主题图谱 / information retrieval

information retrieval

GeneTech 知识引擎共收录 710 篇相关科研实体，横跨 29 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…
• RepoAI: Automated Code Refactoring through Multi-Agent LLM Orchestration and Retrieval-Augmented Generation
  2026 · AI Agent 生态 · While Large Language Models have demonstrated strong code generation ca-pabilities, existing approaches operate at single-file level without repository-wide context or systematic validation. This paper presents RepoAI, a…
• 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…
• MedRAG-Agent: Medical Query Resolution By Employing A Multi-Agent, Knowledge Graph-Enhanced RAG-Based AI Framework
  2026 · AI Agent 生态 · The usage of LLMs (Large Language Models) in healthcare is limited by their dependence on static, outdated knowledge, and their tendency for incorrect information (also known as "hallucinations"). Although "retrieval-aug…
• AI-Augmented Multi-Agent System for Scalable Release Engineering Support
  2026 · AI Agent 生态 · This paper presents a novel AI-powered conversational system designed to automate developer support queries in enterprise release engineering environments. The system leverages a multi-agent architecture, which includes …
• Developing An AI Agent for Technical Support in the Machine Tools Industry
  2026 · AI Agent 生态 · In the machine tool industry, technical support services operate under strict efficiency constraints, yet technicians often struggle with extensive, highly granular documentation and inconsistent troubleshooting workflow…
• Artificial Intelligence Based Virtual Assistant System
  2026 · AI Agent 生态 · Students, parents, and guardians occasionally seek real and current information about college admissions, programs, tuition fees, examinations and facilities of college. The traditional means of information broadcasting …
• 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…
• AI-Based Voice Agent for Automated Sales Calls
  2025 · AI Agent 生态 · This paper presents an AI-based voice agent designed to enhance customer engagement in automated sales. Operating continuously, the agent leverages the power of Large Language Models (LLMs) to interact with potential cus…
• Information elicitation mechanisms for Bayesian auctions
  2025 · AI Agent 生态 · Abstract In this paper we design information elicitation mechanisms for Bayesian auctions. While in Bayesian mechanism design the distributions of the players’ private types are often assumed to be common knowledge, info…
• Multi-Agent System for Scientific Literature Search and Recommendation
  2025 · AI Agent 生态 · Conventional methods of keyword-based search engines can be incomplete, erroneous, and even lead to information overload. We suggest a multi-agent (AI-based) scientific literature retrieval system with features of semant…
• 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…
• Hot off the Press: Bayesian Inverse Transfer in Evolutionary Multiobjective Optimization
  2025 · AI 安全与对齐 · This Hot Off the Press paper provides a brief summary of our recent work "Bayesian Inverse Transfer in Evolutionary Multiobjective Optimization". In this paper, we propose a novel concept termed inverse transfer for mult…
• InFact: Informativeness Alignment for Improved LLM Factuality
  2025 · AI 安全与对齐 · Factual completeness is a general term that captures how detailed and informative a factually correct text is.For instance, the factual sentence "Barack Obama was born in the United States" is factually correct, though l…
• LexiEase AI : An AI Powered Dyslexic Support System
  2025 · AI 驱动科学发现 · The development of an intelligent, dyslexia-specific support system is the need of the hour to ensure inclusion and personalization. The work presents an artificial intelligence-driven system, which involves state-of-the…
• 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…
• Improving the information obtained from yield maps
  2024 · 智慧农业 · The accurate interpretation of yield maps is a major issue for adequate field management decisionmaking processes. However, the variability in yield may be caused by quite different factors. In this context, georeference…
• APPLYING GERMICIDAL ULTRAVIOLET IN CHICKEN MANURE DISINFECTION FOR PROMOTING AGRICULTURAL SUSTAINABILITY
  2024 · 智慧农业 · Chicken manure is a valuable resource when properly managed, while mismanagement of manure often results in serious challenges and public health worries. The environmentally friendly management of chicken manure is criti…
• Generating Explanations to Understand and Repair Embedding-Based Entity Alignment
  2024 · AI 安全与对齐 · Entity alignment (EA) seeks identical entities in different knowledge graphs, which is a long-standing task in the database research. Recent work leverages deep learning to embed entities in vector space and align them v…
• 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…
• Evaluating automated or artificial intelligence search tools for evidence synthesis.
