Large Language Models (LLM): Research, Papers and Researchers

01Research activity

Large Language Models (LLM) research by ScholarsColab researchers

What researchers combine with Large Language Models (LLM)

Words that appear most often in these paper titles. Tap one to see those papers.

Recent focus (2024 onwards): detection, llms, fine-tuning, data, generation.

02Researchers

PhD researchers working on Large Language Models (LLM)

Every researcher below is registered on ScholarsColab and can be hired as a mentor or for a project. Publication counts are their papers on this topic.

Youssef ElmirESTIN4 papers on this topic · 13 citationsEEdwin PuertasUniversidad Tecnológica de Bolívar4 papers on this topic · 0 citationsJudith Jeyafreeda AndrewCHU Bordeaux, France3 papers on this topic · 22 citationsMohit TiwariBharati Vidyapeeth's College of Engineering,Delhi2 papers on this topic · 2 citationsHAMLICHComputer science2 papers on this topic · 0 citationsSanjan BaitalikInstitute of Engineering & Management, Kolkata2 papers on this topic · 0 citationsShahid Munir ShahShaheed Zuilfiqar Ali Bhutto Institute of Science and Technology1 paper on this topic · 35 citationsShashi Kant GuptaLincoln University College, Malaysia1 paper on this topic · 28 citationsDr Mueen UddinUniversity of Doha for Science and Technology1 paper on this topic · 21 citationsTop 2% scientist · Artificial Intelligence & Image ProcessingDr.Vijayalkahsmi kakulapatiSreenidhi Institute of Science and Technology1 paper on this topic · 20 citationsJianmin GuoHuawei & Tsinghua University1 paper on this topic · 15 citationsBipesh Raj SubediKathmandu University1 paper on this topic · 9 citationsThi-Thu-Huong LePusan National University1 paper on this topic · 4 citationsDr R A ThakurSymbiosis skills and Professional University Pune1 paper on this topic · 4 citationsXXiaochun ChengSwansea University1 paper on this topic · 3 citationsSShamsudeen SanniUniversity of Eswatini1 paper on this topic · 3 citationsUmar IslamDepartment of Artificial Intelligence, The University of Veterinary & Animal Sciences Swat,…1 paper on this topic · 3 citationsDr Javed RashidUniversity of Okara1 paper on this topic · 1 citationsFarah JemiliUniversity of Sousse Tunisia1 paper on this topic · 1 citationsPriyam GangulyHanwha QCELLS America Inc1 paper on this topic · 0 citationsAPARNA KUMARINirma university1 paper on this topic · 0 citationsTop 2% scientist · Networking & TelecommunicationsAbrar FaiazBangladesh University of Engineering and Technology1 paper on this topic · 0 citationsDr. Ajay SinghDoctorate in Food Science1 paper on this topic · 0 citationsSuhas VaddhiparthyKshema General Insurance Limited1 paper on this topic · 0 citationsDr. Arun Prakash AgarwalBennett University1 paper on this topic · 0 citationsAdewumi Idowu OlugbengaFederal College of Agriculture, Moor Plantation Ibadan Nigeria1 paper on this topic · 0 citationsDr. Sasanko Sekhar GantayatSR University Warangal Telangana India1 paper on this topic · 0 citationsChris GILBERTWilliam VS Tubman University1 paper on this topic · 0 citationsB HarichandanaRajarajeswari college of engineering1 paper on this topic · 0 citationsDr. Sasanko Sekhar GantayatSR University Warangal Telangana IndiaLists Large Language Models (LLM) as a research areaimenphd studentLists Large Language Models (LLM) as a research areaDr. Anand PandeyAssociate ProfessorLists Large Language Models (LLM) as a research areaAnitya GuptaResearch associateLists Large Language Models (LLM) as a research areaNecip GözüaçıkPhDLists Large Language Models (LLM) as a research areaArastu ThakurJain UniversityLists Large Language Models (LLM) as a research areaAnusha LihalaN/ALists Large Language Models (LLM) as a research area

03Papers

Research papers on Large Language Models (LLM)

