语言大模型 / LLM - arXivDaily 专题

2412.05137 2024-12-09 cs.AI 88%

Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale?

Seyed Amin Tabatabaei, Sarah Fancher, Michael Parsons, Arian Askari

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

Comments This paper has been accepted at COLING 2025 (Industry Track)

2412.04185 2024-12-06 cs.AI 88%

Leveraging Large Language Models to Generate Course-specific Semantically Annotated Learning Objects

Dominic Lohr, Marc Berges, Abhishek Chugh, Michael Kohlhase, Dennis Müller

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

Comments Accepted at Journal of Computer Assisted Learning (2024)

2408.11316 2024-12-05 cs.AI 88%

Probabilistic Medical Predictions of Large Language Models

Bowen Gu, Rishi J. Desai, Kueiyu Joshua Lin, Jie Yang

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

Comments Preprint. Under review

2412.02035 2024-12-04 cs.AI 88%

LLMs4Life: Large Language Models for Ontology Learning in Life Sciences

Nadeen Fathallah, Steffen Staab, Alsayed Algergawy

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

2411.18708 2024-12-02 cs.HC cs.AI 88%

Embracing AI in Education: Understanding the Surge in Large Language Model Use by Secondary Students

Tiffany Zhu, Kexun Zhang, William Yang Wang

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

Comments 6 main pages, 5 figures

2409.03161 2024-12-02 cs.CL cond-mat.mtrl-sci 88%

MaterialBENCH: Evaluating College-Level Materials Science Problem-Solving Abilities of Large Language Models

Michiko Yoshitake, Yuta Suzuki, Ryo Igarashi, Yoshitaka Ushiku, Keisuke Nagato

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

2411.00248 2024-11-20 cs.CL 88%

A Demonstration of Adaptive Collaboration of Large Language Models for Medical Decision-Making

Yubin Kim, Chanwoo Park, Hyewon Jeong, Cristina Grau-Vilchez, Yik Siu Chan, Xuhai Xu, Daniel McDuff, Hyeonhoon Lee, Cynthia Breazeal, Hae Won Park

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

Comments Under Review for ML4H 2024

2402.13653 2024-11-20 cs.LG 88%

PQA: Zero-shot Protein Question Answering for Free-form Scientific Enquiry with Large Language Models

Eli M Carrami, Sahand Sharifzadeh

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

2404.05590 2024-11-12 cs.CL 88%

MedExpQA: Multilingual Benchmarking of Large Language Models for Medical Question Answering

Iñigo Alonso, Maite Oronoz, Rodrigo Agerri

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

Journal ref Artificial Intelligence in Medicine Volume 155, September 2024, 102938

2405.10440 2024-11-12 cs.CL 88%

A Hybrid Framework with Large Language Models for Rare Disease Phenotyping

Jinge Wu, Hang Dong, Zexi Li, Haowei Wang, Runci Li, Arijit Patra, Chengliang Dai, Waqar Ali, Phil Scordis, Honghan Wu

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

Journal ref BMC Med Inform Decis Mak 24, 289 (2024)

2411.05593 2024-11-11 cs.CL 88%

Evaluating and Adapting Large Language Models to Represent Folktales in Low-Resource Languages

JA Meaney, Beatrice Alex, William Lamb

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

2411.03395 2024-11-07 cs.HC cs.CL 88%

Exploring Large Language Models for Specialist-level Oncology Care

Anil Palepu, Vikram Dhillon, Polly Niravath, Wei-Hung Weng, Preethi Prasad, Khaled Saab, Ryutaro Tanno, Yong Cheng, Hanh Mai, Ethan Burns, Zainub Ajmal, Kavita Kulkarni, Philip Mansfield, Dale Webster, Joelle Barral, Juraj Gottweis, Mike Schaekermann, S. Sara Mahdavi, Vivek Natarajan, Alan Karthikesalingam, Tao Tu

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

2410.23822 2024-11-01 cs.CV cs.AI 88%

Parameter-Efficient Fine-Tuning Medical Multimodal Large Language Models for Medical Visual Grounding

Jinlong He, Pengfei Li, Gang Liu, Shenjun Zhong

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

2410.20536 2024-10-29 cs.HC cs.AI cs.CY 88%

Malinowski in the Age of AI: Can large language models create a text game based on an anthropological classic?

Michael Peter Hoffmann, Jan Fillies, Adrian Paschke

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

Comments Accepted at KUI 2024

2410.18460 2024-10-25 cs.AI 88%

Beyond Multiple-Choice Accuracy: Real-World Challenges of Implementing Large Language Models in Healthcare

Yifan Yang, Qiao Jin, Qingqing Zhu, Zhizheng Wang, Francisco Erramuspe Álvarez, Nicholas Wan, Benjamin Hou, Zhiyong Lu

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

2410.17656 2024-10-24 cs.AI 88%

AutoRNet: Automatically Optimizing Heuristics for Robust Network Design via Large Language Models

He Yu, Jing Liu

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

2410.16349 2024-10-23 cs.LG cs.HC 88%

Large Language Models in Computer Science Education: A Systematic Literature Review

Nishat Raihan, Mohammed Latif Siddiq, Joanna C. S. Santos, Marcos Zampieri

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

Comments Accepted at 56th ACM Technical Symposium on Computer Science Education (SIGCSE TS 2025)

2410.15702 2024-10-22 cs.CL 88%

Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding

Derong Xu, Ziheng Zhang, Zhihong Zhu, Zhenxi Lin, Qidong Liu, Xian Wu, Tong Xu, Xiangyu Zhao, Yefeng Zheng, Enhong Chen

