语言大模型 / LLM - arXivDaily 专题

2407.10453 2024-07-16 cs.CL 85%

Enhancing Medication Recommendation with LLM Text Representation

Yu-Tzu Lee

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

Comments 65 pages, 18 figures

2407.09540 2024-07-16 eess.IV cs.CE cs.CV cs.LG q-bio.TO 85%

Prompting Whole Slide Image Based Genetic Biomarker Prediction

Ling Zhang, Boxiang Yun, Xingran Xie, Qingli Li, Xinxing Li, Yan Wang

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

Comments 11 pages, 3 figures, MICCAI2024

2406.18871 2024-06-28 eess.AS cs.CL 85%

DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment

Ke-Han Lu, Zhehuai Chen, Szu-Wei Fu, He Huang, Boris Ginsburg, Yu-Chiang Frank Wang, Hung-yi Lee

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

Comments Accepted to Interspeech 2024

2406.12243 2024-06-19 cs.IR cs.AI 85%

CherryRec: Enhancing News Recommendation Quality via LLM-driven Framework

Shaohuang Wang, Lun Wang, Yunhan Bu, Tianwei Huang

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

2406.01363 2024-06-04 cs.CL cs.IR 85%

Privacy in LLM-based Recommendation: Recent Advances and Future Directions

Sichun Luo, Wei Shao, Yuxuan Yao, Jian Xu, Mingyang Liu, Qintong Li, Bowei He, Maolin Wang, Guanzhi Deng, Hanxu Hou, Xinyi Zhang, Linqi Song

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

2405.03734 2024-05-08 cs.HC cs.AI stat.AP 85%

FOKE: A Personalized and Explainable Education Framework Integrating Foundation Models, Knowledge Graphs, and Prompt Engineering

Silan Hu, Xiaoning Wang

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

2404.14544 2024-04-24 cs.CL 85%

WangLab at MEDIQA-CORR 2024: Optimized LLM-based Programs for Medical Error Detection and Correction

Augustin Toma, Ronald Xie, Steven Palayew, Patrick R. Lawler, Bo Wang

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

2404.11209 2024-04-18 cs.AI cs.CV cs.MM 85%

Prompt-Guided Generation of Structured Chest X-Ray Report Using a Pre-trained LLM

Hongzhao Li, Hongyu Wang, Xia Sun, Hua He, Jun Feng

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

Comments Accepted by IEEE Conference on Multimedia Expo 2024

2402.12869 2024-04-10 cs.CL 85%

Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data

Dehai Min, Nan Hu, Rihui Jin, Nuo Lin, Jiaoyan Chen, Yongrui Chen, Yu Li, Guilin Qi, Yun Li, Nijun Li, Qianren Wang

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

Comments Accepted to NAACL 2024 Industry Track Paper

2306.09610 2024-04-09 cs.DB cs.LG 85%

CHORUS: Foundation Models for Unified Data Discovery and Exploration

Moe Kayali, Anton Lykov, Ilias Fountalis, Nikolaos Vasiloglou, Dan Olteanu, Dan Suciu

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

Comments To appear in VLDB 2024

2311.09618 2024-04-02 physics.soc-ph cs.CL 85%

Simulating Opinion Dynamics with Networks of LLM-based Agents

Yun-Shiuan Chuang, Agam Goyal, Nikunj Harlalka, Siddharth Suresh, Robert Hawkins, Sijia Yang, Dhavan Shah, Junjie Hu, Timothy T. Rogers

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

2403.16416 2024-03-26 cs.AI 85%

How Reliable is Your Simulator? Analysis on the Limitations of Current LLM-based User Simulators for Conversational Recommendation

Lixi Zhu, Xiaowen Huang, Jitao Sang

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

2402.15943 2024-03-05 cs.SE cs.AI 85%

Rethinking Software Engineering in the Foundation Model Era: A Curated Catalogue of Challenges in the Development of Trustworthy FMware

