语言大模型 / LLM

LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking

Zhenrui Yue, Sara Rabhi, Gabriel de Souza Pereira Moreira, Dong Wang, Even Oldridge

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

Comments Accepted to PGAI@CIKM 2023

Noisy Exemplars Make Large Language Models More Robust: A Domain-Agnostic Behavioral Analysis

Hongyi Zheng, Abulhair Saparov

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

Using Large Language Models to Support Thematic Analysis in Empirical Legal Studies

Jakub Drápal, Hannes Westermann, Jaromir Savelka

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

Comments 10 pages, 5 figures, 3 tables

Journal ref The Thirty-sixth Annual Conference on Legal Knowledge and Information Systems (JURIX 2023), Maastricht, The Netherlands

MindLLM: Pre-training Lightweight Large Language Model from Scratch, Evaluations and Domain Applications

Yizhe Yang, Huashan Sun, Jiawei Li, Runheng Liu, Yinghao Li, Yuhang Liu, Heyan Huang, Yang Gao

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、cs.AI

Comments Working in progress

Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific Literature

Alejandro Lozano, Scott L Fleming, Chia-Chun Chiang, Nigam Shah

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

Comments Preprint of an article published in Pacific Symposium on Biocomputing copyright 2024 World Scientific Publishing Co., Singapore, http://psb.stanford.edu/

Enhancing Health Data Interoperability with Large Language Models: A FHIR Study

Yikuan Li, Hanyin Wang, Halid Yerebakan, Yoshihisa Shinagawa, Yuan Luo

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

Comments Submitted to 2024 AMIA IS

Emulating Human Cognitive Processes for Expert-Level Medical Question-Answering with Large Language Models

Khushboo Verma, Marina Moore, Stephanie Wottrich, Karla Robles López, Nishant Aggarwal, Zeel Bhatt, Aagamjit Singh, Bradford Unroe, Salah Basheer, Nitish Sachdeva, Prinka Arora, Harmanjeet Kaur, Tanupreet Kaur, Tevon Hood, Anahi Marquez, Tushar Varshney, Nanfu Deng, Azaan Ramani, Pawanraj Ishwara, Maimoona Saeed, Tatiana López Velarde Peña, Bryan Barksdale, Sushovan Guha, Satwant Kumar

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

Empower Large Language Model to Perform Better on Industrial Domain-Specific Question Answering

Fangkai Yang, Pu Zhao, Zezhong Wang, Lu Wang, Jue Zhang, Mohit Garg, Qingwei Lin, Saravan Rajmohan, Dongmei 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、cs.AI

Comments 13 pages, 1 figure

Integrating UMLS Knowledge into Large Language Models for Medical Question Answering

Rui Yang, Edison Marrese-Taylor, Yuhe Ke, Lechao Cheng, Qingyu Chen, Irene Li

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

Comments 12 pages, 3 figures

HoneyBee: Progressive Instruction Finetuning of Large Language Models for Materials Science

Yu Song, Santiago Miret, Huan Zhang, Bang Liu

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

BC4LLM: Trusted Artificial Intelligence When Blockchain Meets Large Language Models

Haoxiang Luo, Jian Luo, Athanasios V. Vasilakos

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

A Comprehensive Performance Study of Large Language Models on Novel AI Accelerators

Murali Emani, Sam Foreman, Varuni Sastry, Zhen Xie, Siddhisanket Raskar, William Arnold, Rajeev Thakur, Venkatram Vishwanath, Michael E. Papka

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

Investigating Large Language Models' Perception of Emotion Using Appraisal Theory

Nutchanon Yongsatianchot, Parisa Ghanad Torshizi, Stacy Marsella

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

Journal ref 11th International Conference on Affective Computing and Intelligent Interaction Workshop and Demo (ACIIW) 2023 1-8

Using Large Language Models for Qualitative Analysis can Introduce Serious Bias

Julian Ashwin, Aditya Chhabra, Vijayendra Rao

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

Thrilled by Your Progress! Large Language Models (GPT-4) No Longer Struggle to Pass Assessments in Higher Education Programming Courses

