语言大模型 / LLM

Unveiling Gender Bias in Large Language Models: Using Teacher's Evaluation in Higher Education As an Example

Yuanning Huang

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

GenAI-powered Multi-Agent Paradigm for Smart Urban Mobility: Opportunities and Challenges for Integrating Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) with Intelligent Transportation Systems

Haowen Xu, Jinghui Yuan, Anye Zhou, Guanhao Xu, Wan Li, Xuegang Ban, Xinyue Ye

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

Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain

Zhen wan, Yating Zhang, Yexiang Wang, Fei Cheng, Sadao Kurohashi

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

Comments Accepted by ACL 2024 Findings

From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models

Zachary Englhardt, Chengqian Ma, Margaret E. Morris, Xuhai "Orson" Xu, Chun-Cheng Chang, Lianhui Qin, Daniel McDuff, Xin Liu, Shwetak Patel, Vikram Iyer

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

Journal ref Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies Volume 8, Issue 2, May 2024

IntelliCare: Improving Healthcare Analysis with Variance-Controlled Patient-Level Knowledge from Large Language Models

Zhihao Yu, Yujie Jin, Yongxin Xu, Xu Chu, Yasha Wang, Junfeng Zhao

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

Natural Language Programming in Medicine: Administering Evidence Based Clinical Workflows with Autonomous Agents Powered by Generative Large Language Models

Akhil Vaid, Joshua Lampert, Juhee Lee, Ashwin Sawant, Donald Apakama, Ankit Sakhuja, Ali Soroush, Sarah Bick, Ethan Abbott, Hernando Gomez, Michael Hadley, Denise Lee, Isotta Landi, Son Q Duong, Nicole Bussola, Ismail Nabeel, Silke Muehlstedt, Silke Muehlstedt, Robert Freeman, Patricia Kovatch, Brendan Carr, Fei Wang, Benjamin Glicksberg, Edgar Argulian, Stamatios Lerakis, Rohan Khera, David L. Reich, Monica Kraft, Alexander Charney, Girish Nadkarni

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

Comments Figures: 5, Tables: 3

LARR: Large Language Model Aided Real-time Scene Recommendation with Semantic Understanding

Zhizhong Wan, Bin Yin, Junjie Xie, Fei Jiang, Xiang Li, Wei Lin

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

Investigating Context Effects in Similarity Judgements in Large Language Models

Sagar Uprety, Amit Kumar Jaiswal, Haiming Liu, Dawei Song

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

Comments Accepted at The First Workshop on AI Behavioral Science (AIBS 2024), held in conjunction with KDD 2024

EmbSum: Leveraging the Summarization Capabilities of Large Language Models for Content-Based Recommendations

Chiyu Zhang, Yifei Sun, Minghao Wu, Jun Chen, Jie Lei, Muhammad Abdul-Mageed, Rong Jin, Angli Liu, Ji Zhu, Sem Park, Ning Yao, Bo Long

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

Comments Accepted by RecSys 2024

Collaborative Cross-modal Fusion with Large Language Model for Recommendation

Zhongzhou Liu, Hao Zhang, Kuicai Dong, Yuan Fang

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

Comments 10 pages, 4 figures, accepted by CIKM 2024

Explainable AI Reloaded: Challenging the XAI Status Quo in the Era of Large Language Models

Upol Ehsan, Mark O. Riedl

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

Comments Accepted to ACM HTTF 2024

Data Imputation using Large Language Model to Accelerate Recommendation System

Zhicheng Ding, Jiahao Tian, Zhenkai Wang, Jinman Zhao, Siyang Li

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

Fact Finder -- Enhancing Domain Expertise of Large Language Models by Incorporating Knowledge Graphs

Daniel Steinigen, Roman Teucher, Timm Heine Ruland, Max Rudat, Nicolas Flores-Herr, Peter Fischer, Nikola Milosevic, Christopher Schymura, Angelo Ziletti

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

Comments 10 pages, 7 figures

Affect Recognition in Conversations Using Large Language Models

Shutong Feng, Guangzhi Sun, Nurul Lubis, Wen Wu, Chao Zhang, Milica Gašić

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

Comments Accepted by SIGDIAL 2024

RCAgent: Cloud Root Cause Analysis by Autonomous Agents with Tool-Augmented Large Language Models