1. Advancing depression detection on social media platforms through fine-tuned large language models202535 citationsOnline Social Networks and MediaShahid Munir Shah
2. PRISM: Patient Records Interpretation for Semantic clinical trial Matching system using large language models202428 citationsnpj Digital MedicineShashi Kant Gupta
3. Large language models meet network slicing management and orchestration202421 citationsDr Mueen Uddin
4. Prompt architecture induces methodological artifacts in large language models202520 citationsPLoS ONEDr.Vijayalkahsmi kakulapati
5. Evaluating LLMs for temporal entity extraction from pediatric clinical text in rare diseases context202419 citationsJudith Jeyafreeda Andrew
6. ToolSafety: A Comprehensive Dataset for Enhancing Safety in LLM-Based Agent Tool Invocations202515 citationsJianmin Guo
7. Exploring the potential of large language models (LLMs) for low-resource languages: A study on named-entity recognition (NER) and part-of-speech (POS) tagging for Nepali language20249 citationsBipesh Raj Subedi
8. Enhancing cancer detection with fine-tuned large language models: A comparative study on low-rank adaptation20246 citationsYoussef Elmir
9. Comparative Analysis and Application of Large Language Models on FAQ Chatbots20245 citationsYoussef Elmir
10. Fine-Tuning Transformer LLMs for Detecting SQL Injection and XSS Vulnerabilities20254 citationsThi-Thu-Huong Le
11. BNS Mitra: RAG-Optimized LLM Based AI-Powered Legal Virtual Assistant20254 citationsDr R A Thakur
12. Enabling Privacy-preserving and Drop-out Resilient Federated LLM Fine-tuning for the Low-altitude UAV Swarm Networks20253 citationsIEEE Transactions on Cognitive Communications and NetworkingXiaochun Cheng
13. Team NLPeers at Chemotimelines 2024: Evaluation of two timeline extraction methods, can generative LLM do it all or is smaller model fine-tuning still relevant?20243 citationsJudith Jeyafreeda Andrew
14. The Rise of Large Language Models (LLMs) in Academic Research: Opportunities and Challenges20243 citationsShamsudeen Sanni
15. Optimizing Large Language Models in Distributed Environments: A Holistic Approach to Efficiency, Ethics, and Governance20253 citationsInternational Journal of Computational Intelligence SystemsUmar Islam
16. Examine the Opportunities and Challenges of Large Language Model (LLM) For Indic Languages20252 citationsMohit Tiwari
17. Improving User Experience for AI Chatbots through LLM Models20242 citationsYoussef Elmir
18. Large Language Models With Contrastive Decoding Algorithm for Hallucination Mitigation in Low-Resource Languages20251 citationsCAAI Transactions on Intelligence TechnologyDr Javed Rashid
19. Improved human activity recognition through controllable GAN-Generated synthetic data and large Language models for classification20251 citationsCluster ComputingFarah Jemili
20. Privacy-Preserving Healthcare Data Security Using Large Language Models and Adaptive Access Control20250 citationsPriyam Ganguly
21. PubMed API and LLM-Driven Hybrid Retrieval System for Biomedical Question Answering20250 citationsEdwin Puertas
22. VerbaNexAI at SemEval-2025 task 3: Fact retrieval with Google snippets for LLM context filtering to identify hallucinations20250 citationsEdwin Puertas
23. VerbaNexAI at CLEF 2025 JOKER Task 3: Multi-Model LLM Approach for Onomastic Wordplay Translation20250 citationsEdwin Puertas
24. Prediction of Human Preferences and Explanation Generation with LLM: An Approach Based on RAG, Few-Shot Learning, and Auto-CoT20250 citationsEdwin Puertas
25. S-Health: LLM-driven and Lightweight Blockchain-based Secure Framework for Healthcare 5.020240 citationsAPARNA KUMARI
26. AI-Driven Disaster Warning System: Integrating Predictive Data with LLM for Contextualized Guideline Generation20250 citationsAbrar Faiaz
27. Large language model data object generation20250 citationsDr. Ajay Singh
28. Optimizing the Performance of Generative Artificial Intelligence, Recent Approaches to Engineering Large Language Models20240 citationsMohit Tiwari
29. Technical Report on KshemaGPT: A Multi-Agent LLM for Agriculture & Enterprise AI20250 citationsSuhas Vaddhiparthy
30. Advances in Multimodal Large Language Models for Healthcare: Methods and Applications20260 citationsDr. Arun Prakash Agarwal
31. Hybrid Learning to Rank with Retrieval-Augmented Generation and Large Language (LTR-RAG-LLM) Framework for Context-Aware Information Retrieval20260 citationsSotsiologicheskiy ZhurnalAdewumi Idowu Olugbenga
32. Enhancing Crisis Response and Misinformation Detection Using Large Language Models and Hybrid Approache20260 citationsDr. Sasanko Sekhar Gantayat
33. Secure Cloud Storage and Access Control for LLM Generated Educational Content0 citationsChris GILBERT
34. CCoRe: Cooperative-Competitive Reasoning LLM-based Multi-Agent Framework20250 citationsHAMLICH
35. Evaluating Automatic Annotation Techniques for Fine-Tuning Large Language Models in Financial Sentiment Analysis20250 citationsHAMLICH
36. PlantPhenoLM: Phenotype-Genotype Mapping Inference with Multi-Turn LLM Reasoning and Selective Prediction20260 citationsSanjan Baitalik
37. Conversation as Belief Revision: GreedySAT Revision for Global Logical Consistency in Multi-Turn LLM Dialogues20260 citationsSanjan Baitalik
38. Using large language models for temporal relation extraction from pediatric clinical reports20250 citationsJAMIA OpenJudith Jeyafreeda Andrew
39. An Agentic AI Pipeline for Appliance-Level Energy Anomaly Detection and LLM-Driven Recommendations20260 citationsYoussef Elmir
40. Applications of Large Language Models in Natural Language Understanding0 citationsB Harichandana

04Journals

Journals that publish Large Language Models (LLM) research

Where our researchers published their papers on this topic, with each journal’s indexing.

*Impact factor and quartile calculated from OpenAlex open data where available; official Journal Impact Factors are published by Clarivate. Indexing from the SCIE, SSCI, AHCI, ESCI, Scopus and JCR 2024 lists. Find the right journal for your own paper →

05Top 2% scientists

World’s Top 2% scientists in Artificial Intelligence & Image Processing

The Stanford/Elsevier World’s Top 2% Scientists list ranks researchers by a composite citation indicator. Artificial Intelligence & Image Processing is the research subfield closest to Large Language Models (LLM) in that list; 10,979 researchers from 94 countries are listed in it.

Source: Elsevier Data Repository, Ioannidis et al., 2026 edition, citations to the end of 2025 (career-long ranking). ScholarsColab is not affiliated with Stanford University or Elsevier, and the researchers listed are not ScholarsColab mentors unless marked so above.

06Related topics

Topics related to Large Language Models (LLM)

Topics that share the most papers with Large Language Models (LLM) in our researchers’ work:

• Hallucination6 papers · 6 researchers
• Chatbot34 papers · 23 researchers
• Artificial Intelligence (AI)1,196 papers · 404 researchers
• Healthcare445 papers · 205 researchers
• Privacy217 papers · 115 researchers

07Questions

Frequently asked questions