 1
To find detailed travel plans, attractions, and accommodations along California State Route 1 for a 5-day trip in June.
lifestyle and leisure -> travel
Infosys
Assessing the viability of investing in Infosys based on its technological advancements and market performance.
science -> applied science -> computer science
Understanding and Managing Dental Phobias for Patients
To create an introductory guide for patients that explains dental phobias, outlines common treatments, and provides strategies for managing these fears.
health and fitness -> medical, healthcare
Medical simulation scene quality evaluation tool
To identify existing assessment scales for medical simulation scenes, evaluate their reliability and validity, and determine methods to assess the effectiveness of current medical simulation teaching scenarios.
health and fitness -> medical, healthcare
IPv4 and IPv6 Networking
Analyze and compare the operational differences between IPv4 and IPv6 to aid expert developers in implementing an IPv6 host stack.
science -> applied science -> computer science
Unified Framework for Human Pose Estimation and Motion Prediction in 2D Videos
To design a framework integrating CNN, GCN, and Transformer for accurate human pose estimation and motion prediction in 2D videos, while improving computational efficiency and handling occlusions effectively.
science -> applied science -> computer science
Community Knowledge Management in Cultural Studies
Conducting a comprehensive literature review to explore the role and impact of community knowledge management practices within cultural groups.
culture and society -> cultural study
Service quality in Michelin restaurants
Identify how AI can enhance service quality in Michelin-starred restaurants for journal publication.
social science and humanities -> business and economics
Electricity Generation using Solar Thermal Energy
To investigate the methods and efficiency of solar thermal energy in generating electricity within the field of environmental science.
science -> applied science -> environmental science
The Emergence of Artificial Super Intelligence: Future Prospects and Impacts
To understand the concept of artificial super intelligence (ASI), examine the developmental path towards ASI, analyze its potential impacts, and explore future scenarios involving ASI.
science -> applied science -> computer science
Comparison of Self-Attention, Convolutional Block Attention Module, and Squeeze-and-Excitation Blocks
To analyze and compare the effectiveness and applications of self-attention mechanisms (non-local blocks), convolutional block attention modules, and squeeze-and-excitation (SE) blocks in computer science.
science -> applied science -> computer science
2024 Hualien City Earthquake
Investigate detailed reports and societal impact of the 2024 Hualien City earthquake.
culture and society -> news
Genshin Impact strategies
Identify and analyze effective gameplay strategies to enhance performance in Genshin Impact.
lifestyle and leisure -> gaming
Evolution and Core Technologies of AI
To provide a comprehensive overview of AI's history and fundamental technologies for educational purposes.
science -> applied science -> computer science
Fire Rescue Scene Communication
Identify strategies to improve communication efficiency during fire rescue operations to reduce chaos.
others -> emergency management
Semiconductor Supply Chain Resilience and Disruption
To conduct a literature review and identify case studies on how to enhance the resilience of semiconductor supply chains against disruptions and predict future trends.
science -> applied science -> computer science
Lifelong Learning in Deep Learning and AI
To explore and present recent advancements and methodologies in lifelong learning for deep learning and AI to contribute to a conference article as part of a PhD thesis.
science -> applied science -> computer science
Block universe and the nature of time
To explore the implications of block time for creating a scientifically grounded fictional narrative.
science -> natural science -> physics
Innovative Strategies for Enhancing Human Resources Management in Global Engineering Projects
To obtain the latest data on HR management in the international engineering contracting industry, aiming to use this information for work summary, model feedback, and debugging.
social science and humanities -> business and economics
Language Security and Cross-Cultural Communication
To explore the intersection of language security and cross-cultural communication, and develop a study combining these concepts.
culture and society -> cultural study
Bernese Mountain Dogs
To identify and describe the key qualities that make Bernese Mountain Dogs appealing to share with others.
others -> animal