Ahmed E. Hassan, Dayi Lin, Gopi Krishnan Rajbahadur, Keheliya Gallaba, Filipe R. Cogo, Boyuan Chen, Haoxiang Zhang, Kishanthan Thangarajah, Gustavo Ansaldi Oliva, Jiahuei Lin, Wali Mohammad Abdullah, Zhen Ming Jiang

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

2402.18050 2024-02-29 cs.CL cs.HC 85%

MEGAnno+: A Human-LLM Collaborative Annotation System

Hannah Kim, Kushan Mitra, Rafael Li Chen, Sajjadur Rahman, Dan Zhang

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

Comments EACL 2024 Demo

2307.11729 2024-02-20 cs.CL 85%

OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples

Ryuto Koike, Masahiro Kaneko, Naoaki Okazaki

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

Comments AAAI 2024 camera ready. Code and dataset available at https://github.com/ryuryukke/OUTFOX

2402.04609 2024-02-08 cs.CL 85%

Improving Cross-Domain Low-Resource Text Generation through LLM Post-Editing: A Programmer-Interpreter Approach

Zhuang Li, Levon Haroutunian, Raj Tumuluri, Philip Cohen, Gholamreza Haffari

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

Comments EACL 2024 (findings), short paper, 5 pages

2308.05061 2024-02-02 cs.LG cs.NA math.NA stat.ML 85%

Fine-Tune Language Models as Multi-Modal Differential Equation Solvers

Liu Yang, Siting Liu, Stanley J. Osher

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

2307.08177 2024-01-18 cs.SE cs.AI cs.HC 85%

Using an LLM to Help With Code Understanding

Daye Nam, Andrew Macvean, Vincent Hellendoorn, Bogdan Vasilescu, Brad Myers

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

2312.13925 2023-12-22 cs.HC cs.AI cs.RO 85%

AsyncMLD: Asynchronous Multi-LLM Framework for Dialogue Recommendation System

Naoki Yoshimaru, Motoharu Okuma, Takamasa Iio, Kenji Hatano

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

Comments This paper is part of the proceedings of the Dialogue Robot Competition 2023

2312.11336 2023-12-19 cs.IR cs.AI 85%

DRDT: Dynamic Reflection with Divergent Thinking for LLM-based Sequential Recommendation

Yu Wang, Zhiwei Liu, Jianguo Zhang, Weiran Yao, Shelby Heinecke, Philip S. Yu

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

2312.02441 2023-12-06 cs.CL 85%

MedDM:LLM-executable clinical guidance tree for clinical decision-making

Binbin Li, Tianxin Meng, Xiaoming Shi, Jie Zhai, Tong Ruan

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

2310.15065 2023-12-01 cs.HC cs.AI 85%

Synergizing Human-AI Agency: A Guide of 23 Heuristics for Service Co-Creation with LLM-Based Agents

Qingxiao Zheng, Zhongwei Xu, Abhinav Choudhry, Yuting Chen, Yongming Li, Yun Huang

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

Comments V1.0 on Oct 25th, 2023

2311.16153 2023-11-30 cs.CR cs.AI 85%

Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications

Fengqing Jiang, Zhangchen Xu, Luyao Niu, Boxin Wang, Jinyuan Jia, Bo Li, Radha Poovendran

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

2311.11652 2023-11-21 cs.AI 85%

Web News Timeline Generation with Extended Task Prompting

Sha Wang, Yuchen Li, Hanhua Xiao, Lambert Deng, Yanfei Dong

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

Comments 4 pages

2311.09825 2023-11-17 cs.CL 85%

Human Still Wins over LLM: An Empirical Study of Active Learning on Domain-Specific Annotation Tasks

Yuxuan Lu, Bingsheng Yao, Shao Zhang, Yun Wang, Peng Zhang, Tun Lu, Toby Jia-Jun Li, Dakuo Wang

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

2310.14088 2023-11-16 cs.CL 85%

MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation

Zexue He, Yu Wang, An Yan, Yao Liu, Eric Y. Chang, Amilcare Gentili, Julian McAuley, Chun-Nan Hsu

