语言大模型 / LLM - arXivDaily 专题

2410.11531 2024-10-16 cs.AI 83%

AGENTiGraph: An Interactive Knowledge Graph Platform for LLM-based Chatbots Utilizing Private Data

Xinjie Zhao, Moritz Blum, Rui Yang, Boming Yang, Luis Márquez Carpintero, Mónica Pina-Navarro, Tony Wang, Xin Li, Huitao Li, Yanran Fu, Rongrong Wang, Juntao Zhang, Irene Li

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

Comments 30 pages, 7 figures; Submitted to COLING 2025 System Demonstrations Track

2410.04112 2024-10-08 cs.CL 83%

Exploring LLM-based Data Annotation Strategies for Medical Dialogue Preference Alignment

Chengfeng Dou, Ying Zhang, Zhi Jin, Wenpin Jiao, Haiyan Zhao, Yongqiang Zhao, Zhengwei Tao

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

Comments 14 Pages, 12 figures

2402.12593 2024-10-07 cs.CL 83%

Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation

Joseph Marvin Imperial, Gail Forey, Harish Tayyar Madabushi

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

Comments Camera-ready for EMNLP 2024 (Main)

2409.17572 2024-09-27 cs.HC cs.AI 83%

Dr. GPT in Campus Counseling: Understanding Higher Education Students' Opinions on LLM-assisted Mental Health Services

Owen Xingjian Zhang, Shuyao Zhou, Jiayi Geng, Yuhan Liu, Sunny Xun Liu

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

Comments 5 pages

2404.09296 2024-09-10 cs.CL 83%

Cross-Data Knowledge Graph Construction for LLM-enabled Educational Question-Answering System: A Case Study at HCMUT

Tuan Bui, Oanh Tran, Phuong Nguyen, Bao Ho, Long Nguyen, Thang Bui, Tho Quan

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

Comments 8 pages, 7 figures, Accepted at AIQAM '24: Proceedings of the 1st ACM Workshop on AI-Powered Q&A Systems for Multimedia

2408.13808 2024-08-27 cs.CL 83%

Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models

Duy Khoa Pham, Bao Quoc Vo

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

Comments 9 pages

2408.12364 2024-08-23 cs.CV cs.AI cs.ET 83%

SAM-SP: Self-Prompting Makes SAM Great Again

Chunpeng Zhou, Kangjie Ning, Qianqian Shen, Sheng Zhou, Zhi Yu, Haishuai Wang

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

Comments Under Review

2408.11961 2024-08-23 cs.CL 83%

Decoding SEC Actions: Enforcement Trends through Analyzing Blockchain litigation using LLM-based Thematic Factor Mapping

Junliang Luo, Xihan Xiong, William Knottenbelt, Xue Liu

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

2308.11530 2024-08-06 cs.SD cs.AI eess.AS 83%

Leveraging Language Model Capabilities for Sound Event Detection

Hualei Wang, Jianguo Mao, Zhifang Guo, Jiarui Wan, Hong Liu, Xiangdong Wang

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

Comments 5 pages, 4 figures, accept by interspeech2024

2408.00122 2024-08-02 cs.CL 83%

A Course Shared Task on Evaluating LLM Output for Clinical Questions

Yufang Hou, Thy Thy Tran, Doan Nam Long Vu, Yiwen Cao, Kai Li, Lukas Rohde, Iryna Gurevych

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

Comments accepted at the sixth Workshop on Teaching NLP (co-located with ACL 2024)

2407.13481 2024-07-19 cs.CL 83%

Attention Overflow: Language Model Input Blur during Long-Context Missing Items Recommendation

Damien Sileo

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

Comments Dataset URL: https://huggingface.co/datasets/sileod/missing-item-prediction

2407.00870 2024-07-16 cs.CL cs.HC 83%

Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles

Ryan Louie, Ananjan Nandi, William Fang, Cheng Chang, Emma Brunskill, Diyi Yang

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

Comments 34 pages, 24 figures, 11 Tables

2402.11655 2024-06-10 cs.CL 83%

Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals

Francesco Ortu, Zhijing Jin, Diego Doimo, Mrinmaya Sachan, Alberto Cazzaniga, Bernhard Schölkopf