Traffic Sign Detection Using Machine Vision
To gather comprehensive literature that supports an undergraduate thesis on traffic sign detection, focusing on robust methodologies, detailed case studies, and visual data, while ensuring a minimum of 30 citations and maintaining clear logic.
infrastructure and logistics -> transportation
Application of new drugs or devices in animal disease treatment
To explore and evaluate the effectiveness and safety of new drugs or devices in treating animal diseases.
others -> animal
Overview of Packet Classification Algorithms in Network Devices
To summarize and compare different packet classification algorithms used in computer network devices, focusing on their performance and efficiency.
science -> applied science -> computer science
Adaptive Geomagnetic Indoor Navigation System by Anomaly Detection-Feedback Control for Scalability and Calibration
Conduct a literature search to gather relevant studies and frameworks to develop and submit a paper on adaptive geomagnetic indoor navigation systems for an IEEE communications journal.
science -> natural science -> geology
Quantum Cryptography
Investigate the principles of quantum cryptography and explore its implementation in messenger applications.
science -> applied science -> computer science
Digital Twin in Data Sciences
To explore the applications and implications of digital twin technology in data sciences for a master's thesis.
science -> applied science -> computer science
Based point supervised object detection
Investigate the foundational importance, current advancements, and overall research landscape.
science -> applied science -> computer science
State-Business Relationship in the Digital Economy
To examine how digital innovation, industrial policy in the digital sector, and regulation shape the interaction between the state and businesses.
social science and humanities -> business and economics
Impact of climate change on urban areas like Mumbai
To inform policy decisions and long-term urban planning.
science -> applied science -> environmental science
Digital biomarkers in current clinical trials
Identify and analyze the types of digital biomarkers currently utilized in real-world clinical trials.
health and fitness -> medical, healthcare
Autonomous AI for Research Laboratories
To explore the development of an AI system that interacts with lab members, provides insights, tracks activities, suggests actions, and organizes roles.
science -> applied science -> computer science
History and Features of Major Web Browsers
To investigate the origins, unique features, and developer tools of web browsers like Microsoft Edge, Google Chrome, Mozilla Firefox, Opera, Apple Safari, GNOME Web, Falkon for Linux, Brave, Waterfox, Vivaldi, Arc, and other notable browsers, as well as to identify the companies behind them.
science -> applied science -> computer science
Caving in Fitness
To explore what caving is, how to start, necessary equipment, and safety measures for fitness enthusiasts.
health and fitness -> fitness
Integration of E-Bikes with Electric Ferries
Conduct a detailed review of academic and industry literature on integrating micro electric vehicles (MEVs) with ferry services globally, focusing on the operation of all-electric ferries in Norway, Singapore, and Auckland. The review will cover policies, infrastructure, and user engagement strategies related to MEVs.
infrastructure and logistics -> transportation
Gender differences in media coverage and public reactions
To analyze the economic impact of gender-biased media coverage on public perceptions and reactions.
culture and society -> cultural study

WildSeek Dataset

To study users’ interests in complex information seeking tasks in the wild, we utilized data collected from the open-source STORM web application, which generates comprehensive long-form reports based on users’ specified topics of interest and goals for using the site. Each data point is a pair comprising a topic and the user’s goal. For more details, please refer to Section 2.2 and Appendix A of our paper.

This dataset could be valuable for researchers working on tasks like report generation, knowledge curation, information retrieval, etc. The text data in this dataset is licensed under the Creative Commons Attribution-ShareAlike (CC BY-SA) license.

Please cite our paper if you found the dataset useful for your research.

@misc{jiang2024unknownunknowns,
      title={Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations}, 
      author={Yucheng Jiang and Yijia Shao and Dekun Ma and Sina J. Semnani and Monica S. Lam},
      year={2024},
      eprint={2408.15232},
      archivePrefix={arXiv},
      primaryClass={cs.CL},
      url={https://arxiv.org/abs/2408.15232}, 
}
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