语言大模型 / LLM - arXivDaily 专题

2307.11019 2024-11-20 cs.CL cs.IR 89%

Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation

Ruiyang Ren, Yuhao Wang, Yingqi Qu, Wayne Xin Zhao, Jing Liu, Hao Tian, Hua Wu, Ji-Rong Wen, Haifeng Wang

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

2411.11061 2024-11-19 cs.CL q-bio.NC 89%

Beyond Human-Like Processing: Large Language Models Perform Equivalently on Forward and Backward Scientific Text

Xiaoliang Luo, Michael Ramscar, Bradley C. Love

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

2411.06823 2024-11-12 cs.LG cs.IR 89%

Large Language Model in Medical Informatics: Direct Classification and Enhanced Text Representations for Automatic ICD Coding

Zeyd Boukhers, AmeerAli Khan, Qusai Ramadan, Cong Yang

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 accepted at the 2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM 2024)

2411.02041 2024-11-05 cs.IR cs.AI 89%

Enhancing ID-based Recommendation with Large Language Models

Lei Chen, Chen Gao, Xiaoyi Du, Hengliang Luo, Depeng Jin, Yong Li, Meng Wang

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

2411.01604 2024-11-05 cs.CR cs.AI cs.SE 89%

Large Language Model Supply Chain: Open Problems From the Security Perspective

Qiang Hu, Xiaofei Xie, Sen Chen, Lei Ma

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

2405.14755 2024-11-04 cs.LG 89%

Large language models can be zero-shot anomaly detectors for time series?

Sarah Alnegheimish, Linh Nguyen, Laure Berti-Equille, Kalyan Veeramachaneni

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

Comments This work is accepted by IEEE International Conference on Data Science and Advanced Analytics (DSAA 2024)

2410.23426 2024-11-01 cs.CL 89%

Social Science Meets LLMs: How Reliable Are Large Language Models in Social Simulations?

Yue Huang, Zhengqing Yuan, Yujun Zhou, Kehan Guo, Xiangqi Wang, Haomin Zhuang, Weixiang Sun, Lichao Sun, Jindong Wang, Yanfang Ye, Xiangliang Zhang

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

2405.20441 2024-10-31 cs.CR cs.AI cs.HC 89%

SECURE: Benchmarking Large Language Models for Cybersecurity

Dipkamal Bhusal, Md Tanvirul Alam, Le Nguyen, Ashim Mahara, Zachary Lightcap, Rodney Frazier, Romy Fieblinger, Grace Long Torales, Benjamin A. Blakely, Nidhi Rastogi

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

2405.18039 2024-10-31 cs.LG cs.NI 89%

Large Language Model-Driven Curriculum Design for Mobile Networks

Omar Erak, Omar Alhussein, Shimaa Naser, Nouf Alabbasi, De Mi, Sami Muhaidat

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 To appear in IEEE/CIC ICCC

2408.10645 2024-10-28 cs.IR cs.LG 89%

CoRA: Collaborative Information Perception by Large Language Model's Weights for Recommendation

Yuting Liu, Jinghao Zhang, Yizhou Dang, Yuliang Liang, Qiang Liu, Guibing Guo, Jianzhe Zhao, Xingwei Wang

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

2410.17363 2024-10-24 cs.AI 89%

DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR

Miguel Contreras, Sumit Kapoor, Jiaqing Zhang, Andrea Davidson, Yuanfang Ren, Ziyuan Guan, Tezcan Ozrazgat-Baslanti, Subhash Nerella, Azra Bihorac, Parisa Rashidi

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

2410.17035 2024-10-23 cs.CL 89%

DIRI: Adversarial Patient Reidentification with Large Language Models for Evaluating Clinical Text Anonymization

John X. Morris, Thomas R. Campion, Sri Laasya Nutheti, Yifan Peng, Akhil Raj, Ramin Zabih, Curtis L. Cole

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

2410.15641 2024-10-22 cs.CL 89%

SMILES-Prompting: A Novel Approach to LLM Jailbreak Attacks in Chemical Synthesis

