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Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey

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Outgoing claims: the papers this work cites, builds on, or argues with.

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BECS-KM: a multilayered domain knowledge model for bridge construction safety with experimental validation

inferred← citeshttps://doi.org/10.1108/el-11-2025-0438openalex-snapshot

Developing a multimodal library intelligent Q&A chatbot using retrieval-augmented generation (RAG) technology

inferred← citeshttps://doi.org/10.1108/jaar-05-2024-0175openalex-snapshot

Artificial intelligence and robotic process automation in auditing and accounting: a systematic literature review

inferred← citeshttps://doi.org/10.1108/jal-12-2024-0357openalex-snapshot

The impact of large language models on accounting and future application scenarios

inferred← citeshttps://doi.org/10.1108/jd-04-2026-0185openalex-snapshot

Structuring ethics for large language models in knowledge organization – philosophical foundations, norms and practical imperatives

inferred← citeshttps://doi.org/10.1109/access.2024.3349969openalex-snapshot

Intelligent Practices of Large Language Models in Digital Government Services

inferred← citeshttps://doi.org/10.1109/access.2025.3587787openalex-snapshot

AI Veterinary Assistance: Enhancing Clinical Decision-Making in Animal Healthcare

inferred← citeshttps://doi.org/10.1109/access.2025.3605022openalex-snapshot

Adapting LLMs for Satellite Communications: Methodology, Challenges, and Impact

inferred← citeshttps://doi.org/10.1109/acp66871.2025.11349852openalex-snapshot

Reinforcement Learning-based Fine-Tuning Large Language Model for High-Performance Alarm Analysis in Optical Networks

inferred← citeshttps://doi.org/10.1109/amcai66110.2025.11474399openalex-snapshot

Building Trust in Smart Cities: A Secure, On-Premise AI Chatbot for Urban Planning Applications

inferred← citeshttps://doi.org/10.1109/asew67777.2025.00053openalex-snapshot

AI for Requirements Engineering: Industry Adoption and Practitioner Perspectives

inferred← citeshttps://doi.org/10.1109/bdai70753.2026.11655184openalex-snapshot

An LLM-Based Decision-Support System for Mitigating Document-Induced Human Error Risks in Flight Test Occupational Safety

inferred← citeshttps://doi.org/10.1109/bigdata62323.2024.10825618openalex-snapshot

Embracing Foundation Models for Advancing Scientific Discovery

inferred← citeshttps://doi.org/10.1109/clusterworkshops61563.2024.00029openalex-snapshot

LASSI: An LLM-Based Automated Self-Correcting Pipeline for Translating Parallel Scientific Codes

inferred← citeshttps://doi.org/10.1109/edr.2025.3634093openalex-snapshot

A Review of Single Transistor-Based Neuron for Highly Scalable Neuromorphic Hardware

inferred← citeshttps://doi.org/10.1109/fie63693.2025.11328211openalex-snapshot

WIP: Tutoring System Using a Large Language Model

inferred← citeshttps://doi.org/10.1109/hpsr68369.2026.11615170openalex-snapshot

BRAT: An Intent-to-Kubernetes Translation via LLM Fine-Tuning

inferred← citeshttps://doi.org/10.1109/ic3ina68387.2025.11325696openalex-snapshot

Prompt-Based Assessment of Generative Artificial Intelligence Tools for Scholarly Use

inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11460403openalex-snapshot

Domain Partitioning Meets Parameter-Efficient Fine-Tuning: A Novel Method for Improved Language-Queried Audio Source Separation

inferred← citeshttps://doi.org/10.1109/icassp55912.2026.11462811openalex-snapshot

