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computational linguistics

GeneTech 知识引擎共收录 2542 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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• MedClarify: An information-seeking AI agent for medical diagnosis with case-specific follow-up questions
  2026 · AI Agent 生态 · Abstract Large language models (LLMs) are increasingly used for diagnostic tasks in medicine. In clinical practice, the correct diagnosis can rarely be immediately inferred from the initial patient presentation alone. Ra…
• GPCR-Nexus: Multi-Agent Orchestration for Knowledge Retrieval
  2026 · AI Agent 生态 · Abstract We present GPCR-Nexus, an AI-driven platform for integrated exploration of G protein–coupled receptor (GPCR) biology that unifies structured databases with unstructured scientific literature. The system combines…
• GeneGenie: enhancing biomedical question-answering with agentic graphs.
  2026 · AI Agent 生态 · Large language models (LLMs) have revolutionized biomedical research, yet they remain prone to hallucinations and struggle with the precise, multi-hop reasoning required for biomedical analysis. To bridge this gap betwee…
• Cross-Agent Memory Architecture with Contextual Coherence and Factually Grounded Multi-Agent System
  2026 · AI Agent 生态 · Abstract The growth of Large Language Models (LLMs) as universal reasoning tool has led to the creation of intelligentagent systems. However, ensuring smooth communication between multiple agents, maintaining contextual …
• Competing with AI Scientists: Agent-Driven Approach to Astrophysics Research
  2026 · AI Agent 生态 · Abstract We present an agent-driven approach to the construction of parameter inference pipelines for scientific data analysis. Our method leverages a multi-agent system, Cmbagent 1 (the analysis system of the AI scienti…
• Democratizing Scientific Publishing: A Local, Multi-Agent LLM Framework for Objective Manuscript Editing
  2026 · AI Agent 生态 · Abstract Manuscript preparation is a critical bottleneck in scientific publishing, yet existing AI writing tools require cloud transmission of sensitive content, creating data-confidentiality barriers for clinical resear…
• HAMAgent: human assisted multiagent system for emotion recognition and digital health-a survey and preliminary study.
  2026 · AI Agent 生态 · This study surveys existing multi-large language model (LLM) agent applications, comparing systems that incorporate active human participation with those that operate fully autonomously within digital health contexts. Bu…
• Virtual Speech Therapist: A Clinician-in-the-Loop AI Speech Therapy Agent for Personalized and Supervised Therapy
  2026 · AI Agent 生态 · Abstract This paper develops Virtual Speech Therapist (VST) , an intelligent agent-based platform that streamlines stuttering assessment and delivers customized therapy planning through automated and adaptive AI-driven w…
• A Controlled Comparison of Human and AI-Assisted Automated Revision of Delphi Statements on RNA-Based Medicines: Parallel, 2-Arm Study.
  2026 · AI Agent 生态 · The Delphi method is widely used to derive expert consensus on complex clinical problems, yet it is slow and resource intensive. Recent advances in large language models and retrieval‑augmented generation (RAG) of…
• Virtual Speech Therapist: A Clinician-in-the-Loop AI Speech Therapy Agent for Personalized and Supervised Therapy
  2026 · AI Agent 生态 · Abstract This paper develops Virtual Speech Therapist (VST) , an intelligent agent-based platform that streamlines stuttering assessment and delivers customized therapy planning through automated and adaptive AI-driven w…
• Multi-Agent Debate System Based on Large Language Models: Structured Deliberation and Validation in Satellite Communications
  2026 · AI Agent 生态 · Abstract Structured multi-agent debates among Large Language Models (LLMs) have emerged as a powerful paradigm for enhancing reasoning reliability and argumentative coherence. Motivated by the European Space Agency's (ES…
• A multi-agent large language model framework for intelligent vendor evaluation and risk-aware procurement decisions.
  2026 · AI Agent 生态 · The process of vendor selection is a multi-dimensional and intricate task that requires analyzing the financial health, amount of risk, industry standards, and the mood in the marketplace. The use of traditional methods …
• Frontier Topics Mining Method via AI-Agent
  2025 · AI Agent 生态 · How to quickly identify high-quality frontier topics from massive scientific research data to assist researchers in accurately carrying out scientific research work is of great importance. Traditional analysis methods ha…
• gffutilsAI: an AI-agent for interactive genomic feature exploration in GFF files
  2025 · AI Agent 生态 · A bstract The General Feature Format (GFF) is widely used to represent genomic annotations, but its hierarchical, multi-attribute structure makes manual querying and analysis challenging. Existing libraries such as gffut…
• LongevityLLM: A Function-Driven AI Agent for End-to-End Protein and Aging Research
  2025 · AI Agent 生态 · Recent advances in large language models (LLMs) have unlocked new possibilities for scientific discovery, yet most remain limited to text summarization or hallucination-prone dialogue. Here, we present LongevityLLM—a fun…
• A multi-agent system based on HNC for domain-specific machine translation.
