语言大模型 / LLM

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.

From COBIT to ISO 42001: Evaluating Cybersecurity Frameworks for Opportunities, Risks, and Regulatory Compliance in Commercializing Large Language Models

Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul Watters, Raza Nowrozy, Malka N. Halgamuge

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

InternLM-Law: An Open Source Chinese Legal Large Language Model

Zhiwei Fei, Songyang Zhang, Xiaoyu Shen, Dawei Zhu, Xiao Wang, Maosong Cao, Fengzhe Zhou, Yining Li, Wenwei Zhang, Dahua Lin, Kai Chen, Jidong Ge

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 Our dataset, code and models will be released at https://github.com/InternLM/InternLM-Law

A Survey on Large Language Models for Recommendation

Likang Wu, Zhi Zheng, Zhaopeng Qiu, Hao Wang, Hongchao Gu, Tingjia Shen, Chuan Qin, Chen Zhu, Hengshu Zhu, Qi Liu, Hui Xiong, Enhong Chen

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 34 pages, 7 figures, 2 tables

ChatPCG: Large Language Model-Driven Reward Design for Procedural Content Generation

In-Chang Baek, Tae-Hwa Park, Jin-Ha Noh, Cheong-Mok Bae, Kyung-Joong Kim

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 4 pages, 2 figures, accepted at IEEE Conference on Games 2024

Enhancing Recommendation Diversity by Re-ranking with Large Language Models

Diego Carraro, Derek Bridge

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

Comments 32 pages, 2 figures

Multi-Layer Ranking with Large Language Models for News Source Recommendation

Wenjia Zhang, Lin Gui, Rob Procter, Yulan He

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 SIGIR 2024. arXiv admin note: text overlap with arXiv:2305.04825

An Empirical Design Justice Approach to Identifying Ethical Considerations in the Intersection of Large Language Models and Social Robotics

Alva Markelius

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 is a preprint

MedREQAL: Examining Medical Knowledge Recall of Large Language Models via Question Answering

Juraj Vladika, Phillip Schneider, Florian Matthes

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 (Findings)

Risk Aware Benchmarking of Large Language Models

Apoorva Nitsure, Youssef Mroueh, Mattia Rigotti, Kristjan Greenewald, Brian Belgodere, Mikhail Yurochkin, Jiri Navratil, Igor Melnyk, Jerret Ross

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

Comments ICML 2024

M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering

Anand Subramanian, Viktor Schlegel, Abhinav Ramesh Kashyap, Thanh-Tung Nguyen, Vijay Prakash Dwivedi, Stefan Winkler

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

Comments Accepted at ACL 2024 (Findings)

Exploring User Retrieval Integration towards Large Language Models for Cross-Domain Sequential Recommendation

Tingjia Shen, Hao Wang, Jiaqing Zhang, Sirui Zhao, Liangyue Li, Zulong Chen, Defu Lian, Enhong Chen

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

Comments 10 pages, 5 figures