Aidan Wong, He Cao, Zijing Liu, Yu Li

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

2410.15064 2024-10-22 cs.AI 89%

A Prompt Engineering Approach and a Knowledge Graph based Framework for Tackling Legal Implications of Large Language Model Answers

George Hannah, Rita T. Sousa, Ioannis Dasoulas, Claudia d'Amato

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 27 pages, 2 figures

2403.17199 2024-10-22 cs.CL 89%

Extracting Social Support and Social Isolation Information from Clinical Psychiatry Notes: Comparing a Rule-based NLP System and a Large Language Model

Braja Gopal Patra, Lauren A. Lepow, Praneet Kasi Reddy Jagadeesh Kumar, Veer Vekaria, Mohit Manoj Sharma, Prakash Adekkanattu, Brian Fennessy, Gavin Hynes, Isotta Landi, Jorge A. Sanchez-Ruiz, Euijung Ryu, Joanna M. Biernacka, Girish N. Nadkarni, Ardesheer Talati, Myrna Weissman, Mark Olfson, J. John Mann, Alexander W. Charney, Jyotishman Pathak

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 2 figures, 3 tables

2403.06949 2024-10-22 cond-mat.mtrl-sci cs.CL 89%

Materials science in the era of large language models: a perspective

Ge Lei, Ronan Docherty, Samuel J. Cooper

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

Journal ref Digital Discovery, 2024,3, 1257-1272

2305.15673 2024-10-22 cs.IR cs.CL 89%

BookGPT: A General Framework for Book Recommendation Empowered by Large Language Model

Aakas Zhiyuli, Yanfang Chen, Xuan Zhang, Xun Liang

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 Under Review

2408.00800 2024-10-18 cs.IR cs.AI 89%

Chatbot-Based Ontology Interaction Using Large Language Models and Domain-Specific Standards

Jonathan Reif, Tom Jeleniewski, Milapji Singh Gill, Felix Gehlhoff, Alexander Fay

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 \c{opyright} 2024 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

2402.11129 2024-10-17 cs.CL 89%

BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering

Haoyu Wang, Ruirui Li, Haoming Jiang, Jinjin Tian, Zhengyang Wang, Chen Luo, Xianfeng Tang, Monica Cheng, Tuo Zhao, Jing Gao

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 EMNLP 2024 main

2410.11123 2024-10-16 cs.CL cs.HC 89%

A Systematic Review on Prompt Engineering in Large Language Models for K-12 STEM Education

Eason Chen, Danyang Wang, Luyi Xu, Chen Cao, Xiao Fang, Jionghao Lin

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

2410.05180 2024-10-15 cs.CL 89%

Mitigating the Risk of Health Inequity Exacerbated by Large Language Models

Yuelyu Ji, Wenhe Ma, Sonish Sivarajkumar, Hang Zhang, Eugene Mathew Sadhu, Zhuochun Li, Xizhi Wu, Shyam Visweswaran, Yanshan Wang

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

2407.11591 2024-10-14 cs.CL 89%

AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization

Anum Afzal, Ribin Chalumattu, Florian Matthes, Laura Mascarell

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

2410.03797 2024-10-08 cs.CL 89%

Searching for Best Practices in Medical Transcription with Large Language Model

Jiafeng Li, Yanda Mu

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

2410.03223 2024-10-07 cs.CL 89%

Consultation on Industrial Machine Faults with Large language Models

Apiradee Boonmee, Kritsada Wongsuwan, Pimchanok Sukjai

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 9 pages

2406.10421 2024-10-03 cs.CL 89%

SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading

Tu Anh Dinh, Carlos Mullov, Leonard Bärmann, Zhaolin Li, Danni Liu, Simon Reiß, Jueun Lee, Nathan Lerzer, Fabian Ternava, Jianfeng Gao, Tobias Röddiger, Alexander Waibel, Tamim Asfour, Michael Beigl, Rainer Stiefelhagen, Carsten Dachsbacher, Klemens Böhm, Jan Niehues

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 EMNLP 2024 Main Conference

2410.01240 2024-10-03 cs.CL cs.HC 89%

Automatic deductive coding in discourse analysis: an application of large language models in learning analytics

Lishan Zhang, Han Wu, Xiaoshan Huang, Tengfei Duan, Hanxiang Du

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

2409.20252 2024-10-02 astro-ph.IM cs.AI 89%

What is the Role of Large Language Models in the Evolution of Astronomy Research?

