语言大模型 / LLM - arXivDaily 专题

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

2403.06447 2024-03-12 cs.IR cs.AI 89%

CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation

Junda Wu, Cheng-Chun Chang, Tong Yu, Zhankui He, Jianing Wang, Yupeng Hou, Julian McAuley

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

2403.03883 2024-03-08 cs.CL 89%

SaulLM-7B: A pioneering Large Language Model for Law

Pierre Colombo, Telmo Pessoa Pires, Malik Boudiaf, Dominic Culver, Rui Melo, Caio Corro, Andre F. T. Martins, Fabrizio Esposito, Vera Lúcia Raposo, Sofia Morgado, Michael Desa

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

2402.18240 2024-03-06 cs.IR cs.CL 89%

Prospect Personalized Recommendation on Large Language Model-based Agent Platform

Jizhi Zhang, Keqin Bao, Wenjie Wang, Yang Zhang, Wentao Shi, Wanhong Xu, Fuli Feng, Tat-Seng Chua

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

2309.05203 2024-03-06 cs.CL 89%

From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery

Yuhan Chen, Nuwa Xi, Yanrui Du, Haochun Wang, Jianyu Chen, Sendong Zhao, Bing Qin

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 AAAI2024

2403.00878 2024-03-05 cs.CR cs.AI 89%

Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models

Jiandong Jin, Bowen Tang, Mingxuan Ma, Xiao Liu, Yunfei Wang, Qingnan Lai, Jia Yang, Changling Zhou

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 9 pages, 7 figures

2310.03560 2024-03-01 cs.CL 89%

Redefining Digital Health Interfaces with Large Language Models

Fergus Imrie, Paulius Rauba, Mihaela van der Schaar

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

2402.07197 2024-02-29 cs.AI 89%

GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks

Mengmei Zhang, Mingwei Sun, Peng Wang, Shen Fan, Yanhu Mo, Xiaoxiao Xu, Hong Liu, Cheng Yang, Chuan Shi

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

2402.14200 2024-02-23 cs.CL 89%

Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models

Younghun Lee, Dan Goldwasser, Laura Schwab Reese

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 Findings of EACL 2024, 10 pages

2402.11481 2024-02-20 cs.CL 89%

DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics

YiQiu Guo, Yuchen Yang, Ya Zhang, Yu Wang, Yanfeng 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 8 pages, 6 figures

2402.07950 2024-02-14 cs.CR cs.CL 89%

Sentinels of the Stream: Unleashing Large Language Models for Dynamic Packet Classification in Software Defined Networks -- Position Paper

Shariq Murtuza

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

2402.07645 2024-02-13 cs.CL 89%

Detecting the Clinical Features of Difficult-to-Treat Depression using Synthetic Data from Large Language Models

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

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

1. 领域大模型 12637 篇

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

CoRAL: Collaborative Retrieval-Augmented Large Language Models Improve Long-tail Recommendation

SaulLM-7B: A pioneering Large Language Model for Law

Prospect Personalized Recommendation on Large Language Model-based Agent Platform

From Artificially Real to Real: Leveraging Pseudo Data from Large Language Models for Low-Resource Molecule Discovery

Crimson: Empowering Strategic Reasoning in Cybersecurity through Large Language Models

Redefining Digital Health Interfaces with Large Language Models

GraphTranslator: Aligning Graph Model to Large Language Model for Open-ended Tasks

Towards Understanding Counseling Conversations: Domain Knowledge and Large Language Models

DictLLM: Harnessing Key-Value Data Structures with Large Language Models for Enhanced Medical Diagnostics

Sentinels of the Stream: Unleashing Large Language Models for Dynamic Packet Classification in Software Defined Networks -- Position Paper

Detecting the Clinical Features of Difficult-to-Treat Depression using Synthetic Data from Large Language Models