  2026 · 医疗人工智能 · To advance information retrieval science for producing evidence syntheses at Canada’s Drug Agency, the Research Information Services team developed a replicable process to evaluate automated or artificial intelligence (A…
• 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…
• Replication Package for: The Devil Wears Markdown: Detecting Malicious Intent Hidden in AI Agent Skill Instructions through Hybrid Static, Dynamic, and Agentic Analysi
  2026 · AI Agent 生态 · This repository contains the official replication package for the paper titled "The Devil Wears Markdown: Detecting Malicious Intent Hidden in AI Agent Skill Instructions through Hybrid Static, Dynamic, and Agentic Analy…
• Replication Package for: The Devil Wears Markdown: Detecting Malicious Intent Hidden in AI Agent Skill Instructions through Hybrid Static, Dynamic, and Agentic Analysi
  2026 · AI Agent 生态 · This repository contains the official replication package for the paper titled "The Devil Wears Markdown: Detecting Malicious Intent Hidden in AI Agent Skill Instructions through Hybrid Static, Dynamic, and Agentic Analy…
• From Keywords to Context: An AI Agent for Natural Language Document Lookup in the Enterprise
  2026 · AI Agent 生态 · Traditional keyword search fails to unlock knowledge from unstructured enterprise data. This paper introduces an AI agent that improves document lookup using a hybrid Retrieval-Augmented Generation (RAG) pipeline, which …
• Conversational AI-Powered Multi-Agent System for Mobile Application Accessibility Compliance: A RAG-Enhanced Pipeline Design
  2026 · AI Agent 生态 · Mobile application accessibility compliance remains a significant challenge for developers, requiring extensive manual consultation of complex guidelines such as WCAG 2.1 and Korean Mobile Application Content Accessibili…
• VeryNews: A Multi-Agent System for Automated News Authenticity Verification
  2026 · AI Agent 生态 · Misinformation and disinformation in online news pose significant risks to public trust and societal stability. We present VeryNews, a multi-agent system for automated news authenticity verification. VeryNews decomposes …
• A Dedicated Q&A System for University Libraries Based on Multi-agent Collaboration
  2026 · AI Agent 生态 · Aiming at the core issues existing in the implementation of large language models (LLMs) in the scenarios of university library business Q&A and librarian training, namely "defining the working boundary", "the proble…
• NS-MAS COPD and Asthma Evaluation: reproducibility package for a neurosymbolic multi-agent LLM system benchmarked against specialist physicians
  2026 · AI Agent 生态 · Reproducibility package for the study "Neurosymbolic Multi-Agent Large Language Model System Versus Specialist Physicians in COPD and Asthma Management: A Comparative Performance Evaluation Using Guideline-Based Clinical…
• NS-MAS COPD and Asthma Evaluation: reproducibility package for a neurosymbolic multi-agent LLM system benchmarked against specialist physicians
  2026 · AI Agent 生态 · Reproducibility package for the study "Neurosymbolic Multi-Agent Large Language Model System Versus Specialist Physicians in COPD and Asthma Management: A Comparative Performance Evaluation Using Guideline-Based Clinical…
• EduNaija AI Tutor: A Multi-Agent Retrieval-Augmented Generation System for Nigerian Curriculum Education
  2026 · AI Agent 生态 · Equitable access to quality education remains a critical challenge in Nigeria, where millions of students prepare annually for standardized examinations (WAEC, NECO, JAMB) with limited access to personalized tutoring.Thi…
• AI-Powered Smart Advisory System for Precision Agriculture Using Large Language Models and Retrieval-Augmented Generation
  2026 · 智慧农业 · An AI-powered smart advisory system for Precision Agriculture leveraging Large Language Models and Retrieval-Augmented Generation is presented in this paper. The proposed framework generates personalized, contextual, and…
• AgriLM: Cross Modal Visual Language Reasoning with Multi Vector Retrieval for Multimodal Knowledge Analytics
  2026 · 智慧农业 · This repository presents AgriLM, a unified multimodal framework for cross-modal visual-language reasoning in precision agriculture. The architecture combines CLIP-based vision encoding with a domain-adapted large languag…
• AgriLM: Cross Modal Visual Language Reasoning with Multi Vector Retrieval for Multimodal Knowledge Analytics
  2026 · 智慧农业 · This repository presents AgriLM, a unified multimodal framework for cross-modal visual-language reasoning in precision agriculture. The architecture combines CLIP-based vision encoding with a domain-adapted large languag…
• Ramsey Alignment and the Postwar Tax System
  2026 · AI 安全与对齐 · <p>How far is the tax system from optimal, and how much does it matter? I develop a sufficient statistic that answers both questions: the cosine of the angle between the welfare and revenue gradients of the tax sys…
• Retrieval Capabilies of Legal AI tools
  2026 · AI 安全与对齐 · Abstract Legal technology vendors offer products with different capabilities. One capability often offered is the ability to upload documents as a custom database and query it with an AI chat functionality. This study pr…
• Revid AI Coupon Code 20SAVE – Real Value | 2026
  2026 · AI 安全与对齐 · Revid AI Coupon Code 20SAVE -Real Value | 2026Revid AI is an advanced AI-powered video creation platform designed for creators, marketers, entrepreneurs, and businesses who want to produce high-quality videos faster and …
