---
title: "“large language models”: 95 recent papers (last 30 days)"
description: "The keyword “large language models” appeared in 95 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #1 of 12,658 keywords."
url: https://scholar4ai.com/keywords/large-language-models
markdown_url: https://scholar4ai.com/keywords/large-language-models.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-10-26T13:22:50+09:00
window: 2026-09-27 to 2026-10-26
source: OpenAlex (CC0)
---

# Papers on “large language models”

- 10 papers in the last 7 days

Back to the ranking: https://scholar4ai.com/rankings/keywords.md

## Key findings

- The keyword “large language models” appeared in 95 papers in the last 30 days (2026-09-27 to 2026-10-26), ranking #1 of 12,658 keywords.
- Most of them appeared in Information Processing & Management (14), Expert Systems with Applications (10) and Artificial Intelligence Review (8).
- Leading institutions: National University of Singapore (4), National University of Defense Technology (4) and Jilin University (3).
- Countries: China (44), United States (15) and Singapore (8).
- Often studied together with “retrieval-augmented generation” (11), “hallucination mitigation” (6) and “parameter-efficient fine-tuning” (3).

## Research ideas that follow this keyword

- [The language divide in AI](https://scholar4ai.com/ideas/the-language-divide-in-ai.md)
- [Can language models stand in for survey respondents?](https://scholar4ai.com/ideas/language-models-as-survey-respondents.md)
- [Language models as designers of heuristics](https://scholar4ai.com/ideas/language-models-as-heuristic-designers.md)
- [Disclosure written for machine readers](https://scholar4ai.com/ideas/disclosure-for-machine-readers.md)

*Papers, newest first. Newest 50 of 95 papers; all of them are in /data/papers.json.*

