语言大模型 / LLM - arXivDaily 专题

2402.15770 2024-06-25 cs.CY cs.AI 89%

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

2406.14887 2024-06-24 cs.CL 89%

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

2305.19860 2024-06-19 cs.IR cs.AI 89%

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

2406.11875 2024-06-19 cs.AI 89%

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

2401.11506 2024-06-19 cs.IR cs.LG 89%

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

2406.11745 2024-06-18 cs.IR cs.CL 89%

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

2406.06400 2024-06-13 cs.RO cs.AI 89%

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

2406.05845 2024-06-11 cs.CL 89%

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)

2310.07132 2024-06-11 cs.LG math.ST q-fin.RM stat.ML stat.TH 89%

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

2406.03699 2024-06-07 cs.CL 89%

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)

2406.03085 2024-06-06 cs.LG cs.IR 89%

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

2312.17493 2024-06-04 cs.LG cs.CR 89%

Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning

Xiao-Yang Liu, Rongyi Zhu, Daochen Zha, Jiechao Gao, Shan Zhong, Matt White, Meikang Qiu

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 21 pages, 1 figure, 19 tables

2311.09189 2024-06-04 cs.CL 89%

PsyEval: A Suite of Mental Health Related Tasks for Evaluating Large Language Models

Haoan Jin, Siyuan Chen, Dilawaier Dilixiati, Yewei Jiang, Mengyue Wu, Kenny Q. Zhu

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

2401.11052 2024-06-03 cs.CL 89%

Mining experimental data from Materials Science literature with Large Language Models: an evaluation study

Luca Foppiano, Guillaume Lambard, Toshiyuki Amagasa, Masashi Ishii

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 40 pages: 5 figures and 1 table in the body. 32 Tables in the Appendix / Supplementary materials

Journal ref Science and Technology of Advanced Materials: Methods (2024)

2404.15777 2024-05-30 cs.CL 89%

A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry

Yining Huang, Keke Tang, Meilian Chen, Boyuan 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

Comments 42 pages, 1 figure

2403.03997 2024-05-28 cs.AI 89%

Guiding Enumerative Program Synthesis with Large Language Models

Yixuan Li, Julian Parsert, Elizabeth Polgreen

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 CAV 2024

2405.15787 2024-05-28 cs.IR cs.CL 89%

Extracting chemical food safety hazards from the scientific literature automatically using large language models

Neris Özen, Wenjuan Mu, Esther D. van Asselt, Leonieke M. van den Bulk

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 31 pages, 5 figures

2402.13457 2024-05-20 cs.CR cs.AI 89%

A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models

Zihao Xu, Yi Liu, Gelei Deng, Yuekang Li, Stjepan Picek

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 18 pages, 9 figures, Accepted in ACL 2024

2405.07580 2024-05-14 cs.IR cs.AI 89%

DynLLM: When Large Language Models Meet Dynamic Graph Recommendation

Ziwei Zhao, Fake Lin, Xi Zhu, Zhi Zheng, Tong Xu, Shitian Shen, Xueying Li, Zikai Yin, 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 11 pages, 5 figures

2405.04170 2024-05-08 cs.CL 89%

D-NLP at SemEval-2024 Task 2: Evaluating Clinical Inference Capabilities of Large Language Models

Duygu Altinok

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 SemEval-2024, ranked 9th on Task 2

2405.00465 2024-05-06 cs.CL 89%

BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine

Mingchen Li, Halil Kilicoglu, Hua Xu, Rui 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

2402.06764 2024-04-19 cs.AI 89%

GLaM: Fine-Tuning Large Language Models for Domain Knowledge Graph Alignment via Neighborhood Partitioning and Generative Subgraph Encoding

Stefan Dernbach, Khushbu Agarwal, Alejandro Zuniga, Michael Henry, Sutanay Choudhury

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 Published in AAAI Spring Symposium: AAAI-MAKE 2024