• Emerging Trends and Advanced Architectures in Generative AI
  2026 · AI 驱动科学发现 · In the evolving landscape of natural language generation, modern pipelines have progressed beyond standalone language models. Today’s advanced text generation systems leverage modular architectures to enhance factuality,…
• Gutenberg Test Part 2: Testing a Creative AI Agent
  2025 · AI Agent 生态 · This paper is the second part of the "Gutenberg Test", which examines the ability of an artist-created AI agent to reproduce creative processes. In the first part of the experiment, the author-artist cr…
• A Preliminary Study of AI Agent Model in Machine Translation
  2025 · AI Agent 生态 · We present IR_Multi-agentMT, our submission to the WMT25 General Shared Task.The system adopts an AI-agent paradigm implemented through a multi-agent workflow, Prompt Chaining, in combination with RUBRIC-MQM, an automati…
• Testimony by LLMs
  2025 · AI 安全与对齐 · Abstract Artificial testimony generated by large language models (LLMs) can be a source of knowledge. However, the requirement that artificial testifiers must satisfy for successful knowledge acquisition is different fro…
• Welcome to AI Matters 10(3)
  2025 · AI 驱动科学发现 · Welcome to the third issue of this year's AI Matters Newsletter. The issue will start with a report by Dr. Louise A. Dennis summarizing recent conference events. We then welcome the article titled "AI-Oracle Machines for…
• Potential energy surfaces: Δ-machine learning from analytical functional forms
  2025 · AI 驱动科学发现 · Delta-machine learning (Δ-ML) is a highly cost-effective approach to developing high-level potential energy surfaces (PES) from a large number of low-level configurations. In particular, the high flexibility of the analy…
• Stellar Flares and Extraterrestrial Intelligence
  2026 · 地外矿物 · 随着深空探测与地外文明搜寻（SETI）进入新阶段，恒星耀发与类地行星宜居性的交叉研究已成为天体物理与天体生物学的前沿课题。恒星耀发是恒星磁活动最为剧烈的爆发性现象，涉及非热粒子加速、磁能释放及多波段辐射，对理解恒星磁发电机制及其演化具有关键价值。然而，$0.1$–$30\ \mathrm{MHz}$ 的极低频射电波段长期缺乏系统监测，严重限制了对耀发中非热粒子加速及磁重联早期过程的研究。与此同时，SETI 射电信号搜寻亦受地面电磁干扰和…
• AI Doc Question and Answering System
  2025 · AI Agent 生态 · The increasing reliance on digital documents, particularly PDFs, necessitates efficient methods for interaction and extraction of information. In this project, we propose leveraging the capabilities of the OpenAI Assista…
• Enhancing Entity Alignment on Probabilistic Knowledge Graphs
  2025 · AI 安全与对齐 · Probabilistic knowledge graphs (PKGs) improve traditional knowledge graphs by characterizing the inherent uncertainty of knowledge. In PKGs, each triple$(e_{1}, r,e_{2})$, representing that entity$e_{1}$has a relationshi…
• AI Assisted Programming (AISoLA 2025 Track Introduction)
  2025 · AI 驱动科学发现 · Abstract This is an introduction to the track ‘AI Assisted Programming’ (AIAP), organized at the third instance of the AISoLA conference during the period November 1–5, 2025. AISoLA as a whole aims to study opportunities…
• An optical apparatus to enable absolute angular alignment for sampling-based MTF test equipment
  2022 · AI 安全与对齐 · MTF tests, one of the most important optical metrology tasks for AR/MR glasses, analyze the DUT’s (Device Under Test) optical resolution to provide quantitative feedback for design verification and manufacturing process …
• 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…
• Induction and quantification of fiber alignment in cellulose nanofibril films
  2021 · AI 安全与对齐 · Abstract Cellulose nanofibrils (CNF) have been explored as an emerging naturally sourced material for use in the preparation of new biomaterials. CNF fibrils have a high aspect ratio with fibril lengths of ~ 1 µm and dia…
• Combat Process Simulation and Attrition Forecasting Based on System Dynamics and Multi-Agent Modeling
  2020 · AI Agent 生态 · Abstract Purpose: To predict and analyze the spatial and temporal distribution of combat attrition. Methods: Construct a combat process simulation and combat attrition forecasting model using system dynamics methods and …
• 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…
• Toward Autonomous Excavation Planning
  2024 · 智慧农业 · Excavation plans are essential in construction projects, dictating the dirt disposal strategy and excavation sequence based on the final geometry and machinery available. While most construction processes rely heavily on…
• A Novel Paradigm for Controlling Navigation and Walk in Biped Robotics
  2024 · 智慧农业 · Classically the walk in biped robotics was obtained controlling balance during the whole step, i.e. guaranteeing that the pressure point under the soles always stayed in the polygon of the supporting feet. However, this …
• 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…
• Patra ModelCards: AI/ML Accountability in the Edge-Cloud Continuum
  2024 · AI 驱动科学发现 · This paper introduces a framework for Model Cards, Patra ModelCards, that embeds model cards in the edge-cloud continuum for semi-automated information capture with the objective of greater trustworthiness and accountabi…
• Masterminding the Giant : Shannonian Entropic Threshold Perplexity AI
  2024 · AI 驱动科学发现 · Undoubtedly, there is a potential impact of large language models like ChatGPT in revolutionizing information retrieval and knowledge discovery, particularly in the context of the vast amount of electronic material avail…

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