CE-GOCD: Central Entity-Guided Graph Optimization for Community Detection to Augment LLM Scientific Question Answering

inferred← citeshttps://doi.org/10.1109/iceic69189.2026.11386150openalex-snapshot

A Novel Framework for Efficient Transformation to Domain-Oriented LLM Agents

inferred← citeshttps://doi.org/10.1109/ichms65439.2025.11154299openalex-snapshot

Training, Research, and Consulting for Successful Intelligent Metaverse Initiatives – An HMS Perspective

inferred← citeshttps://doi.org/10.1109/iciss71466.2026.11715129openalex-snapshot

Automating Value-Added Analysis in Business Processes Using a QLoRA Fine-Tuned Small Language Model

inferred← citeshttps://doi.org/10.1109/icsccc69031.2026.11600281openalex-snapshot

Runtime and Memory Performance of Human-Written and LLM-Generated Code: An Empirical Study

inferred← citeshttps://doi.org/10.1109/icws67624.2025.00044openalex-snapshot

LLM4Load: An LLM Prompt-Driven Framework for Multi-Scale Workload Prediction

inferred← citeshttps://doi.org/10.1109/incsst64791.2025.11210393openalex-snapshot

UrbanPlan-GPT: A Specialized AI Model for Human Settlement Design

inferred← citeshttps://doi.org/10.1109/isdfs60797.2024.10527236openalex-snapshot

A Review of Advancements and Applications of Pre-Trained Language Models in Cybersecurity

inferred← citeshttps://doi.org/10.1109/issatk69667.2026.11566857openalex-snapshot

Domain-Specific NLP in High-Stakes Sectors

inferred← citeshttps://doi.org/10.1109/jiot.2026.3706095openalex-snapshot

ISGKG: LLM-Driven Dual-Framework Threat Mapping for Space--Ground Cyber Reports

inferred← citeshttps://doi.org/10.1109/mosicom67153.2025.11398249openalex-snapshot

Prompt Engineering Strategies for Enhancing Domain Adaptation in Generative AI Systems

inferred← citeshttps://doi.org/10.1109/raiie70320.2026.11566985openalex-snapshot

Frequency-Enhanced Multi-Source Unsupervised Structure Alignment Network

inferred← citeshttps://doi.org/10.1109/smc58881.2025.11343466openalex-snapshot

Towards Robust Retrieval-Augmented Generation Based on Knowledge Graph: A Comparative Analysis

inferred← citeshttps://doi.org/10.1109/sp54263.2024.00211openalex-snapshot

LLMIF: Augmented Large Language Model for Fuzzing IoT Devices

inferred← citeshttps://doi.org/10.1109/tccn.2025.3612760openalex-snapshot

Toward Edge General Intelligence With Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration

inferred← citeshttps://doi.org/10.1109/tiv.2024.3451350openalex-snapshot

HazardVLM: A Video Language Model for Real-Time Hazard Description in Automated Driving Systems

inferred← citeshttps://doi.org/10.1109/tnse.2025.3624100openalex-snapshot

EdgeNetLLM: Cloud–Edge Collaborative Adaptation of Large Language Models for Mobile Networking

inferred← citeshttps://doi.org/10.1109/tnsm.2026.3676522openalex-snapshot

Developing A Domain-Specific LLM for Optical Networks: A Reinforcement Learning-Based Fine-Tuning Framework

inferred← citeshttps://doi.org/10.1109/tsc.2026.3675166openalex-snapshot

LLM4Load-Turbo: A Prompt-Driven LLM Framework With Knowledge Distillation for Efficient Multi-Scale Workload Prediction

inferred← citeshttps://doi.org/10.1109/tse.2025.3595396openalex-snapshot

Enhancing Protocol Fuzzing via Diverse Seed Corpus Generation

inferred← citeshttps://doi.org/10.1111/bjet.13562openalex-snapshot

Aligning and comparing values of ChatGPT and human as learning facilitators: A value‐sensitive design approach

inferred← citeshttps://doi.org/10.1111/caim.70007openalex-snapshot

Evaluating Creative Output With Generative Artificial Intelligence: Comparing GPT Models and Human Experts in Idea Evaluation