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

Comments ACL 2024

2402.13963 2024-06-04 cs.CL 83%

Towards Building Multilingual Language Model for Medicine

Pengcheng Qiu, Chaoyi Wu, Xiaoman Zhang, Weixiong Lin, Haicheng Wang, Ya Zhang, Yanfeng Wang, Weidi Xie

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

2405.17247 2024-05-28 cs.LG 83%

An Introduction to Vision-Language Modeling

Florian Bordes, Richard Yuanzhe Pang, Anurag Ajay, Alexander C. Li, Adrien Bardes, Suzanne Petryk, Oscar Mañas, Zhiqiu Lin, Anas Mahmoud, Bargav Jayaraman, Mark Ibrahim, Melissa Hall, Yunyang Xiong, Jonathan Lebensold, Candace Ross, Srihari Jayakumar, Chuan Guo, Diane Bouchacourt, Haider Al-Tahan, Karthik Padthe, Vasu Sharma, Hu Xu, Xiaoqing Ellen Tan, Megan Richards, Samuel Lavoie, Pietro Astolfi, Reyhane Askari Hemmat, Jun Chen, Kushal Tirumala, Rim Assouel, Mazda Moayeri, Arjang Talattof, Kamalika Chaudhuri, Zechun Liu, Xilun Chen, Quentin Garrido, Karen Ullrich, Aishwarya Agrawal, Kate Saenko, Asli Celikyilmaz, Vikas Chandra

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

2404.08915 2024-05-28 cs.CV cs.LG 83%

PM2: A New Prompting Multi-modal Model Paradigm for Few-shot Medical Image Classification

Zhenwei Wang, Qiule Sun, Bingbing Zhang, Pengfei Wang, Jianxin Zhang, Qiang Zhang

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

2405.01868 2024-05-06 cs.CL 83%

Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems

Chuang Li, Yang Deng, Hengchang Hu, Min-Yen Kan, Haizhou Li

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

Comments Main paper 8 pages; References and Appendix 9 pages; 7 figures and 14 tables

2404.13865 2024-04-23 cs.CL 83%

Context-Enhanced Language Models for Generating Multi-Paper Citations

Avinash Anand, Kritarth Prasad, Ujjwal Goel, Mohit Gupta, Naman Lal, Astha Verma, Rajiv Ratn Shah

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

Comments 14 pages, 7 figures, 11th International Conference, BDA 2023, Delhi, India

Journal ref Big Data and Artificial Intelligence 2023, Delhi, India, December 7, 80 94

2402.01687 2024-04-04 cs.CY cs.HC cs.LG 83%

"Which LLM should I use?": Evaluating LLMs for tasks performed by Undergraduate Computer Science Students

Vibhor Agarwal, Madhav Krishan Garg, Sahiti Dharmavaram, Dhruv Kumar

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

Comments Under review

2401.05952 2024-04-02 cs.CL 83%

LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?

Qihui Zhang, Chujie Gao, Dongping Chen, Yue Huang, Yixin Huang, Zhenyang Sun, Shilin Zhang, Weiye Li, Zhengyan Fu, Yao Wan, Lichao Sun

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

Comments Accepted by NAACL 2024

2308.03853 2024-03-18 cs.CL 83%

CORAL: Expert-Curated medical Oncology Reports to Advance Language Model Inference

Madhumita Sushil, Vanessa E. Kennedy, Divneet Mandair, Brenda Y. Miao, Travis Zack, Atul J. Butte

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

Comments Source code available at: https://github.com/MadhumitaSushil/OncLLMExtraction