  2025 · AI Agent 生态 · Due to the lack of domain classification theory for domain-specific machine translation, the quality of translation in this area is low. We propose a domain classification system based on HNC and design a new method that…
• PentestMCP: LLM and MCP Based Multi-Agent Framework for Automated Penetration Testing
  2025 · AI Agent 生态 · Abstract As information systems grow increasingly complex and cyberattack techniques continue to evolve, traditional penetration testing heavily dependent on manual expertise and operations---faces serious challenges in …
• StableOx-Cat agent: an AI agent for exploring stable metal oxide electrocatalysts
  2026 · AI Agent 生态 · We introduce StableOx-Cat, an artificial intelligence (AI)-agent framework that enables systematic and reliable exploration of stable metal oxide (MO) electrocatalysts via a unified natural-language interface. StableOx-C…
• Agentic Agent, Better Agent: Evidence from Agentic AI in Telemarketing
  2026 · AI Agent 生态 · Large language models are increasingly being deployed as agentic AI systems that autonomously manage customer interactions, yet their effectiveness in persuasion-intensive telemarketing settings remains largely unknown. …
• 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…
• Climate Service Recipes: automatic multi-hazard climate information workflow generation using agentic Large Language Models (LLMs) and knowledge graphs
  2026 · AI Agent 生态 · Climate Service Recipes (HACID-CSR) is an agentic system designed to assist providers of climate services in developing their advice for a wide range of clients. HACID-CSR guides providers by navigating the large and eve…
• Agentic AI Workflow for End-to-End Prompt-Based Contextual Virtual Staging
  2026 · AI Agent 生态 · Virtual staging has revolutionized the real estate industry by automating the redesign of interior images based on user instructions. This paper introduces an innovative Agentic AI Workflow for end-to-end, prompt-based c…
• Construction of Fault Diagnosis Expert System for Space Station Payloads Using Agentic Workflow
  2026 · AI Agent 生态 · To reduce the labor and errors involved in converting natural-language fault-planning cards for space station payloads into structured fault-rule configuration files, this paper proposes a method for constructing a fault…
• LLM-as-Scheduler: Agentic Workflow Dynamic Scheduling
  2026 · AI Agent 生态 · As large language models (LLMs) become more capable, many applications are shifting from a single LLM call to multi-agent systems.Manually designed or automatically optimized workflows often include multiple verification…
• Do We Always Need Query-Level Workflows? Rethinking Agentic Workflow Generation for Multi-Agent Systems
  2026 · AI Agent 生态 · Multi-Agent Systems (MAS) built on large language models typically solve complex tasks by coordinating multiple agents through workflows.Existing approaches generates workflows either at task level or query level, but th…
• CyVerACT: An Agentic Cypher Translation Workflow over Knowledge Graphs
  2026 · AI Agent 生态 · Question Answering (QA) over Knowledge Graphs (KGs) has greatly benefited from the rapid growth of Large Language Models (LLMs), which enable the translation of natural language questions into Cypher queries. Most existi…
• SuperSAGA: A Supervisor-Subordinate Agentic workflow for the Generation of Assertions
  2026 · AI Agent 生态 · We present SuperSAGA, an agentic semi-automated formal verification framework that assists in generating, debugging, and refining SystemVerilog Assertions (SVA) from natural language specifications. Rather than relying o…
• Before You Build a Multi-Agent System: An Escalation Framework for LLM Adaptation
  2026 · AI Agent 生态 · Multi-agent systems (MAS) have become a popular framework for deploying large language models (LLMs), yet their operational complexity—increased latency, compounding errors, and difficult-to-optimize orchestration—is oft…
• FraudDebate-Agent: A Multi-Agent LLM Framework with an Evidence-Based Debate Mechanism for Financial Statement Fraud Detection
  2026 · AI Agent 生态 · Financial statement fraud inflicts large and recurring losses on capital markets, yet the dominant detection paradigm still relies on single, black-box classifiers (e.g., RUSBoost) trained on structured accounting ratios…
• VTR-LLM: Multi-Agent LLM Framework for Automated Debugging of FPGA CAD Flows
  2026 · AI Agent 生态 · Modern FPGA computer-aided design (CAD) flows have grown increasingly complex, integrating numerous stages, configuration parameters, timing constraints, and physical implementation specifications. As designs scale, fail…