Jaromir Savelka, Arav Agarwal, Marshall An, Chris Bogart, Majd Sakr

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

Journal ref ICER '23: Proceedings of the 2023 ACM Conference on International Computing Education Research - Volume 1. August 2023. Pages 78 - 92

Large Language Models for Automated Data Science: Introducing CAAFE for Context-Aware Automated Feature Engineering

Noah Hollmann, Samuel Müller, Frank Hutter

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

Fake News Detectors are Biased against Texts Generated by Large Language Models

Jinyan Su, Terry Yue Zhuo, Jonibek Mansurov, Di Wang, Preslav Nakov

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

Comments The first two authors contributed equally

Large Language Model for Science: A Study on P vs. NP

Qingxiu Dong, Li Dong, Ke Xu, Guangyan Zhou, Yaru Hao, Zhifang Sui, Furu Wei

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

Comments 73 pages

Using Large Language Models to Automate Category and Trend Analysis of Scientific Articles: An Application in Ophthalmology

Hina Raja, Asim Munawar, Mohammad Delsoz, Mohammad Elahi, Yeganeh Madadi, Amr Hassan, Hashem Abu Serhan, Onur Inam, Luis Hermandez, Sang Tran, Wuqas Munir, Alaa Abd-Alrazaq, Hao Chen, SiamakYousefi

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

DISC-MedLLM: Bridging General Large Language Models and Real-World Medical Consultation

Zhijie Bao, Wei Chen, Shengze Xiao, Kuang Ren, Jiaao Wu, Cheng Zhong, Jiajie Peng, Xuanjing Huang, Zhongyu Wei

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

Comments Work in progress

Using Large Language Models for Cybersecurity Capture-The-Flag Challenges and Certification Questions

Wesley Tann, Yuancheng Liu, Jun Heng Sim, Choon Meng Seah, Ee-Chien Chang

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

Improving Zero-Shot Text Matching for Financial Auditing with Large Language Models

Lars Hillebrand, Armin Berger, Tobias Deußer, Tim Dilmaghani, Mohamed Khaled, Bernd Kliem, Rüdiger Loitz, Maren Pielka, David Leonhard, Christian Bauckhage, Rafet Sifa

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

Comments Accepted at DocEng 2023, 4 pages, 1 figure, 2 tables

Large Language Models for Healthcare Data Augmentation: An Example on Patient-Trial Matching

Jiayi Yuan, Ruixiang Tang, Xiaoqian Jiang, Xia Hu

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

Performance of Large Language Models in a Computer Science Degree Program

Tim Krüger, Michael Gref

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

Comments Submitted to AI4AI Workshop 2023

Are Large Language Models Ready for Healthcare? A Comparative Study on Clinical Language Understanding

Yuqing Wang, Yun Zhao, Linda Petzold

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

Comments 24 pages

Journal ref Machine Learning for Healthcare Conference, PMLR, 2023

What Should Data Science Education Do with Large Language Models?

Xinming Tu, James Zou, Weijie J. Su, Linjun 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、cs.AI

Iterative Zero-Shot LLM Prompting for Knowledge Graph Construction

Salvatore Carta, Alessandro Giuliani, Leonardo Piano, Alessandro Sebastian Podda, Livio Pompianu, Sandro Gabriele Tiddia

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

Repository-Level Prompt Generation for Large Language Models of Code

Disha Shrivastava, Hugo Larochelle, Daniel Tarlow

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

Comments ICML 2023 (Camera-Ready version)

Journal ref ICML, 2023

Friend or Foe? Exploring the Implications of Large Language Models on the Science System

Benedikt Fecher, Marcel Hebing, Melissa Laufer, Jörg Pohle, Fabian Sofsky

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

Comments 31 pages, 2 figures

Exploring the Responses of Large Language Models to Beginner Programmers' Help Requests

Arto Hellas, Juho Leinonen, Sami Sarsa, Charles Koutcheme, Lilja Kujanpää, Juha Sorva

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

Comments 13 pages, 1 figure. To be published in Proceedings of the 2023 ACM Conference on International Computing Education Research V.1 (ICER '23 V1)