2403.06660 2024-03-12 cs.MM cs.AI cs.MA 83%

FashionReGen: LLM-Empowered Fashion Report Generation

Yujuan Ding, Yunshan Ma, Wenqi Fan, Yige Yao, Tat-Seng Chua, Qing Li

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

2403.02899 2024-03-06 cs.AI 83%

Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation

Zhekai Du, Xinyao Li, Fengling Li, Ke Lu, Lei Zhu, Jingjing Li

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

2402.15100 2024-02-26 cs.SE cs.LG 83%

Studying LLM Performance on Closed- and Open-source Data

Toufique Ahmed, Christian Bird, Premkumar Devanbu, Saikat Chakraborty

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

2402.14162 2024-02-23 cs.CV cs.AI 83%

On Large Visual Language Models for Medical Imaging Analysis: An Empirical Study

Minh-Hao Van, Prateek Verma, Xintao Wu

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

2402.08113 2024-02-22 cs.CL cs.HC 83%

Addressing cognitive bias in medical language models

Samuel Schmidgall, Carl Harris, Ime Essien, Daniel Olshvang, Tawsifur Rahman, Ji Woong Kim, Rojin Ziaei, Jason Eshraghian, Peter Abadir, Rama Chellappa

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

2401.06920 2024-01-17 cs.CL 83%

Comparing GPT-4 and Open-Source Language Models in Misinformation Mitigation

Tyler Vergho, Jean-Francois Godbout, Reihaneh Rabbany, Kellin Pelrine

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

2312.15472 2023-12-27 cs.DB cs.CL 83%

Towards Consistent Language Models Using Declarative Constraints

Jasmin Mousavi, Arash Termehchy

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

2301.03150 2023-12-06 cs.LG 83%

MOTOR: A Time-To-Event Foundation Model For Structured Medical Records

Ethan Steinberg, Jason Fries, Yizhe Xu, Nigam Shah

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

2311.16452 2023-11-29 cs.CL 83%

Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine

Harsha Nori, Yin Tat Lee, Sheng Zhang, Dean Carignan, Richard Edgar, Nicolo Fusi, Nicholas King, Jonathan Larson, Yuanzhi Li, Weishung Liu, Renqian Luo, Scott Mayer McKinney, Robert Osazuwa Ness, Hoifung Poon, Tao Qin, Naoto Usuyama, Chris White, Eric Horvitz

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

Comments 21 pages, 7 figures

1. 领域大模型 12581 篇

AGENTiGraph: An Interactive Knowledge Graph Platform for LLM-based Chatbots Utilizing Private Data

Exploring LLM-based Data Annotation Strategies for Medical Dialogue Preference Alignment

Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation

Dr. GPT in Campus Counseling: Understanding Higher Education Students' Opinions on LLM-assisted Mental Health Services

Cross-Data Knowledge Graph Construction for LLM-enabled Educational Question-Answering System: A Case Study at HCMUT

Towards Reliable Medical Question Answering: Techniques and Challenges in Mitigating Hallucinations in Language Models

SAM-SP: Self-Prompting Makes SAM Great Again

Decoding SEC Actions: Enforcement Trends through Analyzing Blockchain litigation using LLM-based Thematic Factor Mapping

Leveraging Language Model Capabilities for Sound Event Detection

A Course Shared Task on Evaluating LLM Output for Clinical Questions

Attention Overflow: Language Model Input Blur during Long-Context Missing Items Recommendation

Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles

Competition of Mechanisms: Tracing How Language Models Handle Facts and Counterfactuals

Towards Building Multilingual Language Model for Medicine

An Introduction to Vision-Language Modeling

PM2: A New Prompting Multi-modal Model Paradigm for Few-shot Medical Image Classification

Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems

Context-Enhanced Language Models for Generating Multi-Paper Citations

"Which LLM should I use?": Evaluating LLMs for tasks performed by Undergraduate Computer Science Students

LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?

CORAL: Expert-Curated medical Oncology Reports to Advance Language Model Inference

FashionReGen: LLM-Empowered Fashion Report Generation

Domain-Agnostic Mutual Prompting for Unsupervised Domain Adaptation

Studying LLM Performance on Closed- and Open-source Data

On Large Visual Language Models for Medical Imaging Analysis: An Empirical Study

Addressing cognitive bias in medical language models

Comparing GPT-4 and Open-Source Language Models in Misinformation Mitigation

Towards Consistent Language Models Using Declarative Constraints

MOTOR: A Time-To-Event Foundation Model For Structured Medical Records

Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine