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information retrieval

GeneTech 知识引擎共收录 259 篇相关科研实体，横跨 21 个垂直领域。数据来自 OpenAlex、arXiv、Crossref、PubMed、Europe PMC 等公开学术源，全部可溯源到原文。

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代表性文献（按质量分排序，前 60 条）

• Structured Linked Data as a Memory Layer for Agent-Orchestrated Retrieval
  2026 · AI Agent 生态 · Retrieval-Augmented Generation (RAG) systems typically treat documents as flat text, ignoring the structured metadata and linked relationships that knowledge graphs provide. In this paper, we investigate whether structur…
• Affordance-Compiled Intelligence: Observable-Only Cognitive Impedance Matching for No-Meta LLM-Integrated Systems
  2026 · AI Agent 生态 · Affordance-Compiled Intelligence develops Cognitive Impedance Matching Theory (CIMT), an observable-only and no-meta protected compiler theory for LLM-integrated systems. The paper studies how a fixed model-policy can ex…
• A systematic literature review on federated cyber-attack detection for edge intelligence: Challenges, approaches, and future directions
  2026 · 隐私计算与数据要素 · The rapid expansion of Edge Computing (EC) and Internet of Things devices has introduced significant cybersecurity challenges, necessitating advanced and privacy-preserving attack detection strategies. Traditional cyber-…
• LLM-augmented multi-agent cooperative framework for medical case retrieval in cardiology
  2025 · AI Agent 生态 · Abstract Retrieving relevant medical cases or documents is a critical information retrieval (IR) task in clinical decision support, particularly in cardiology, yet traditional search methods struggle with complex semanti…
• Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation
  2025 · AI 安全与对齐 · Retrieval-augmented generation (RAG) has effectively mitigated the hallucination problem of large language models (LLMs). However, the difficulty of aligning the retriever with the LLMs' diverse knowledge preferences ine…
• Proactive Complaint Management in Public Sector Informatics Using AI: A Semantic Pattern Recognition Framework
  2025 · AI 安全与对齐 · The digital transformation of public services has led to a surge in the volume and complexity of informatics-related complaints, often marked by ambiguous language, inconsistent terminology, and fragmented reporting. Con…
• AI-driven video summarization for optimizing content retrieval and management through deep learning techniques
  2025 · AI 安全与对齐 · With the rapid advancement of artificial intelligence, questions are increasingly being raised by stakeholders regarding how such technologies can enhance the environmental, social, and governance outcomes of organizatio…
• A Bibliometric and Visual Analysis of Oliceridine Research (2013–2024)
  2025 · 脑科学 · Purpose: To explore and analyze the current research progress, hotspots, and future trends in oliceridine research using bibliometric methods. Patients and Methods: We searched the Web of Science (WOS) database utilizing…
• SYNTHUA-DT: A Methodological Framework for Synthetic Dataset Generation and Automatic Annotation from Digital Twins in Urban Accessibility Applications
  2025 · 数字孪生 · Urban scene understanding for inclusive smart cities remains challenged by the scarcity of training data capturing people with mobility impairments. We propose SYNTHUA-DT, a novel methodological framework that integrates…
• NavRAG: Generating User Demand Instructions for Embodied Navigation through Retrieval-Augmented LLM
  2025 · 具身智能 · Vision-and-Language Navigation (VLN) is an essential skill for embodied agents, allowing them to navigate in 3D environments following natural language instructions.Highperformance navigation models require a large amoun…
• HtFLlib: A Comprehensive Heterogeneous Federated Learning Library and Benchmark
  2025 · 隐私计算与数据要素 · As AI evolves, collaboration among heterogeneous models helps overcome data scarcity by enabling knowledge transfer across institutions and devices.Traditional Federated Learning (FL) only supports homogeneous models, li…
• AcuSim: A Synthetic Dataset for Cervicocranial Acupuncture Points Localisation
  2025 · 合成生物与生物制造 · The locations of acupuncture points (acupoints) differ among human individuals due to variations in factors such as height, weight and fat proportions. However, acupoint annotation is expert-dependent, labour-intensive, …
• Dynamic Multi-Agent Orchestration and Retrieval for Multi-Source Question-Answer Systems using Large Language Models
  2024 · AI Agent 生态 · We propose a methodology that combines several advanced techniques in Large Language Model (LLM) retrieval to support the development of robust, multi-source questionanswer systems. This methodology is designed to integr…
• Responsible AI Practice in Libraries and Archives
  2024 · AI 驱动科学发现 · Artificial intelligence (AI) has the potential to positively impact library and archives collections and services—enhancing reference, instruction, metadata creation, recommendations, and more. However, AI also has ethic…
• Assessment Study of ChatGPT-3.5’s Performance on the Final Polish Medical Examination: Accuracy in Answering 980 Questions
  2024 · 医疗人工智能 · Background/Objectives: The use of artificial intelligence (AI) in education is dynamically growing, and models such as ChatGPT show potential in enhancing medical education. In Poland, to obtain a medical diploma, candid…
• Global Trends in Oliceridine (TRV130) Research from 2013 to 2024: A Bibliometrics and Knowledge Graph Analysis
  2024 · 脑科学 · Purpose: The adverse effects and drug abuse issues associated with opioid drugs have made finding a safe and effective alternative a focus of research. Oliceridine has attracted attention for its lower adverse reactions,…
• A Retrieval-Augmented Generation Approach for Data-Driven Energy Infrastructure Digital Twins
  2024 · 数字孪生 · Digital-twin platforms are increasingly adopted in energy infrastructure management for smart grids. Novel opportunities arise from emerging artificial intelligence technologies to increase user trust by enhancing predic…
• Data and Statistics for the SLR entitled "Ontologies in Digital Twins: A Systematic Literature Review"
  2023 · 数字孪生 · Data and statistics that are produced as part of a Systematic Literature Review (SLR) entitled "Ontologies in Digital Twins: A Systematic Literature Review". The SLR will be submitted to Future Generation Computer System…
• Data and Statistics for the SLR entitled "Ontologies in Digital Twins: A Systematic Literature Review"
  2023 · 数字孪生 · Data and statistics that are produced as part of a Systematic Literature Review (SLR) entitled "Ontologies in Digital Twins: A Systematic Literature Review". The SLR will be submitted to Future Generation Computer System…
• Agentic Retrieval-Augmented Generation: Advancing AI-Driven Information Retrieval and Processing
  2025 · AI Agent 生态 · This paper explores the emerging field of Agentic Retrieval-Augmented Generation (Agentic RAG), an advanced approach to AI-driven information retrieval and processing. Building upon traditional Retrieval-Augmented Genera…
• Industrial and Manufacturing Generative AI: Bibliographic, Keyword, and Thematic Dataset (2022–2026)
  2026 · 数字孪生 · This second dataset version contains the data used for a PRISMA-guided bibliometric and abstract-level thematic review of applications of Generative Artificial Intelligence (GAI) in manufacturing and industrial contexts.…
• Brain-Machine Interfaces & Information Retrieval Challenges and Opportunities
  2025 · 仿生智能 · The fundamental goal of Information Retrieval (IR) systems lies in their capacity to effectively satisfy human information needs -a challenge that encompasses not just the technical delivery of information, but the nuanc…
• The Singularity Is Nearer: When We Merge with AI
  2025 · 仿生智能 · THE SINGULARITY IS NEARER: When We Merge with AI by Ray Kurzweil. Viking, 2024. 419 pages. Hardcover; $20.21. ISBN: 9780399562761. *In summer 2014, on my advisor's advice, I began to explore transhumanism as a dissertati…
• Learning unitaries with quantum statistical queries
  2025 · 量子材料 · We propose several algorithms for learning unitary operators from quantum statistical queries with respect to their Choi-Jamiolkowski state. Quantum statistical queries capture the capabilities of a learner with limited …
• Rationale-Guided Retrieval Augmented Generation for Medical Question Answering
  2025 · 医疗人工智能 · Jiwoong Sohn, Yein Park, Chanwoong Yoon, Sihyeon Park, Hyeon Hwang, Mujeen Sung, Hyunjae Kim, Jaewoo Kang. Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Li…
• Report on the 3rd Workshop on NeuroPhysiological Approaches for Interactive Information Retrieval (NeuroPhysIIR 2025) at SIGIR CHIIR 2025
  2025 · 脑科学 · The International Workshop on NeuroPhysiological Approaches for Interactive Information Retrieval (NeuroPhysIIR'25), co-located with ACM SIGIR CHIIR 2025 in Naarm/Melbourne, Australia, included 19 participants who discus…
• Learning to Synthesize Compatible Fashion Items Using Semantic Alignment and Collocation Classification: An Outfit Generation Framework
  2022 · AI 安全与对齐 · The field of fashion compatibility learning has attracted great attention from both the academic and industrial communities in recent years. Many studies have been carried out for fashion compatibility prediction, colloc…
• An evaluation of information online on artificial intelligence in medical imaging
  2022 · 医疗人工智能 · BACKGROUND: Opinions seem somewhat divided when considering the effect of artificial intelligence (AI) on medical imaging. The aim of this study was to characterise viewpoints presented online relating to the impact of A…
• NCBI Taxonomy: a comprehensive update on curation, resources and tools