Morgan Fouesneau, Ivelina G. Momcheva, Urmila Chadayammuri, Mariia Demianenko, Antoine Dumont, Raphael E. Hviding, K. Angelique Kahle, Nadiia Pulatova, Bhavesh Rajpoot, Marten B. Scheuck, Rhys Seeburger, Dmitry Semenov, Jaime I. Villaseñor

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 Paper submitted to RASTI. We share our experience, ethical and legal concerns (5.3), and recommendations for individuals and journals (6.). We welcome feedback

2409.19508 2024-10-01 cs.CL 89%

Transforming Scholarly Landscapes: Influence of Large Language Models on Academic Fields beyond Computer Science

Aniket Pramanick, Yufang Hou, Saif M. Mohammad, Iryna Gurevych

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

2409.10760 2024-09-18 cs.CL cs.SI 89%

Semantics Preserving Emoji Recommendation with Large Language Models

Zhongyi Qiu, Kangyi Qiu, Hanjia Lyu, Wei Xiong, Jiebo Luo

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

2409.10343 2024-09-17 cs.IR cs.AI 89%

Large Language Model Enhanced Hard Sample Identification for Denoising Recommendation

Tianrui Song, Wenshuo Chao, Hao Liu

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

1. 领域大模型 12534 篇

Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation

Beyond Human-Like Processing: Large Language Models Perform Equivalently on Forward and Backward Scientific Text

Large Language Model in Medical Informatics: Direct Classification and Enhanced Text Representations for Automatic ICD Coding

Enhancing ID-based Recommendation with Large Language Models

Large Language Model Supply Chain: Open Problems From the Security Perspective

Large language models can be zero-shot anomaly detectors for time series?

Social Science Meets LLMs: How Reliable Are Large Language Models in Social Simulations?

SECURE: Benchmarking Large Language Models for Cybersecurity

Large Language Model-Driven Curriculum Design for Mobile Networks

CoRA: Collaborative Information Perception by Large Language Model's Weights for Recommendation

DeLLiriuM: A large language model for delirium prediction in the ICU using structured EHR

DIRI: Adversarial Patient Reidentification with Large Language Models for Evaluating Clinical Text Anonymization

SMILES-Prompting: A Novel Approach to LLM Jailbreak Attacks in Chemical Synthesis

A Prompt Engineering Approach and a Knowledge Graph based Framework for Tackling Legal Implications of Large Language Model Answers

Extracting Social Support and Social Isolation Information from Clinical Psychiatry Notes: Comparing a Rule-based NLP System and a Large Language Model

Materials science in the era of large language models: a perspective

BookGPT: A General Framework for Book Recommendation Empowered by Large Language Model

Chatbot-Based Ontology Interaction Using Large Language Models and Domain-Specific Standards

BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering

A Systematic Review on Prompt Engineering in Large Language Models for K-12 STEM Education

Mitigating the Risk of Health Inequity Exacerbated by Large Language Models

AdaptEval: Evaluating Large Language Models on Domain Adaptation for Text Summarization

Searching for Best Practices in Medical Transcription with Large Language Model

Consultation on Industrial Machine Faults with Large language Models

SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading

Automatic deductive coding in discourse analysis: an application of large language models in learning analytics

What is the Role of Large Language Models in the Evolution of Astronomy Research?

Transforming Scholarly Landscapes: Influence of Large Language Models on Academic Fields beyond Computer Science

Semantics Preserving Emoji Recommendation with Large Language Models

Large Language Model Enhanced Hard Sample Identification for Denoising Recommendation