语言大模型 / LLM

Walert: Putting Conversational Search Knowledge into Action by Building and Evaluating a Large Language Model-Powered Chatbot

Sachin Pathiyan Cherumanal, Lin Tian, Futoon M. Abushaqra, Angel Felipe Magnossao de Paula, Kaixin Ji, Danula Hettiachchi, Johanne R. Trippas, Halil Ali, Falk Scholer, Damiano Spina

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

Comments Accepted at 2024 ACM SIGIR CHIIR

A Large Language Model Supported Synthesis of Contemporary Academic Integrity Research Trends

Thomas Lancaster

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

LLMRec: Large Language Models with Graph Augmentation for Recommendation

Wei Wei, Xubin Ren, Jiabin Tang, Qinyong Wang, Lixin Su, Suqi Cheng, Junfeng Wang, Dawei Yin, Chao Huang

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

Comments WSDM 2024 Oral Presentation

PLLaMa: An Open-source Large Language Model for Plant Science

Xianjun Yang, Junfeng Gao, Wenxin Xue, Erik Alexandersson

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

Comments Work in progress

Team IELAB at TREC Clinical Trial Track 2023: Enhancing Clinical Trial Retrieval with Neural Rankers and Large Language Models

Shengyao Zhuang, Bevan Koopman, Guido Zuccon

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)

Comments TREC Notebook

Large Language Models in Medical Term Classification and Unexpected Misalignment Between Response and Reasoning

Xiaodan Zhang, Sandeep Vemulapalli, Nabasmita Talukdar, Sumyeong Ahn, Jiankun Wang, Han Meng, Sardar Mehtab Bin Murtaza, Aakash Ajay Dave, Dmitry Leshchiner, Dimitri F. Joseph, Martin Witteveen-Lane, Dave Chesla, Jiayu Zhou, Bin Chen

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

Benchmarking Large Language Models for Log Analysis, Security, and Interpretation

Egil Karlsen, Xiao Luo, Nur Zincir-Heywood, Malcolm Heywood

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

An Interdisciplinary Outlook on Large Language Models for Scientific Research

James Boyko, Joseph Cohen, Nathan Fox, Maria Han Veiga, Jennifer I-Hsiu Li, Jing Liu, Bernardo Modenesi, Andreas H. Rauch, Kenneth N. Reid, Soumi Tribedi, Anastasia Visheratina, Xin Xie

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

A Multimodal Ecological Civilization Pattern Recommendation Method Based on Large Language Models and Knowledge Graph

Zhihang Yu, Shu Wang, Yunqiang Zhu, Zhiqiang Zou

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

Health Disparities through Generative AI Models: A Comparison Study Using A Domain Specific large language model

Yohn Jairo Parra Bautista, Vinicious Lima, Carlos Theran, Richard Alo

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

Prediction of Arabic Legal Rulings using Large Language Models

Adel Ammar, Anis Koubaa, Bilel Benjdira, Omar Najar, Serry Sibaee

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

Comments 26 pages

Med-HALT: Medical Domain Hallucination Test for Large Language Models

Ankit Pal, Logesh Kumar Umapathi, Malaikannan Sankarasubbu

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

Comments Accepted at EMNLP 2023(The SIGNLL Conference on Computational Natural Language Learning)

Leveraging Large Language Models for Sequential Recommendation

Jesse Harte, Wouter Zorgdrager, Panos Louridas, Asterios Katsifodimos, Dietmar Jannach, Marios Fragkoulis

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

Comments 9 pages

SPeC: A Soft Prompt-Based Calibration on Performance Variability of Large Language Model in Clinical Notes Summarization

Yu-Neng Chuang, Ruixiang Tang, Xiaoqian Jiang, Xia Hu

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

The Capability of Large Language Models to Measure Psychiatric Functioning

Isaac R. Galatzer-Levy, Daniel McDuff, Vivek Natarajan, Alan Karthikesalingam, Matteo Malgaroli

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

From Large Language Models to Databases and Back: A discussion on research and education

Sihem Amer-Yahia, Angela Bonifati, Lei Chen, Guoliang Li, Kyuseok Shim, Jianliang Xu, Xiaochun Yang

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

Comments 7 pages, 2 figures, the Panel at the 28th International Conference on Database Systems for Advanced Applications (DASFAA 2023)

Exploring the MIT Mathematics and EECS Curriculum Using Large Language Models

Sarah J. Zhang, Samuel Florin, Ariel N. Lee, Eamon Niknafs, Andrei Marginean, Annie Wang, Keith Tyser, Zad Chin, Yann Hicke, Nikhil Singh, Madeleine Udell, Yoon Kim, Tonio Buonassisi, Armando Solar-Lezama, Iddo Drori

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

Comments Did not receive permission to release the data or model fine-tuned on the data

Prototyping the use of Large Language Models (LLMs) for adult learning content creation at scale

Daniel Leiker, Sara Finnigan, Ashley Ricker Gyllen, Mutlu Cukurova

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

Comments 1 figure

The Utility of Large Language Models and Generative AI for Education Research

Andrew Katz, Umair Shakir, Ben Chambers

专题命中 领域大模型 ：large language model(title,abstract)；language model(title,abstract)；prompting(abstract)

Comments 3 figures, 10 tables

Augmented Large Language Models with Parametric Knowledge Guiding

Ziyang Luo, Can Xu, Pu Zhao, Xiubo Geng, Chongyang Tao, Jing Ma, Qingwei Lin, Daxin Jiang

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

Domain-adapted large language models for classifying nuclear medicine reports

Zachary Huemann, Changhee Lee, Junjie Hu, Steve Y. Cho, Tyler Bradshaw

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

ChatCAD: Interactive Computer-Aided Diagnosis on Medical Image using Large Language Models

Sheng Wang, Zihao Zhao, Xi Ouyang, Qian Wang, Dinggang Shen

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

Capturing Failures of Large Language Models via Human Cognitive Biases

Erik Jones, Jacob Steinhardt

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

Comments Published at NeurIPS 2022

Experiences from Using Code Explanations Generated by Large Language Models in a Web Software Development E-Book

Stephen MacNeil, Andrew Tran, Arto Hellas, Joanne Kim, Sami Sarsa, Paul Denny, Seth Bernstein, Juho Leinonen

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

How AI Systems Think About Education: Analyzing Latent Preference Patterns in Large Language Models

AI系统如何看待教育：分析大型语言模型中的潜在偏好模式

Daniel Autenrieth

机构 * Independent Researcher, PhD Candidate（独立研究者，博士候选人） ； RWTH Aachen University（亚琛工业大学） 纠错

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

AI总结 本文首次系统测量大型语言模型的教育契合度，通过48项跨八个教育理论维度的德尔菲验证工具，发现GPT-5.1在教育人文原则上表现出高度一致的偏好模式，但在规范性争议领域偏离专家意见。

Comments 15 pages, 2 figures, 8 tables. Code and data available at https://github.com/brianadvent/education-llm-spe-study. arXiv admin note: text overlap with arXiv:2502.08640 by other authors

Controlling for Unobserved Confounding with Large Language Model Classification of Patient Smoking Status

Samuel Lee, Zach Wood-Doughty

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

Comments Advancements In Medical Foundation Models: Explainability, Robustness, Security, and Beyond (AIM-FM) at NeurIPS 2024

Using Large Language Models for Knowledge Engineering (LLMKE): A Case Study on Wikidata

Bohui Zhang, Ioannis Reklos, Nitisha Jain, Albert Meroño Peñuela, Elena Simperl

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

Comments Knowledge Base Construction from Pre-trained Language Models (LM-KBC) Challenge @ ISWC 2023

PsychJail: Exploring Psychological Jailbreaks via Multi-Turn Persuasion of LLM Policies

PsychJail：通过对大语言模型策略的多轮说服探索心理越狱

Zeyu Feng, Qingyu Wu, Yuzhe Luo, Hua Cheng

机构 * The Defense Innovation Institute, Academy of Military Sciences（军事科学院国防创新研究院） 纠错

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

AI总结 本文提出PsychJail框架，利用社会心理学技术构建攻击策略，通过轨迹级强化学习优化，在四个对齐LLM上实现87.3%平均攻击成功率，揭示了不同模型的心理画像指纹，为LLM安全红队提供了新方向。

One Request, Multiple Experts: LLM Orchestrates Domain Specific Models via Adaptive Task Routing

一个请求，多个专家：大语言模型通过自适应任务路由调度领域特定模型

Xu Yang, Chenhui Lin, Haotian Liu, Qi Wang, Yue Yang, Wenchuan Wu

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；small language model(abstract)

AI总结 针对主动配电网运行的复杂调度难题，本文提出ADN-Agent架构，利用大语言模型协调领域特定模型，通过自适应任务路由等机制提升问题解决能力，性能优于现有大语言模型应用范式。

Comments Accepted by CSEE Journal of Power and Energy Systems in June 2026

CityReal: Human-Aligned Urban Behavior and City Dynamics Simulation with Large-Scale LLM Agents

CityReal：基于大规模大语言模型智能体的人类对齐城市行为与城市动态模拟

Nicolas Bougie, Xiaotong Ye, Narimasa Watanabe

专题命中 领域大模型 ：LLM(title,abstract)；large language model(abstract)；language model(abstract)；prompting(abstract)

AI总结 CityReal是人类对齐城市模拟的模块化框架，将智能体建模为意图驱动的决策者，通过文本适配器提升人群行为对齐度，可扩展至数万个智能体，为城市模拟与预测提供可扩展测试平台。