  2020 · 地外矿物 · The National Center for Biotechnology Information (NCBI) Taxonomy includes organism names and classifications for every sequence in the nucleotide and protein sequence databases of the International Nucleotide Sequence D…
• On the role of knowledge graphs in AI-based scientific discovery
  2024 · AI 安全与对齐 · Research and the scientific activity are widely seen as an area where the current trends in AI, namely the development of deep learning models (including large language models), are having an increasing impact. Indeed, t…
• GenoSurf: metadata driven semantic search system for integrated genomic datasets
  2019 · 仿生智能 · Many valuable resources developed by world-wide research institutions and consortia describe genomic datasets that are both open and available for secondary research, but their metadata search interfaces are heterogeneou…
• Error correcting optical mapping data
  2018 · AI 安全与对齐 · Optical mapping is a unique system that is capable of producing high-resolution, high-throughput genomic map data that gives information about the structure of a genome . Recently it has been used for scaffolding contigs…
• A dataset of clinically generated visual questions and answers about radiology images
  2018 · 医疗人工智能 · Radiology images are an essential part of clinical decision making and population screening, e.g., for cancer. Automated systems could help clinicians cope with large amounts of images by answering questions about the im…
• ClassyFire: automated chemical classification with a comprehensive, computable taxonomy
  2016 · 生物计算 · BACKGROUND: Scientists have long been driven by the desire to describe, organize, classify, and compare objects using taxonomies and/or ontologies. In contrast to biology, geology, and many other scientific disciplines, …
• Linking Health Records for Federated Query Processing
  2016 · 隐私计算与数据要素 · Abstract A federated query portal in an electronic health record infrastructure enables large epidemiology studies by combining data from geographically dispersed medical institutions. However, an individual’s health rec…
• BindingDB in 2015: A public database for medicinal chemistry, computational chemistry and systems pharmacology
  2015 · 生物计算 · BindingDB, www.bindingdb.org, is a publicly accessible database of experimental protein-small molecule interaction data. Its collection of over a million data entries derives primarily from scientific articles and, incre…
• PathCards: multi-source consolidation of human biological pathways
  2015 · 生物计算 · The study of biological pathways is key to a large number of systems analyses. However, many relevant tools consider a limited number of pathway sources, missing out on many genes and gene-to-gene connections. Simply poo…
• The ChEBI reference database and ontology for biologically relevant chemistry: enhancements for 2013
  2012 · 生物计算 · ChEBI (http://www.ebi.ac.uk/chebi) is a database and ontology of chemical entities of biological interest. Over the past few years, ChEBI has continued to grow steadily in content, and has added several new features. In …
• Carriers dependence of the magnetic properties in magnetic topological insulator Sb1.95−xBixCr0.05Te3
  2012 · 量子材料 · Views Icon Views Article contents Figures & tables Video Audio Supplementary Data Peer Review Share Icon Share Twitter Facebook Reddit LinkedIn Tools Icon Tools Reprints and Permissions Cite Icon Cite Search Site Citatio…
• Mineralogy of Asteroids
  2011 · 地外矿物 · The past decade has seen a significant expansion both in the interpretive methodologies used to extract mineralogical information from asteroid spectra and other remote-sensing data and in the number of asteroids for whi…
• Disease Ontology: a backbone for disease semantic integration
  2011 · 脑科学 · The Disease Ontology (DO) database (http://disease-ontology.org) represents a comprehensive knowledge base of 8043 inherited, developmental and acquired human diseases (DO version 3, revision 2510). The DO web browser ha…
• Word sense disambiguation by selecting the best semantic type based on Journal Descriptor Indexing: Preliminary experiment
  2005 · 医疗人工智能 · Abstract An experiment was performed at the National Library of Medicine® (NLM®) in word sense disambiguation (WSD) using the Journal Descriptor Indexing (JDI) methodology. The motivation is the need to solve the ambigui…
• Computing Fuzzy Associations for the Analysis of Biological Literature
  2002 · 生物计算 · The increase of information in biology makes it difficult for researchers in any field to keep current with the literature. The MEDLINE database of scientific abstracts can be quickly scanned using electronic mechanisms.…
• The Collaboration Gap in Human-AI Work
  2026 · AI 安全与对齐 · LLMs are increasingly presented as collaborators in programming, design, writing, and analysis. Yet the practical experience of working with them often falls short of this promise. In many settings, users must diagnose m…
• MustADB