2404.10555 2024-04-17 cs.CL q-fin.CP 89%

Construction of Domain-specified Japanese Large Language Model for Finance through Continual Pre-training

Masanori Hirano, Kentaro Imajo

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

2402.14361 2024-04-16 cs.LG 89%

OpenTab: Advancing Large Language Models as Open-domain Table Reasoners

Kezhi Kong, Jiani Zhang, Zhengyuan Shen, Balasubramaniam Srinivasan, Chuan Lei, Christos Faloutsos, Huzefa Rangwala, George Karypis

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 by ICLR 2024

2305.01181 2024-04-03 cs.CL 89%

A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models

Chenyang Lyu, Zefeng Du, Jitao Xu, Yitao Duan, Minghao Wu, Teresa Lynn, Alham Fikri Aji, Derek F. Wong, Siyou Liu, Longyue 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

Comments Accepted to LREC-COLING 2024

2404.00361 2024-04-02 cs.CL 89%

Controllable and Diverse Data Augmentation with Large Language Model for Low-Resource Open-Domain Dialogue Generation

Zhenhua Liu, Tong Zhu, Jianxiang Xiang, Wenliang Chen

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 13 pages, 5 figures

2403.19790 2024-04-01 cs.AI 89%

Bespoke Large Language Models for Digital Triage Assistance in Mental Health Care

Niall Taylor, Andrey Kormilitzin, Isabelle Lorge, Alejo Nevado-Holgado, Dan W Joyce

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

2403.18365 2024-03-28 cs.CL 89%

BLADE: Enhancing Black-box Large Language Models with Small Domain-Specific Models

Haitao Li, Qingyao Ai, Jia Chen, Qian Dong, Zhijing Wu, Yiqun Liu, Chong Chen, Qi Tian

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 11pages

2403.18218 2024-03-28 cs.AI 89%

Leveraging Large Language Models for Fuzzy String Matching in Political Science

Yu Wang

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

Comments 7 pages, 2 figures, 1 table;

2403.16289 2024-03-26 cs.AI 89%

Engineering Safety Requirements for Autonomous Driving with Large Language Models

Ali Nouri, Beatriz Cabrero-Daniel, Fredrik Törner, Hȧkan Sivencrona, Christian Berger

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 in 32nd IEEE International Requirements Engineering 2024 conference, Iceland

1. 领域大模型 12534 篇

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

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

A Survey on Large Language Models for Recommendation

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

Enhancing Recommendation Diversity by Re-ranking with Large Language Models

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

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

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

Risk Aware Benchmarking of Large Language Models

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

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

Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning

PsyEval: A Suite of Mental Health Related Tasks for Evaluating Large Language Models

Mining experimental data from Materials Science literature with Large Language Models: an evaluation study

A Comprehensive Survey on Evaluating Large Language Model Applications in the Medical Industry

Guiding Enumerative Program Synthesis with Large Language Models

Extracting chemical food safety hazards from the scientific literature automatically using large language models

A Comprehensive Study of Jailbreak Attack versus Defense for Large Language Models

DynLLM: When Large Language Models Meet Dynamic Graph Recommendation

D-NLP at SemEval-2024 Task 2: Evaluating Clinical Inference Capabilities of Large Language Models

BiomedRAG: A Retrieval Augmented Large Language Model for Biomedicine

GLaM: Fine-Tuning Large Language Models for Domain Knowledge Graph Alignment via Neighborhood Partitioning and Generative Subgraph Encoding

Construction of Domain-specified Japanese Large Language Model for Finance through Continual Pre-training

OpenTab: Advancing Large Language Models as Open-domain Table Reasoners

A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models

Controllable and Diverse Data Augmentation with Large Language Model for Low-Resource Open-Domain Dialogue Generation

Bespoke Large Language Models for Digital Triage Assistance in Mental Health Care

BLADE: Enhancing Black-box Large Language Models with Small Domain-Specific Models

Leveraging Large Language Models for Fuzzy String Matching in Political Science

Engineering Safety Requirements for Autonomous Driving with Large Language Models