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

Comments Accepted by EMNLP 2024 Findings

2410.15222 2024-10-22 cs.AI hep-ex nucl-ex physics.comp-ph physics.med-ph 88%

AutoFLUKA: A Large Language Model Based Framework for Automating Monte Carlo Simulations in FLUKA

Zavier Ndum Ndum, Jian Tao, John Ford, Yang Liu

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

Comments 58 pages including text, figures, references and appendices

2410.12577 2024-10-17 cs.SE cs.AI cs.HC 88%

On the Utility of Domain Modeling Assistance with Large Language Models

Meriem Ben Chaaben, Lola Burgueño, Istvan David, Houari Sahraoui

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

2410.09077 2024-10-15 cs.CL cs.IR 88%

A Large Language Model-based Framework for Semi-Structured Tender Document Retrieval-Augmented Generation

Yilong Zhao, Daifeng Li

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

2410.09380 2024-10-15 cs.CV cs.AI 88%

Prompting Video-Language Foundation Models with Domain-specific Fine-grained Heuristics for Video Question Answering

Ting Yu, Kunhao Fu, Shuhui Wang, Qingming Huang, Jun Yu

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

Comments IEEE Transactions on Circuits and Systems for Video Technology

Journal ref IEEE Transactions on Circuits and Systems for Video Technology, 2024

2410.09193 2024-10-15 cs.CY cs.AI 88%

Synthetic Students: A Comparative Study of Bug Distribution Between Large Language Models and Computing Students

Stephen MacNeil, Magdalena Rogalska, Juho Leinonen, Paul Denny, Arto Hellas, Xandria Crosland

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

2406.10574 2024-10-15 cs.GT cs.AI 88%

Large Language Models Playing Mixed Strategy Nash Equilibrium Games

Alonso Silva

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

2403.03744 2024-10-11 cs.AI 88%

MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models

Tessa Han, Aounon Kumar, Chirag Agarwal, Himabindu Lakkaraju

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

2410.07111 2024-10-10 eess.IV cs.CL cs.CV 88%

Utility of Multimodal Large Language Models in Analyzing Chest X-ray with Incomplete Contextual Information

Choonghan Kim, Seonhee Cho, Joo Heung Yoon

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

2410.03502 2024-10-07 cs.CL 88%

CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios

Zetian Ouyang, Yishuai Qiu, Linlin Wang, Gerard de Melo, Ya Zhang, Yanfeng Wang, Liang He

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

Comments accepted by ENMLP-2024

2404.09754 2024-10-04 cs.CL 88%

Resilience of Large Language Models for Noisy Instructions

Bin Wang, Chengwei Wei, Zhengyuan Liu, Geyu Lin, Nancy F. Chen

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

Comments Accepted to EMNLP 2024 Findings

2410.00207 2024-10-02 cs.CL 88%

Evaluating the performance of state-of-the-art esg domain-specific pre-trained large language models in text classification against existing models and traditional machine learning techniques

Tin Yuet Chung, Majid Latifi

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

Comments 56 pages, 9 figures

2409.14478 2024-09-24 cs.AI 88%

Can Large Language Models Logically Predict Myocardial Infarction? Evaluation based on UK Biobank Cohort

Yuxing Zhi, Yuan Guo, Kai Yuan, Hesong Wang, Heng Xu, Haina Yao, Albert C Yang, Guangrui Huang, Yuping Duan

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

1. 领域大模型 12554 篇

Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale?

Leveraging Large Language Models to Generate Course-specific Semantically Annotated Learning Objects

Probabilistic Medical Predictions of Large Language Models

LLMs4Life: Large Language Models for Ontology Learning in Life Sciences

Embracing AI in Education: Understanding the Surge in Large Language Model Use by Secondary Students

MaterialBENCH: Evaluating College-Level Materials Science Problem-Solving Abilities of Large Language Models

A Demonstration of Adaptive Collaboration of Large Language Models for Medical Decision-Making

PQA: Zero-shot Protein Question Answering for Free-form Scientific Enquiry with Large Language Models

MedExpQA: Multilingual Benchmarking of Large Language Models for Medical Question Answering

A Hybrid Framework with Large Language Models for Rare Disease Phenotyping

Evaluating and Adapting Large Language Models to Represent Folktales in Low-Resource Languages

Exploring Large Language Models for Specialist-level Oncology Care

Parameter-Efficient Fine-Tuning Medical Multimodal Large Language Models for Medical Visual Grounding

Malinowski in the Age of AI: Can large language models create a text game based on an anthropological classic?

Beyond Multiple-Choice Accuracy: Real-World Challenges of Implementing Large Language Models in Healthcare

AutoRNet: Automatically Optimizing Heuristics for Robust Network Design via Large Language Models

Large Language Models in Computer Science Education: A Systematic Literature Review

Mitigating Hallucinations of Large Language Models in Medical Information Extraction via Contrastive Decoding

AutoFLUKA: A Large Language Model Based Framework for Automating Monte Carlo Simulations in FLUKA

On the Utility of Domain Modeling Assistance with Large Language Models

A Large Language Model-based Framework for Semi-Structured Tender Document Retrieval-Augmented Generation

Prompting Video-Language Foundation Models with Domain-specific Fine-grained Heuristics for Video Question Answering

Synthetic Students: A Comparative Study of Bug Distribution Between Large Language Models and Computing Students

Large Language Models Playing Mixed Strategy Nash Equilibrium Games

MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models

Utility of Multimodal Large Language Models in Analyzing Chest X-ray with Incomplete Contextual Information

CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios

Resilience of Large Language Models for Noisy Instructions

Evaluating the performance of state-of-the-art esg domain-specific pre-trained large language models in text classification against existing models and traditional machine learning techniques

Can Large Language Models Logically Predict Myocardial Infarction? Evaluation based on UK Biobank Cohort