  2026 · 地外科学 · Public release of the MustADB astrobiology literature retrieval and extraction system, plus curated manuscript-traceability artifacts.…
• Agent-UniRAG: A Trainable Open-Source LLM Agent Framework for Unified Retrieval-Augmented Generation Systems
  2025 · AI Agent 生态 · This paper presents a novel approach for unified retrieval-augmented generation (RAG) systems using the recent emerging large language model (LLM) agent concept. Specifically, Agent LLM, which utilizes LLM as fundamental…
• The CASTLE 2024 Dataset: Advancing the Art of Multimodal Understanding
  2025 · AI 安全与对齐 · Egocentric video has seen increased interest in recent years, as it is used in a range of areas. However, most existing datasets are limited to a single perspective. In this paper, we present the CASTLE 2024 dataset, a m…
• From Generation to Attribution: Music AI Agent Architectures for the Post-Streaming Era
  2025 · AI 安全与对齐 · Generative AI is reshaping music creation, but its rapid growth exposes structural gaps in attribution, rights management, and economic models. Unlike past media shifts, from live performance to recordings, downloads, an…
• NExT-Search: Rebuilding User Feedback Ecosystem for Generative AI Search
  2025 · AI 安全与对齐 · Generative AI search is reshaping information retrieval by offering end-to-end answers to complex queries, reducing users' reliance on manually browsing and summarizing multiple web pages. However, while this paradigm en…
• The Quest for Reliable Metrics of Responsible AI
  2025 · AI 驱动科学发现 · The development of Artificial Intelligence (AI), including AI in Science (AIS), should be done following the principles of responsible AI. Progress in responsible AI is often quantified through evaluation metrics, yet th…
• Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMs
  2025 · 地外矿物 · This paper presents the Annif system in SemEval-2025 Task 5 (LLMs4Subjects), which focussed on subject indexing using large language models (LLMs). The task required creating subject predictions for bibliographic records…
• Annif at the GermEval-2025 LLMs4Subjects Task: Traditional XMTC Augmented by Efficient LLMs
  2025 · 地外矿物 · This paper presents the Annif system in the LLMs4Subjects shared task (Subtask 2) at GermEval-2025. The task required creating subject predictions for bibliographic records using large language models, with a special foc…
• MultiMind at SemEval-2025 Task 7: Crosslingual Fact-Checked Claim Retrieval via Multi-Source Alignment
  2025 · 地外矿物 · This paper presents our system for SemEval-2025 Task 7: Multilingual and Crosslingual Fact-Checked Claim Retrieval. In an era where misinformation spreads rapidly, effective fact-checking is increasingly critical. We int…
• Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMs
  2025 · 量子计算 · This paper presents the Annif system in SemEval-2025 Task 5 (LLMs4Subjects), which focussed on subject indexing using large language models (LLMs). The task required creating subject predictions for bibliographic records…
• Annif at the GermEval-2025 LLMs4Subjects Task: Traditional XMTC Augmented by Efficient LLMs
  2025 · 量子计算 · This paper presents the Annif system in the LLMs4Subjects shared task (Subtask 2) at GermEval-2025. The task required creating subject predictions for bibliographic records using large language models, with a special foc…
• Mass Spectrometry in Proteomics
  2001 · 生命科学 · ADVERTISEMENT RETURN TO ISSUEPREVArticleNEXTMass Spectrometry in ProteomicsRuedi Aebersold and David R. GoodlettView Author Information The Institute for Systems Biology, 4225 Roosevelt Way NE, Seattle, Washington 98105 …
• ARL2: Aligning Retrievers for Black-box Large Language Models via Self-guided Adaptive Relevance Labeling
  2024 · AI 安全与对齐 · Retrieval-augmented generation enhances large language models (LLMs) by incorporating relevant information from external knowledge sources. This enables LLMs to adapt to specific domains and mitigate hallucinations in kn…
• CALRec: Contrastive Alignment of Generative LLMs for Sequential Recommendation
  2024 · AI 安全与对齐 · Traditional recommender systems such as matrix factorization methods have primarily focused on learning a shared dense embedding space to represent both items and user preferences. Subsequently, sequence models such as R…
• Capability-aware Prompt Reformulation Learning for Text-to-Image Generation
  2024 · AI 安全与对齐 · Text-to-image generation systems have emerged as revolutionary tools in the realm of artistic creation, offering unprecedented ease in transforming textual prompts into visual art. However, the efficacy of these systems …
• KU-DMIS at EHRSQL 2024:Generating SQL query via question templatization in EHR
  2024 · 地外矿物 · Transforming natural language questions into SQL queries is crucial for precise data retrieval from electronic health record (EHR) databases. A significant challenge in this process is detecting and rejecting unanswerabl…

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