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

Comments Accepted to EMNLP 2023. Camera-ready version: updated IRB, added more evaluation results on LLMs such as GPT4, LLaMa2, and LLaMa2-chat

2311.02660 2023-11-07 cs.CL 85%

LLM-enhanced Self-training for Cross-domain Constituency Parsing

Jianling Li, Meishan Zhang, Peiming Guo, Min Zhang, Yue Zhang

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

Comments Accepted by EMNLP 2023 main conf

2310.09241 2023-10-16 cs.CL 85%

Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration

Yiquan Wu, Siying Zhou, Yifei Liu, Weiming Lu, Xiaozhong Liu, Yating Zhang, Changlong Sun, Fei Wu, Kun Kuang

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

2308.12028 2023-08-24 cs.IR cs.AI 85%

LKPNR: LLM and KG for Personalized News Recommendation Framework

Chen hao, Xie Runfeng, Cui Xiangyang, Yan Zhou, Wang Xin, Xuan Zhanwei, Zhang Kai

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

2308.03360 2023-08-08 cs.CL 85%

Coupling Symbolic Reasoning with Language Modeling for Efficient Longitudinal Understanding of Unstructured Electronic Medical Records

Shivani Shekhar, Simran Tiwari, T. C. Rensink, Ramy Eskander, Wael Salloum

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

1. 领域大模型 12581 篇

Enhancing Medication Recommendation with LLM Text Representation

Prompting Whole Slide Image Based Genetic Biomarker Prediction

DeSTA: Enhancing Speech Language Models through Descriptive Speech-Text Alignment

CherryRec: Enhancing News Recommendation Quality via LLM-driven Framework

Privacy in LLM-based Recommendation: Recent Advances and Future Directions

FOKE: A Personalized and Explainable Education Framework Integrating Foundation Models, Knowledge Graphs, and Prompt Engineering

WangLab at MEDIQA-CORR 2024: Optimized LLM-based Programs for Medical Error Detection and Correction

Prompt-Guided Generation of Structured Chest X-Ray Report Using a Pre-trained LLM

Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data

CHORUS: Foundation Models for Unified Data Discovery and Exploration

Simulating Opinion Dynamics with Networks of LLM-based Agents

How Reliable is Your Simulator? Analysis on the Limitations of Current LLM-based User Simulators for Conversational Recommendation

Rethinking Software Engineering in the Foundation Model Era: A Curated Catalogue of Challenges in the Development of Trustworthy FMware

MEGAnno+: A Human-LLM Collaborative Annotation System

OUTFOX: LLM-Generated Essay Detection Through In-Context Learning with Adversarially Generated Examples

Improving Cross-Domain Low-Resource Text Generation through LLM Post-Editing: A Programmer-Interpreter Approach

Fine-Tune Language Models as Multi-Modal Differential Equation Solvers

Using an LLM to Help With Code Understanding

AsyncMLD: Asynchronous Multi-LLM Framework for Dialogue Recommendation System

DRDT: Dynamic Reflection with Divergent Thinking for LLM-based Sequential Recommendation

MedDM:LLM-executable clinical guidance tree for clinical decision-making

Synergizing Human-AI Agency: A Guide of 23 Heuristics for Service Co-Creation with LLM-Based Agents

Identifying and Mitigating Vulnerabilities in LLM-Integrated Applications

Web News Timeline Generation with Extended Task Prompting

Human Still Wins over LLM: An Empirical Study of Active Learning on Domain-Specific Annotation Tasks

MedEval: A Multi-Level, Multi-Task, and Multi-Domain Medical Benchmark for Language Model Evaluation

LLM-enhanced Self-training for Cross-domain Constituency Parsing

Precedent-Enhanced Legal Judgment Prediction with LLM and Domain-Model Collaboration

LKPNR: LLM and KG for Personalized News Recommendation Framework

Coupling Symbolic Reasoning with Language Modeling for Efficient Longitudinal Understanding of Unstructured Electronic Medical Records