inferred← citeshttps://doi.org/10.1111/cts.70188openalex-snapshot

Agents for Change: Artificial Intelligent Workflows for Quantitative Clinical Pharmacology and Translational Sciences

inferred← citeshttps://doi.org/10.1111/epic.70016openalex-snapshot

Co‐designing a Large Language Model Benchmarking Dataset for Primary Care with Nurses in Kenya

inferred← citeshttps://doi.org/10.1115/1.4071111openalex-snapshot

Agent-Based Framework for Engineering Document Comprehension With Large Language Models

inferred← citeshttps://doi.org/10.1136/heartjnl-2024-323947openalex-snapshot

Artificial intelligence in cardiac telemetry

inferred← citeshttps://doi.org/10.1145/3646548.3672584openalex-snapshot

Modelling Engineering Processes in Natural Language: A Case Study

inferred← citeshttps://doi.org/10.1145/3702879.3702881openalex-snapshot

The Application and Comparison of Artificial Intelligence LLMs in Psychological Statistical Analysis

inferred← citeshttps://doi.org/10.1145/3715275.3732180openalex-snapshot

Beyond Semantics: Examining Gender Bias in LLMs Deployed within Low-resource Contexts in India

inferred← citeshttps://doi.org/10.1145/3719160.3736637openalex-snapshot

From Goals to Actions: Designing Context-aware LLM Chatbots for New Year's Resolutions

inferred← citeshttps://doi.org/10.1145/3772363.3798529openalex-snapshot

Experts' Experiences of Authoring and Using AI Clones for Client Interactions: Emergent Challenges in Defining Roles and Topic Boundaries

inferred← citeshttps://doi.org/10.1145/3800645.3813015openalex-snapshot

PsyMooc: Empowering Simulation-Based Educational Systems with LLM Agents to Train Clinical Interviewing Skills

inferred← citeshttps://doi.org/10.1145/3833541.3833633openalex-snapshot

Research on the Generation Method of Online Public Opinion Governance Suggestions for the Tobacco Industry Based on LLM

inferred← citeshttps://doi.org/10.1177/0739456x251372082openalex-snapshot

Automating Plan Evaluation Using Agentic Large Language Models

inferred← citeshttps://doi.org/10.1177/15533506251400130openalex-snapshot

Development of a Bariatric Surgery Specific Artificial Intelligence Large Language Model: BariatricSurgeryGPT

inferred← citeshttps://doi.org/10.1609/aaai.v38i17.29916openalex-snapshot

MELO: Enhancing Model Editing with Neuron-Indexed Dynamic LoRA

inferred← citeshttps://doi.org/10.17758/uruae27.ur0625304openalex-snapshot

Bridging Building Information Systems: A Parameter-Efficient Semantic Approach to Construction Data Interoperability

inferred← citeshttps://doi.org/10.18267/j.aip.263openalex-snapshot

Measuring the Feasibility of a Question and Answering System for the Sarawak Gazette Using Chatbot Technology

inferred← citeshttps://doi.org/10.18653/v1/2023.findings-emnlp.341openalex-snapshot

Time-Considerable Dialogue Models via Reranking by Time Dependency

inferred← citeshttps://doi.org/10.18653/v1/2023.findings-emnlp.540openalex-snapshot

Open-ended Commonsense Reasoning with Unrestricted Answer Candidates

inferred← citeshttps://doi.org/10.21203/rs.3.rs-4427938/v1openalex-snapshot

An Evaluation of the Reasoning Effectiveness of ChatGPT to Scrutinize and Quash Untrue Social Media Memes

inferred← citeshttps://doi.org/10.2139/ssrn.4999492openalex-snapshot

Quantitative Financial Models with Scenarios from LLM: Temporal Fusion Transformers as Alternative Monte-Carlo

inferred← citeshttps://doi.org/10.2139/ssrn.5393117openalex-snapshot

Domain-Specialized Large Language Models for Last Mile Delivery Optimization: A Comprehensive Framework

inferred← citeshttps://doi.org/10.2139/ssrn.5852779openalex-snapshot

Automated Genre Analysis: Temperature and Reliability in LLMs

inferred← citeshttps://doi.org/10.22541/au.171137459.97301207/v1openalex-snapshot

