语言大模型 / LLM

AviationGPT: A Large Language Model for the Aviation Domain

Liya Wang, Jason Chou, Xin Zhou, Alex Tien, Diane M Baumgartner

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

Challenges of Large Language Models for Mental Health Counseling

Neo Christopher Chung, George Dyer, Lennart Brocki

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

Enhancing Logical Reasoning in Large Language Models to Facilitate Legal Applications

Ha-Thanh Nguyen, Wachara Fungwacharakorn, Ken Satoh

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

Comments ALP@JURIX2023

Applying Large Language Models for Causal Structure Learning in Non Small Cell Lung Cancer

Narmada Naik, Ayush Khandelwal, Mohit Joshi, Madhusudan Atre, Hollis Wright, Kavya Kannan, Scott Hill, Giridhar Mamidipudi, Ganapati Srinivasa, Carlo Bifulco, Brian Piening, Kevin Matlock

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

Automated clinical coding using off-the-shelf large language models

Joseph S. Boyle, Antanas Kascenas, Pat Lok, Maria Liakata, Alison Q. O'Neil

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

Comments Accepted to the NeurIPS 2023 workshop Deep Generative Models For Health (DGM4H). 9 pages, 3 figures

ChatGPT and Other Large Language Models as Evolutionary Engines for Online Interactive Collaborative Game Design

Pier Luca Lanzi, Daniele Loiacono

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

Comments (Submitted)

From Text to Structure: Using Large Language Models to Support the Development of Legal Expert Systems

Samyar Janatian, Hannes Westermann, Jinzhe Tan, Jaromir Savelka, Karim Benyekhlef

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

Comments To be published in the proceedings of the 36th International Conference on Legal Knowledge and Information Systems (JURIX 2023). Code and prompt available at https://github.com/samyarj/JCAPG-JURIX2023

Dialogue-based generation of self-driving simulation scenarios using Large Language Models

Antonio Valerio Miceli-Barone, Alex Lascarides, Craig Innes

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

Comments 12 pages, 6 figures, SpLU-RoboNLP 2023

An Analysis on Large Language Models in Healthcare: A Case Study of BioBERT

Shyni Sharaf, V. S. Anoop

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

Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction

Siyu Yuan, Jiangjie Chen, Xuyang Ge, Yanghua Xiao, Deqing Yang

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

Comments Accepted to EMNLP 2023 (Findings)

Segmented Harmonic Loss: Handling Class-Imbalanced Multi-Label Clinical Data for Medical Coding with Large Language Models

Surjya Ray, Pratik Mehta, Hongen Zhang, Ada Chaman, Jian Wang, Chung-Jen Ho, Michael Chiou, Tashfeen Suleman

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

Comments 16 pages,3 figures, 3 tables

LLM4Jobs: Unsupervised occupation extraction and standardization leveraging Large Language Models

Nan Li, Bo Kang, Tijl De Bie

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

Leveraging Large Language Models for Topic Classification in the Domain of Public Affairs

Alejandro Peña, Aythami Morales, Julian Fierrez, Ignacio Serna, Javier Ortega-Garcia, Iñigo Puente, Jorge Cordova, Gonzalo Cordova

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

Comments Accepted in ICDAR 2023 Workshop on Automatic Domain-Adapted and Personalized Document Analysis

Journal ref Document Analysis and Recognition - ICDAR 2023 Workshops. ICDAR 2023. Lecture Notes in Computer Science, vol 14194

Practical and Ethical Challenges of Large Language Models in Education: A Systematic Scoping Review

Lixiang Yan, Lele Sha, Linxuan Zhao, Yuheng Li, Roberto Martinez-Maldonado, Guanliang Chen, Xinyu Li, Yueqiao Jin, Dragan Gašević

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

Domain Specific Question Answering Over Knowledge Graphs Using Logical Programming and Large Language Models

Navid Madani, Rohini K. Srihari, Kenneth Joseph

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

Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology

Cliff Wong, Sheng Zhang, Yu Gu, Christine Moung, Jacob Abel, Naoto Usuyama, Roshanthi Weerasinghe, Brian Piening, Tristan Naumann, Carlo Bifulco, Hoifung Poon

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

Comments 24 pages, 5 figures, accepted at Machine Learning for Healthcare (MLHC) 2023

Learning to Guide Human Experts via Personalized Large Language Models

Debodeep Banerjee, Stefano Teso, Andrea Passerini

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

Local Large Language Models for Complex Structured Medical Tasks

V. K. Cody Bumgardner, Aaron Mullen, Sam Armstrong, Caylin Hickey, Jeff Talbert

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

Comments 12 pages, Preprint of an article submitted for consideration in Pacific Symposium on Biocomputing \c{opyright} 2024 copyright World Scientific Publishing Company https://www.worldscientific.com/

Ontology engineering with Large Language Models

Patricia Mateiu, Adrian Groza

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

Science in the Era of ChatGPT, Large Language Models and Generative AI: Challenges for Research Ethics and How to Respond

Evangelos Pournaras

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

Amplifying Limitations, Harms and Risks of Large Language Models

Michael O'Neill, Mark Connor

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

PRISMA-DFLLM: An Extension of PRISMA for Systematic Literature Reviews using Domain-specific Finetuned Large Language Models

Teo Susnjak

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

Auditing large language models: a three-layered approach

Jakob Mökander, Jonas Schuett, Hannah Rose Kirk, Luciano Floridi

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

Comments 22 pages, 2 figures. AI Ethics (2023)

Large language models predict human sensory judgments across six modalities

Raja Marjieh, Ilia Sucholutsky, Pol van Rijn, Nori Jacoby, Thomas L. Griffiths

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

Comments 9 pages, 3 figures

Large Language Models are Few-Shot Health Learners

Xin Liu, Daniel McDuff, Geza Kovacs, Isaac Galatzer-Levy, Jacob Sunshine, Jiening Zhan, Ming-Zher Poh, Shun Liao, Paolo Di Achille, Shwetak Patel

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

Large Language Models as Master Key: Unlocking the Secrets of Materials Science with GPT

Tong Xie, Yuwei Wan, Wei Huang, Yufei Zhou, Yixuan Liu, Qingyuan Linghu, Shaozhou Wang, Chunyu Kit, Clara Grazian, Wenjie Zhang, Bram Hoex

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

Talking About Large Language Models

Murray Shanahan

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

Large Language Models are Few-Shot Clinical Information Extractors

Monica Agrawal, Stefan Hegselmann, Hunter Lang, Yoon Kim, David Sontag

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

Comments Accepted as a long paper to The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP)

Just Fine-tune Twice: Selective Differential Privacy for Large Language Models

Weiyan Shi, Ryan Shea, Si Chen, Chiyuan Zhang, Ruoxi Jia, Zhou Yu

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

Comments EMNLP 2022

Automatic Generation of Programming Exercises and Code Explanations using Large Language Models

Sami Sarsa, Paul Denny, Arto Hellas, Juho Leinonen

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

Comments 18 pages, 1 figure, accepted in ICER