Zefan Wang, Zichuan Liu, Yingying Zhang, Aoxiao Zhong, Jihong Wang, Fengbin Yin, Lunting Fan, Lingfei Wu, Qingsong Wen

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

Comments Accepted by the 33rd ACM International Conference on Information and Knowledge Management (CIKM 2024)

DeliLaw: A Chinese Legal Counselling System Based on a Large Language Model

Nan Xie, Yuelin Bai, Hengyuan Gao, Feiteng Fang, Qixuan Zhao, Zhijian Li, Ziqiang Xue, Liang Zhu, Shiwen Ni, Min Yang

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

Comments CIKM 2024, 5 pages with 3 figures

Prometheus Chatbot: Knowledge Graph Collaborative Large Language Model for Computer Components Recommendation

Yunsheng Wang, Songhao Chen, Kevin Jin

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

Enhancing Content-based Recommendation via Large Language Model

Wentao Xu, Qianqian Xie, Shuo Yang, Jiangxia Cao, Shuchao Pang

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

Comments Accepted at CIKM 2024

Human-mediated Large Language Models for Robotic Intervention in Children with Autism Spectrum Disorders

Ruchik Mishra, Karla Conn Welch, Dan O Popa

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

Comments This work is submitted for possible publication

Human-artificial intelligence teaming for scientific information extraction from data-driven additive manufacturing research using large language models

Mutahar Safdar, Jiarui Xie, Andrei Mircea, Yaoyao Fiona Zhao

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

Comments 11 pages, 5 Figures, 3 Tables. This paper has been accepted to be published in the proceedings of IDETC-CIE 2024

Adapting Large Language Models to Domains via Reading Comprehension

Daixuan Cheng, Shaohan Huang, Furu Wei

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

Comments ICLR 2024 Conference

Towards Complex Ontology Alignment using Large Language Models

Reihaneh Amini, Sanaz Saki Norouzi, Pascal Hitzler, Reza Amini

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

Decoding BACnet Packets: A Large Language Model Approach for Packet Interpretation

Rashi Sharma, Hiroyuki Okada, Tatsumi Oba, Karthikk Subramanian, Naoto Yanai, Sugiri Pranata

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

Comments 12 pages

Large language models are good medical coders, if provided with tools

Keith Kwan

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

Comments 7 pages, 1 figure, 2 tables

The Life Cycle of Large Language Models: A Review of Biases in Education

Jinsook Lee, Yann Hicke, Renzhe Yu, Christopher Brooks, René F. Kizilcec

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

Comments 20 pages, 2 figures, preprint for British Journal of Educational Technology submission

Scaling Data-Driven Building Energy Modelling using Large Language Models

Sunil Khadka, Liang Zhang

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

KG-Rank: Enhancing Large Language Models for Medical QA with Knowledge Graphs and Ranking Techniques

Rui Yang, Haoran Liu, Edison Marrese-Taylor, Qingcheng Zeng, Yu He Ke, Wanxin Li, Lechao Cheng, Qingyu Chen, James Caverlee, Yutaka Matsuo, Irene Li

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

Comments 12 pages, 9 figures, 8 tables

Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling

Hang Jiang, Xiajie Zhang, Robert Mahari, Daniel Kessler, Eric Ma, Tal August, Irene Li, Alex 'Sandy' Pentland, Yoon Kim, Deb Roy, Jad Kabbara

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

Comments Accepted to ACL 2024

EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language Models

João Matos, Jack Gallifant, Jian Pei, A. Ian Wong

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

Comments submitted for review, total of 10 pages

Enhancing Travel Choice Modeling with Large Language Models: A Prompt-Learning Approach

Xuehao Zhai, Hanlin Tian, Lintong Li, Tianyu Zhao

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

Comments We currently do not have a replacement version available. We request withdrawal due to a significant methodological error affecting the paper's validity, specifically a miscalculation in data preprocessing. We are working on corrections, but this will take time. We believe an interim withdrawal is necessary to prevent the dissemination of incorrect information.