• A Multi-Agent LLM-Driven Intelligent EV Charging Framework with Rag based Personalization and CGAN-Generated Behavioral Modeling
  2026 · AI Agent 生态 · The rapid growth of electric vehicles (EVs) has a demand on charging station management it's necessary of handling user diversity, dynamic grid constraints and real time pricing variations. This paper proposes a multi-ag…
• MACV: A Specialized Multi-Agent and Consensus Framework for Reliable LLM Outputs
  2026 · AI Agent 生态 · Large language models (LLMs) write smoothly but still sometimes make believable yet incorrect or unsupported claims so called hallucinations. To address this, we propose MACV (Multi-Agent Cross-Verification), a modular s…
• ResStock-LLM: A Multi-Agent Framework for Climate-Adaptive Residential Retrofit Decisions
  2026 · AI Agent 生态 · Residential building retrofits are essential for improving energy efficiency and reducing greenhouse gas emissions, yet identifying effective retrofit actions for building stocks remains challenging. Current methods ofte…
• Spice Wizard: A Unified AI Agent for Netlist Generation
  2026 · AI Agent 生态 · This paper introduces the Netlist Agent, an automated framework for generating and verifying LTspice netlists for Analog Devices (ADI) integrated circuits. Addressing the syntax and connectivity hallucinations common in …
• 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 Agent based SaaS Platform (AIBSP)
  2026 · AI Agent 生态 · This work presents a web-based AI-powered platform named AI SAP Tools, designed to deliver intelligent SaaS-based utilities such as research paper summarization, subtitle generation, PDF-based question answering, and dat…
• Agentic Orchestration for Real-Time Multimodal Fact-Checking: Bridging the Semantic Gap with LangGraph and Specialized Search Tools
  2026 · AI Agent 生态 · The global information ecosystem is currently facing a systemic crisis characterized by the viral proliferation of disinformation, which outpaces the capabilities of traditional automated detection systems. While early c…
• Agentic Orchestration for Real-Time Multimodal Fact-Checking: Bridging the Semantic Gap with LangGraph and Specialized Search Tools
  2026 · AI Agent 生态 · The global information ecosystem is currently facing a systemic crisis characterized by the viral proliferation of disinformation, which outpaces the capabilities of traditional automated detection systems. While early c…
• Multi-Agent Transfer Learning Based on Contrastive Role Relationship Representation
  2026 · AI Agent 生态 · This paper presents the Multi-agent Transfer Learning Based on Contrastive Role Relationship Representation (MCRR), focusing on the unique function of role mechanisms in cross-task knowledge transfer. The framework emplo…
• Learning Engagement Assistant (LEA): A Multi-Agent AI Framework for Adaptive and Personalized Learning with Simulated Student Agents
  2026 · AI Agent 生态 · Recent advances in Artificial Intelligence and Large Language Models (LLMs) are enabling adaptive agent systems for personalized learning. However, adoption in higher education remains constrained by variability in cours…
• Design and Evaluation of an AI-Based Conversational Agent for Travel Agencies: Enhancing Training, Assistance, and Operational Efficiency
  2026 · AI Agent 生态 · The tourism industry faces increasing pressure for agile, personalized services, yet travel agencies struggle with fragmented knowledge scattered across isolated systems and legacy formats. While Large Language Models (L…
• 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 …
• AI Agent Debug: Transforming Silicon Hardware debug with Machine Learning and GenAI
  2026 · AI Agent 生态 · Managing hardware and software failures in large-scale systems is a critical challenge that demands efficient and accurate automated solutions. This paper presents a comprehensive automated failure management workflow le…
• AI Based Multi-Agent System for Automated Support Ticket Generation
  2026 · AI Agent 生态 · This paper proposes a system built on AI technology that uses multiple agents to completely take over the process of creating structured support tickets from user issues coming in via email, WhatsApp, or voice messages. …
• AI Agent for Scientific Paper Analysis
  2026 · AI Agent 生态 · It is now harder for researchers to properly assess and extract useful information from research papers because of the explosive growth in scientific literature. This paper discusses an Artificial Intelligence based pipe…
• From Review to Refine: A Multi-Agent System for Structured Academic Paper Refinement