| Date | Title | Journal | Authors | Affiliations |
|---|---|---|---|---|
| 2026-10-23 | [A unified framework for large-foundation-model-based multi-phrasing synthetic VQA data generation and downstream VQA training](https://doi.org/10.1016/j.ipm.2026.105255) | [Information Processing & Management](https://scholar4ai.com/journals/information-processing-management.md) | Zhiyue Liu, Jian Qin, Wenkai Zhou et al. | Guangxi University; Sun Yat-sen University |
| 2026-10-23 | [Retrieval-augmented generation in biomedicine: a survey of technologies, datasets, and clinical applications](https://doi.org/10.1007/s10462-026-11743-y) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | Jiawei He, Boya Zhang, Hossein Rouhizadeh et al. | University of Geneva; Hunan City University; Henan University; … |
| 2026-10-23 | [The impact of LLM-based recommendations on decisions under uncertainty](https://doi.org/10.1017/eec.2026.10062) | [Experimental Economics](https://scholar4ai.com/journals/experimental-economics.md) | Marty Haoyuan Chen, Emel Filiz‐Ozbay, Erkut Yusuf Ozbay | University of Maryland, College Park |
| 2026-10-23 | [AI herding in financial markets: An experiment with large language models](https://doi.org/10.1016/j.pacfin.2026.103415) | [Pacific-Basin Finance Journal](https://scholar4ai.com/journals/pacific-basin-finance-journal.md) | Leping Zhang, Guangyou Zhou | Fudan University |
| 2026-10-22 | [Uncovering heterogeneous user requirements for inclusive design: An LLM-driven multi-source data fusion framework with entropy-weighted IPA-Kano prioritization](https://doi.org/10.1016/j.eswa.2026.134757) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | HONGRU CHANG, Jian Hua, Yue Hu et al. | Shanghai University of Engineering Science; Northeastern University |
| 2026-10-22 | [Cut the chit-chat: a new framework for the application of generative language models for portfolio construction](https://doi.org/10.1007/s10479-026-07418-0) | [Annals of Operations Research](https://scholar4ai.com/journals/annals-of-operations-research.md) | Francesco A. Fabozzi, Ionuţ Florescu | Stevens Institute of Technology |
| 2026-10-22 | [Measuring the state of open science in transportation using large language models](https://doi.org/10.1016/j.trc.2026.106024) | [Transportation Research Part C Emerging Technologies](https://scholar4ai.com/journals/transportation-research-part-c-emerging-technologies.md) | Junyi Ji, Ruth Lu, Linda Belkessa et al. | Vanderbilt University; Massachusetts Institute of Technology; Université Gustave Eiffel; … |
| 2026-10-21 | [Enhancing gas pipeline accident risk assessment using a knowledge graph of latent contributing factor probabilities](https://doi.org/10.1007/s10489-026-07555-w) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Zhihan Zhu, Mingyuan Zhang, Sirui Li | Dalian University of Technology |
| 2026-10-21 | [Decision intelligence for electric bus charging scheduling through LLM-driven reward shaping and reinforcement learning](https://doi.org/10.1016/j.trc.2026.106090) | [Transportation Research Part C Emerging Technologies](https://scholar4ai.com/journals/transportation-research-part-c-emerging-technologies.md) | Jiahao Zhan, Ying Yang, Zhe Zhang et al. | Shanghai University; Tsinghua University; Jilin University; … |
| 2026-10-20 | [Adopting AI, inviting risk? An empirical analysis of corporate cybersecurity consequences in IT firms](https://doi.org/10.1007/s12525-026-00939-3) | [Electronic Markets](https://scholar4ai.com/journals/electronic-markets.md) | Wei Xiao, Shan Xu, Jin Li et al. | City University of Hong Kong; Xi'an Jiaotong University; Pusan National University |
| 2026-10-18 | [Reproducible LLM-based measurement depends on the serving stack](https://doi.org/10.1016/j.frl.2026.110909) | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | Hsiang-Chieh Yang |  |
| 2026-10-18 | [LLM-Powered Query Expansion for Enhancing Boundary Prediction in Language-Driven Action Localization](https://doi.org/10.1007/s11263-026-03083-9) | [International Journal of Computer Vision](https://scholar4ai.com/journals/international-journal-of-computer-vision.md) | Zirui Shang, Xinxiao Wu, Shuo Yang | Beijing Institute of Technology; Shenzhen MSU-BIT University |
| 2026-10-17 | [MIKA: Source reconstructibility for robust document processing with LLMs: Verification and domain partitioning in enterprise settings](https://doi.org/10.1016/j.ipm.2026.105257) | [Information Processing & Management](https://scholar4ai.com/journals/information-processing-management.md) | Alejandro Jaime, Verónica Gil-Costa, Marcelo Luis Errecalde et al. | Universidad Nacional de La Plata; Consejo Nacional de Investigaciones Científicas y Técnicas; National University of San Luis |
| 2026-10-17 | [LLM application in digital asset assessments: mixed methods research](https://doi.org/10.1007/s10115-026-02910-2) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | Yann Thorens, Martin Angerer, Pejman Ebrahimi et al. | University of Liechtenstein |
| 2026-10-17 | [Dual-space optimization for multi-LoRA fusion: Mitigating parameter conflicts in both parameter and fusion-weight space](https://doi.org/10.1016/j.knosys.2026.117210) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Yanghui Huang, Donglin Cao, Dazhen Lin |  |
| 2026-10-17 | [CDST-RAG: Fusing commonsense knowledge and dynamic strategy awareness with targeted retrieval augmentation for empathetic response generation](https://doi.org/10.1016/j.eswa.2026.134795) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Zhinan Gou, Siyu Liu, He Liu | Hebei University of Economics and Business |
| 2026-10-17 | [Tech Mining with LLMs: Unveiling Trends from Corporate Websites](https://doi.org/10.1007/s10614-026-11451-3) | [Computational Economics](https://scholar4ai.com/journals/computational-economics.md) | Xavier Martínez-Barbero, Ana Pastor-Merino, Josep Domènech | Universitat Politècnica de València |
| 2026-10-17 | [Language modeling on tabular data: a survey of foundations, techniques and evolution](https://doi.org/10.1007/s10462-026-11726-z) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | Yucheng Ruan, Xiang Lan, Jingying Ma et al. | National University of Singapore; Institute of Data Science |
| 2026-10-16 | [Autonomous agents and multi-agent systems: a comprehensive review](https://doi.org/10.1007/s10462-026-11731-2) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | Mohammed Alaa Ala’anzy, Meruyert Oshayeva, Yassine Himeur | Suleyman Demirel University; University of Dubai |
| 2026-10-16 | [Generative semantic-enhanced vision-language pre-training for sign language translation](https://doi.org/10.1016/j.ipm.2026.105234) | [Information Processing & Management](https://scholar4ai.com/journals/information-processing-management.md) | Lixin Wang, Yuchun Fang |  |
| 2026-10-16 | [Towards efficient large language models for scientific data: a review](https://doi.org/10.1007/s10462-026-11727-y) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | Huy Quoc To, Guangyan Huang, Jun Wang et al. | Deakin University; Zhengzhou University of Aeronautics |
| 2026-10-16 | [Evaluating LLMs for named entity recognition: a cost-benefit analysis in the legal domain](https://doi.org/10.1007/s10115-026-02886-z) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | Shefali Singhal, Eoin O’Connell, Niall McCarroll et al. | University of Ulster; Ulster University, Derry-Londonderry Campus; Ulster Hospital |
| 2026-10-16 | [From knowledge retrieval to generation: a comprehensive study of RAG's architectures, evolution, and applications](https://doi.org/10.1007/s10462-026-11716-1) | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | Xiaoling Shu, Xiao Zhang, Ruixin Wang et al. | Northwestern Polytechnical University |
| 2026-10-15 | [Automated optimization modeling and auditing via dual-team multi-LLM-agent cooperative framework](https://doi.org/10.1007/s10489-026-07536-z) | [Applied Intelligence](https://scholar4ai.com/journals/applied-intelligence.md) | Yuan Chiang, Wenhui Fan | Tsinghua University |
| 2026-10-15 | [Structured goal-guided reinforcement learning with large language models](https://doi.org/10.1016/j.neunet.2026.109769) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Yajie Qi, Wei Wei, Lin Li et al. | Shanxi University |
| 2026-10-14 | [Beyond the noise: Early identification of emerging technologies through weak signal prediction in higher-order networks](https://doi.org/10.1016/j.ipm.2026.105233) | [Information Processing & Management](https://scholar4ai.com/journals/information-processing-management.md) | Mingzhu Wei, Rong Zheng, Rui Song | Northeast Normal University; Jilin University; Jilin Province Science and Technology Department |
| 2026-10-14 | [Strive-R1: Proactive retrieval-augmented reasoning with strategic retrieval control and hierarchical verifiable rewards](https://doi.org/10.1016/j.ipm.2026.105220) | [Information Processing & Management](https://scholar4ai.com/journals/information-processing-management.md) | Abibulla Atawulla, Fengyi Yang, Ran Bi et al. | Chinese Academy of Sciences; Xinjiang Technical Institute of Physics & Chemistry; University of Chinese Academy of Sciences |
| 2026-10-13 | [CoPT: Context-based prompt tuning for pretrained language model via test-time adaptation](https://doi.org/10.1016/j.eswa.2026.134712) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Jongyun Shin, Hea Eun Lee, Hyunjoon Cho et al. | Kookmin University |
| 2026-10-13 | [A hybrid framework of LLM-based interaction generation and adaptive sampler for recommendation enhancement](https://doi.org/10.1016/j.ipm.2026.105206) | [Information Processing & Management](https://scholar4ai.com/journals/information-processing-management.md) | Yijia Zhang, Wanyu Chen, Xiaosong Yuan et al. | National University of Defense Technology; Jilin University |
| 2026-10-13 | [Efficient zero-shot post-training quantization of large language models](https://doi.org/10.1016/j.neunet.2026.109750) | [Neural Networks](https://scholar4ai.com/journals/neural-networks.md) | Sami Ul Haq, Aiman Helmi El-Maleh, Ali Alsuwaiyan | King Fahd University of Petroleum and Minerals |
| 2026-10-12 | [Enhancing large language model-based systems for end-to-end circuit analysis problem solving](https://doi.org/10.1016/j.knosys.2026.117171) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Liang‐Liang Chen, Weiyu Sun, Huiru Xie et al. | Georgia Institute of Technology |
| 2026-10-11 | [Graph-Guided Retrieval-Augmented Causal Discovery with LLM reasoning for nonlinear chemical processes](https://doi.org/10.1016/j.patcog.2026.115124) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Xiaodong Qin, Junxiao Ren, Qiang Li et al. | Southwest University of Science and Technology; Huafon Group (China) |
| 2026-10-11 | [A dual-head self-reflective framework for text-to-CAD generation](https://doi.org/10.1016/j.eswa.2026.134693) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Yusong Qiao, Dong Yu | Chinese Academy of Sciences; Shenyang Institute of Computing Technology (China); University of Chinese Academy of Sciences |
| 2026-10-10 | [Enhancing session-based recommendation via large language models: A counterfactual method](https://doi.org/10.1016/j.knosys.2026.117166) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Xinglong Wu, Sheng Yin, Yu Tai et al. | Anhui University of Science and Technology; Harbin Institute of Technology; Peng Cheng Laboratory |