The role of large pre-trained models in ecology and biodiversity conservation: Opportunities and Challenges

inferred← citeshttps://doi.org/10.23919/splitech61897.2024.10612341openalex-snapshot

Large Language Model Operations (LLMOps): Definition, Challenges, and Lifecycle Management

inferred← citeshttps://doi.org/10.31219/osf.io/x5vgeopenalex-snapshot

Dynamic Supplementation of Federated Search Results for Reducing Hallucinations in LLMs

inferred← citeshttps://doi.org/10.32388/7ovvw2openalex-snapshot

Towards Responsible AI-Assisted Scholarship: Comparative Assessment of Generative Models and Adoption Recommendations

inferred← citeshttps://doi.org/10.3389/fdata.2024.1463543openalex-snapshot

Ontology extension by online clustering with large language model agents

inferred← citeshttps://doi.org/10.3389/fdgth.2026.1803433openalex-snapshot

HAMAgent: human assisted multiagent system for emotion recognition and digital health—a survey and preliminary study

inferred← citeshttps://doi.org/10.3389/frai.2026.1808028openalex-snapshot

Bridging agronomic science and context specific farm-level advisory through generative AI for rice systems in India

inferred← citeshttps://doi.org/10.3389/ftox.2026.1877128openalex-snapshot

A pragmatic workflow for integrating large language models into toxicological risk assessment

inferred← citeshttps://doi.org/10.3390/buildings16071298openalex-snapshot

An LLM–BERT and Complex Network Framework for Construction Accident Causation Analysis

inferred← citeshttps://doi.org/10.3390/diagnostics16030388openalex-snapshot

A Comparative Assessment of ChatGPT, Gemini, and DeepSeek Accuracy: Examining Visual Medical Assessment in Internal Medicine Cases with and Without Clinical Context

inferred← citeshttps://doi.org/10.3390/foods15101647openalex-snapshot

Nutrient-Aware Personalized Meal Recommendation Using Structured Food Knowledge and Constraint Verification

inferred← citeshttps://doi.org/10.3390/make8050138openalex-snapshot

Evaluating the Impact of Adapter-Based Fine-Tuning on Structured Parsing Performance in Large Language Models

inferred← citeshttps://doi.org/10.36227/techrxiv.170473976.61241065/v1openalex-snapshot

GPT-Neo-CRV: Elevating Information Accuracy in GPT-Neo with Cross-Referential Validation

inferred← citeshttps://doi.org/10.4018/979-8-3693-3860-5.ch010openalex-snapshot

Data Ethics and Privacy

inferred← citeshttps://doi.org/10.5220/0012621900003645openalex-snapshot

Bringing Systems Engineering Models to Large Language Models: An Integration of OPM with an LLM for Design Assistants

inferred← citeshttps://doi.org/10.54254/2755-2721/35/20230399openalex-snapshot

The evolution, applications, and future prospects of large language models: An in-depth overview

inferred← citeshttps://doi.org/10.5753/ijcae.2025.6540openalex-snapshot

Retrieval-Augmented Large Language Models for Computer Architecture Learning and Design Assistance

inferred← citeshttps://doi.org/10.7232/jkiie.2026.52.2.176openalex-snapshot

Constructing Domain-Specific Knowledge Graphs from Unannotated Technical Texts using LLMs

inferred← citeshttps://doi.org/10.7250/csimq.2024-41.05openalex-snapshot

Text Retrieval in Restricted Domains by Pairwise Term Co-occurrence

inferred← citeshttps://doi.org/10.7736/jkspe.025.00031openalex-snapshot

Generative AI–enabled Intelligent Manufacturing: LLM Utilization Strategies and Information Modeling Integration

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