语言大模型 / LLM

Deep literature reviews: an application of fine-tuned language models to migration research

Stefano M. Iacus, Haodong Qi, Jiyoung Han

机构 * Harvard University, USA（哈佛大学） ； Malmö University, Sweden（马尔默大学） ； Stockholm University Demography Unit, Sweden（斯德哥尔摩大学人口单位） 纠错

专题命中 领域大模型 ：language model(title,abstract)；LLM(abstract)；large language model(abstract)；分类 cs.CL、cs.LG

Enhancing Multi-task Learning Capability of Medical Generalist Foundation Model via Image-centric Multi-annotation Data

Xun Zhu, Fanbin Mo, Zheng Zhang, Jiaxi Wang, Yiming Shi, Ming Wu, Chuang Zhang, Miao Li, Ji Wu

专题命中 领域大模型 ：foundation model(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Psychological Health Knowledge-Enhanced LLM-based Social Network Crisis Intervention Text Transfer Recognition Method

Shurui Wu, Xinyi Huang, Dingxin Lu

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Navigating the Future of Federated Recommendation Systems with Foundation Models

Zhiwei Li, Guodong Long, Chunxu Zhang, Honglei Zhang, Jing Jiang, Chengqi Zhang

专题命中 领域大模型 ：foundation model(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments 11 pages, position paper, survey

A Hierarchical conv-LSTM and LLM Integrated Model for Holistic Stock Forecasting

Arya Chakraborty, Auhona Basu

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments 8 pages, 2 figures, 2 tables

Journal ref International Journal for Research in Applied Science and Engineering Technology, Volume 13, Issue IV (2025) 246-254

Enhancing LLM-Based Text Classification in Political Science: Automatic Prompt Optimization and Dynamic Exemplar Selection for Few-Shot Learning

Menglin Liu, Ge Shi

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 46 pages, 15 figures

Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning

John Wu, David Wu, Jimeng Sun

专题命中 领域大模型 ：language model(title,abstract)；LLM(abstract)；large language model(abstract)；分类 cs.CL、cs.AI

Comments https://aclanthology.org/2024.emnlp-main.500/

LLM Generated Persona is a Promise with a Catch

Ang Li, Haozhe Chen, Hongseok Namkoong, Tianyi Peng

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Highlighting Case Studies in LLM Literature Review of Interdisciplinary System Science

Lachlan McGinness, Peter Baumgartner

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Journal ref AI 2024: 37th Australasian Joint Conference on Artificial Intelligence, Melbourne, 2024

Prompt Sentiment: The Catalyst for LLM Change

Vishal Gandhi, Sagar Gandhi

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

LimTopic: LLM-based Topic Modeling and Text Summarization for Analyzing Scientific Articles limitations

Ibrahim Al Azhar, Venkata Devesh Reddy, Hamed Alhoori, Akhil Pandey Akella

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.LG

Comments 12 pages, accepted at JCDL 2024 (The ACM/IEEE Joint Conference on Digital Libraries). This is a preprint version; the final version will be published in the ACM Digital Library

Exposing Product Bias in LLM Investment Recommendation

Yuhan Zhi, Xiaoyu Zhang, Longtian Wang, Shumin Jiang, Shiqing Ma, Xiaohong Guan, Chao Shen

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Graph Retrieval-Augmented LLM for Conversational Recommendation Systems

Zhangchi Qiu, Linhao Luo, Zicheng Zhao, Shirui Pan, Alan Wee-Chung Liew

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted by PAKDD 2025

LLM-Fusion: A Novel Multimodal Fusion Model for Accelerated Material Discovery

Onur Boyar, Indra Priyadarsini, Seiji Takeda, Lisa Hamada

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Comments 4 pages, presented at AAAI 2025 Workshop on AI to Accelerating Science and Engineering (AI2ASE)

Chat Bankman-Fried: an Exploration of LLM Alignment in Finance

Claudia Biancotti, Carolina Camassa, Andrea Coletta, Oliver Giudice, Aldo Glielmo

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering?