  2026 · AI Agent 生态 · With the rapid development of artificial intelligence, large language models (LLMs) have become important tools for assisting academic writing. Compared with openended text generation, refinement tasks in academic writin…
• Generating Synthetic Behavioral Health Data: A Multi-Agent LLM System
  2026 · AI Agent 生态 · Mobile health (mHealth) tools offer a scalable solution for delivering behavior change interventions. In recent years, personalization has been increasingly adopted in mHealth interventions. However, developing personali…
• Automating Content Analysis With Multiple LLM Agents: Impacts of Agent Attributes and Human–AI Collaboration
  2026 · AI Agent 生态 · Emerging research in computational social science has applied LLMs to automate content analysis, often by prompting a single model to act as a human coder. While a single LLM may suffice for a few manifest variables, it …
• Heili: A Local-First Algerian Native Dialect (Darija) Desktop AI Voice Companion and Agent
  2026 · AI Agent 生态 · Heili is a multimodal desktop AI assistant de-signed to operate natively in Algerian native dialect (Darija), a low-resource Arabic dialect with minimal prior NLP coverage. The system runs entirely on a commodity GPU (NV…
• AI-DRIVEN ACADEMIC SCREENING: PENGEMBANGAN SISTEM REVIEWER OTOMATIS BERBASIS AI AGENT
  2026 · AI Agent 生态 · An artificial intelligence (AI)-based research proposal submission system is an innovative solution to improve efficiency and transparency in the academic selection process. This study develops a web-based system using t…
• 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…
• AgentDrug: Utilizing Large Language Models in an Agentic Workflow for Zero-Shot Molecular Optimization
  2025 · AI Agent 生态 · Molecular optimization-modifying a given molecule to improve desired properties-is a fundamental task in drug discovery.While LLMs hold the potential to solve this task using natural language to drive the optimization, s…
• AgentPbD: Interactive Agentic Workflow Generation from User Demonstration on Web Browsers
  2025 · AI Agent 生态 · Programming by Demonstration (PbD) enables users to automate tasks through examples, but traditional systems generate low-level scripts that are hard to generalize or reuse. Recent advances in Large Language Models (LLMs…
• XPF: Agentic AI System for Business Workflow Automation
  2025 · AI Agent 生态 · In this paper, we propose a novel agentic AI system called XPF, which enables users to create "agents" using just natural language, where each agent is capable of executing complex, real-world business workflows in an ac…
• CCoRe: Cooperative-Competitive Reasoning LLM-based Multi-Agent Framework
  2025 · AI Agent 生态 · Abstract Large Language Model-based Multi-Agent systems (LLM-MAS) emerged as a promising approach for solving complex tasks and queries that go beyond Single-Agent systems’ abilities. Cooperative-Competitive Reasoning LL…
• A Self-Correcting Multi-Agent LLM Framework for Language-Based Physics Simulation and Explanation
  2025 · AI Agent 生态 · Abstract Physics-based simulations are essential in science and engineering, yet creating them typically requires expert knowledge of numerical solvers and governing equations. Large language models (LLMs) offer new poss…
• Multi-Agent RAG Framework for Entity Resolution: Advancing Beyond Single-LLM Approaches with Specialized Agent Coordination
  2025 · AI Agent 生态 · Entity resolution in real-world datasets remains a persistent challenge, particularly in identifying households and detecting co-residence patterns within inconsistent and incomplete data. Recent advances using Large Lan…
• Multi-Agent LLM Framework for Stock Recommendation via Financial Feature Summarization
  2025 · AI Agent 生态 · Escalating data complexity and volume in financial markets make stock investment choices very difficult for investors at every experience level. Multiple associated factors, such as economic signals, global events, corpo…
• Multi-Agent RAG Framework for Entity Resolution: Advancing Beyond Single-LLM Approaches with Specialized Agent Coordination
  2025 · AI Agent 生态 · Entity resolution in real-world datasets remains a persistent challenge, particularly for identifying households and detecting co-residence patterns within noisy and incomplete data. While Large Language Models (LLMs) sh…
• AI-vPON: A Trustworthy Sim-to-Real AI Agent for Reliable End-to-End PON Operations
  2025 · AI Agent 生态 · We present AI-vPON, an LLM-based framework that enables natural language-driven automation of Passive Optical Network (PON) operations. The system comprises three core components—AI Agent, modelled PON (mPON), and Actual…

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