| 2026-10-10 | [Prototyping and evaluation of a clinical decision support system in long-term care in German nursing homes](https://doi.org/10.1007/s10729-026-09794-2) | [Health Care Management Science](https://scholar4ai.com/journals/health-care-management-science.md) | Maximilian Pilz, Anne Gebert, Matthias Brünett et al. | Fraunhofer Institute for Industrial Mathematics; Deutsche Institut für angewandte Pflegeforschung e.V.; AWS-Institute for Digitized Products and Processes |
| 2026-10-10 | [Labor demand for digital skills in post-2022 Ukraine: Evidence from online job vacancy data](https://doi.org/10.1016/j.econmod.2026.107843) | [Economic Modelling](https://scholar4ai.com/journals/economic-modelling.md) | Yurii V. Kleban, Britta Rude | National University Ostroh Academy; World Bank |
| 2026-10-09 | [A multimodal deep learning-driven model for assessing drawing composition quality](https://doi.org/10.1186/s40537-026-01551-0) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Yunhe Su, Xiaowen Feng | Hongik University; Yonsei University |
| 2026-10-09 | [Identifying technological problems and exploring potential solutions to support R&D: Tech-mining with multi-LLM applications](https://doi.org/10.1016/j.techfore.2026.124895) | [Technological Forecasting and Social Change](https://scholar4ai.com/journals/technological-forecasting-and-social-change.md) | Sanghyun Park, Leehee Kim, Doyoung Park et al. | Seoul National University |
| 2026-10-08 | [MoCoP: Modality-Collaborative Layer-Wise Pruning for Large Vision-Language Models](https://doi.org/10.1016/j.patcog.2026.115089) | [Pattern Recognition](https://scholar4ai.com/journals/pattern-recognition.md) | Chao Jiang, Jinzhi Liao, Hongbin Huang et al. | National University of Defense Technology |
| 2026-10-08 | [Can large language models assess enterprise digital transformation?](https://doi.org/10.1186/s40537-026-01573-8) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | Zhenkun Zhou, Yihan He, Tao Ren | Capital University of Economics and Business |
| 2026-10-08 | [Budgeted evidence set construction for cross-library compliance RAG: Beyond relevance ranking truncation](https://doi.org/10.1016/j.eswa.2026.134640) | [Expert Systems with Applications](https://scholar4ai.com/journals/expert-systems-with-applications.md) | Zhenpeng Li | Guangzhou Health Science College |
| 2026-10-08 | [Accuracy is not reliability: abstention-aware evaluation of large language models on bio-bibliographic claim verification in classical Islamic scholarship](https://doi.org/10.1016/j.ipm.2026.105225) | [Information Processing & Management](https://scholar4ai.com/journals/information-processing-management.md) | Ali Çetinkaya | Selçuk University |
| 2026-10-07 | [Adaptive large language model reasoning for autonomous driving decision-making](https://doi.org/10.1016/j.artint.2026.104640) | [Artificial Intelligence](https://scholar4ai.com/journals/artificial-intelligence.md) | Haicheng Liao, Chengyue Wang, Hanlin Kong et al. | University of Macau; Zhejiang University; Massachusetts Institute of Technology; … |
| 2026-10-07 | [Characterizing the role of reasoning tokens in large language models as state over tokens](https://doi.org/10.1038/s42256-026-01303-y) | [Nature Machine Intelligence](https://scholar4ai.com/journals/nature-machine-intelligence.md) | Moshe Levy, Zohar Elyoseph, Shauli Ravfogel et al. | Bar-Ilan University; University of Haifa; New York University; … |
| 2026-10-07 | [When algorithms cannot be fair: constitutive and contingent discrimination and the limits of less-discriminatory alternatives](https://doi.org/10.1007/s00146-026-03384-0) | [AI & Society](https://scholar4ai.com/journals/ai-society.md) | Alfredo Di Giorgio | University of Salento |
| 2026-10-07 | [Does the language model matter? Evidence from four independent scorings of earnings conference calls](https://doi.org/10.1016/j.frl.2026.110893) | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | Pieter J. de Jong | University of North Florida |
| 2026-10-06 | [Is bitcoin a hedge against central banking? Evidence from AI-driven monetary policy expectations](https://doi.org/10.1016/j.jimonfin.2026.103683) | [Journal of International Money and Finance](https://scholar4ai.com/journals/journal-of-international-money-and-finance.md) | Maxime L. D. Nicolas, François Sicard, Marion Labouré et al. | University College London; Deutsche Bank (United Kingdom) |
| 2026-10-06 | [Contrastive hallucination impact mitigation and evaluation for zero-shot dense retrieval systems](https://doi.org/10.1007/s10115-026-02892-1) | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | Xuanyu Ge, Ganling Xu | China University of Geosciences; Fudan University |
| 2026-10-06 | [Role-aware and knowledge-decoupled LLM for cross-city next POI recommendation](https://doi.org/10.1016/j.knosys.2026.117163) | [Knowledge-Based Systems](https://scholar4ai.com/journals/knowledge-based-systems.md) | Jinhui Zhu, Xiangfeng Luo, Xiao Wei et al. | Shanghai University |
| 2026-10-06 | [Chronologically consistent large language models](https://doi.org/10.1016/j.jfineco.2026.104374) | [Journal of Financial Economics](https://scholar4ai.com/journals/journal-of-financial-economics.md) | Songrun He, Linying Lv, Asaf Manela et al. | Chinese University of Hong Kong; Washington University in St. Louis; University of Iowa |

## Cite this page

Scholar4AI. (2026). Papers on “large language models”. Journal Research Rankings. Retrieved October 26, 2026, from https://scholar4ai.com/keywords/large-language-models

```bibtex
@misc{scholar4ai-keywords-large-language-models,
  author = {{Scholar4AI}},
  title = {Papers on “large language models”},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/keywords/large-language-models}},
  urldate = {2026-10-26},
  note = {Journal Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).