Yucheng Shi, Tianze Yang, Canyu Chen, Quanzheng Li, Tianming Liu, Xiang Li, Ninghao Liu

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 8 pages, three figures

I don't trust you (anymore)! -- The effect of students' LLM use on Lecturer-Student-Trust in Higher Education

Simon Kloker, Matthew Bazanya, Twaha Kateete

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Journal ref The Uganda Higher Education Review, 12(1), 74-90 (2024)

LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM

Zhi Zhou, Kun-Yang Yu, Shi-Yu Tian, Xiao-Wen Yang, Jiang-Xin Shi, Pengxiao Song, Yi-Xuan Jin, Lan-Zhe Guo, Yu-Feng Li

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Preprint

PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback

Kanika Goswami, Puneet Mathur, Ryan Rossi, Franck Dernoncourt

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

VeriFact: Verifying Facts in LLM-Generated Clinical Text with Electronic Health Records

Philip Chung, Akshay Swaminathan, Alex J. Goodell, Yeasul Kim, S. Momsen Reincke, Lichy Han, Ben Deverett, Mohammad Amin Sadeghi, Abdel-Badih Ariss, Marc Ghanem, David Seong, Andrew A. Lee, Caitlin E. Coombes, Brad Bradshaw, Mahir A. Sufian, Hyo Jung Hong, Teresa P. Nguyen, Mohammad R. Rasouli, Komal Kamra, Mark A. Burbridge, James C. McAvoy, Roya Saffary, Stephen P. Ma, Dev Dash, James Xie, Ellen Y. Wang, Clifford A. Schmiesing, Nigam Shah, Nima Aghaeepour

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments 62 pages, 5 figures, 1 table, pre-print manuscript

Enhancing Financial Domain Adaptation of Language Models via Model Augmentation

Kota Tanabe, Masanori Hirano, Kazuki Matoya, Kentaro Imajo, Hiroki Sakaji, Itsuki Noda

专题命中 领域大模型 ：language model(title,abstract)；LLM(abstract)；large language model(abstract)；分类 cs.CL、cs.AI

HALoGEN: Fantastic LLM Hallucinations and Where to Find Them

Abhilasha Ravichander, Shrusti Ghela, David Wadden, Yejin Choi

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Preprint

CancerKG.ORG A Web-scale, Interactive, Verifiable Knowledge Graph-LLM Hybrid for Assisting with Optimal Cancer Treatment and Care

Michael Gubanov, Anna Pyayt, Aleksandra Karolak

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI、cs.LG

Journal ref CIKM 2024, pp. 4497 - 4505

The Prompt Alchemist: Automated LLM-Tailored Prompt Optimization for Test Case Generation

Shuzheng Gao, Chaozheng Wang, Cuiyun Gao, Xiaoqian Jiao, Chun Yong Chong, Shan Gao, Michael Lyu

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

PsychAdapter: Adapting LLM Transformers to Reflect Traits, Personality and Mental Health

Huy Vu, Huy Anh Nguyen, Adithya V Ganesan, Swanie Juhng, Oscar N. E. Kjell, Joao Sedoc, Margaret L. Kern, Ryan L. Boyd, Lyle Ungar, H. Andrew Schwartz, Johannes C. Eichstaedt

专题命中 领域大模型 ：LLM(title,abstract)；language model(abstract)；prompting(abstract)；分类 cs.CL、cs.AI

CareBot: A Pioneering Full-Process Open-Source Medical Language Model

Lulu Zhao, Weihao Zeng, Xiaofeng Shi, Hua Zhou

专题命中 领域大模型 ：language model(title)；LLM(abstract)；SFT(abstract)；RLHF(abstract)

Comments Accept by AAAI 2025

Dynamic Fog Computing for Enhanced LLM Execution in Medical Applications

Philipp Zagar, Vishnu Ravi, Lauren Aalami, Stephan Krusche, Oliver Aalami, Paul Schmiedmayer

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Scaling Properties of Speech Language Models

Santiago Cuervo, Ricard Marxer

专题命中 领域大模型 ：language model(title,abstract)；large language model(abstract)；SLM(abstract)；分类 cs.CL、cs.AI

SelfPrompt: Autonomously Evaluating LLM Robustness via Domain-Constrained Knowledge Guidelines and Refined Adversarial Prompts

Aihua Pei, Zehua Yang, Shunan Zhu, Ruoxi Cheng, Ju Jia

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Way to Specialist: Closing Loop Between Specialized LLM and Evolving Domain Knowledge Graph

Yutong Zhang, Lixing Chen, Shenghong Li, Nan Cao, Yang Shi, Jiaxin Ding, Zhe Qu, Pan Zhou, Yang Bai

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments Accepted by KDD 2025